diff --git a/MANIFEST.csv b/MANIFEST.csv
index 63ce02c8602918aacdf0d139961bbdb88e97a656..a6f7487467cc127ab7e50a023e25a0278f305dcc 100644
--- a/MANIFEST.csv
+++ b/MANIFEST.csv
@@ -1,751 +1,774 @@
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+code/tests/test_watsonx_env.py,2e238100dede79f1b437f50944213e21976e05528fe5f689a98d56c53c3fb64a,5526
+code/tests/test_wo_server.py,35068cc2df4a29d57757f701b6020ace119d6d85aa2e552dc5a05d82ed002c2b,8571
+croissant.json,4718b71648a9867b2be2e3a24b4ad95cf428d446dbf0c95e80a09287f8ea5c78,171115
+croissant.pretty.json,4718b71648a9867b2be2e3a24b4ad95cf428d446dbf0c95e80a09287f8ea5c78,171115
+data/audit/issue194_decisions.tsv,b63aae0c760afe9610818fab37c4d63045ae6660d911bf08ee798ae98602839e,16811
+data/audit/issue194_recurring_patterns.json,fa1ffaab4b3373a260049effac5480fcdcca56514953835960723e65f194add9,15415
+data/evidence_registry.csv,72786fdc3abaf4fcbb45c474f78c9329f99c646f13468ddc028b67af5287bea6,54807
+data/failure_evidence_table.csv,62467e129bfa8d133a71654d5ed4be2b636d9d1c465317dbd98feefb60127417,21445
+data/failure_taxonomy_current.csv,bcb7b5b189ec6acf537bb87dac508e3b35a4a2679aaa4810d8fef55b21946eda,1815511
+data/failure_taxonomy_current_auto_label_counts.csv,1b5db00c2cebe4aef83737f06d9b81c934c1b726547a11a98411dc7d5009c787,474
+data/failure_taxonomy_current_failed_dim_counts.csv,985b8a4688db7d53efe2f535e09f62f4b3b28a89db78da1e22d86b95006e1c84,318
+data/failure_taxonomy_current_manual_audit_counts.csv,afe592e6f48cf8d9fbd584cf6d7c2571ea80613f2664eae8e6805875fe66f5b8,933
+data/gcp_post175_70b_summary.csv,73d203a3a75ace8df8a485d85e9e2b30881cd9192673cc5c3fe4dd760fabd126,2037
+data/gcp_post175_core31_summary.csv,6bcaae4baea8c8f80758297045ae4ffe89879963e2ee93e5f05d40c5d39d0495,910
+data/gcp_post175_final_summary.csv,31632731aa69cab620091d8ff5245530628113f00dc131679d0af582b7eae0d8,16310
+data/gcp_post175_mitigation_4tier_summary.csv,8fd06ace4557ad6a6bbbeb377c797e56fe5bed73c353a1bd651c0b8e474d080d,4246
+data/manual_judge_audit.csv,275d5672ef5c4154c52b662330dd9ffc1c1d3af2906ddf2ee06ffc3dfa52c9b4,8655
+data/mitigation_before_after.csv,eb6e9dc2af299e0daaf1fe96c4f061d0f00525d2d76eacc5ff09c44b9436ec0b,9518
+data/mitigation_run_inventory.csv,558ac841187c12bcfb2b7e1250f1b5f2b5a0f5fd72c9a81b09d4813518c6d4f7,4386
+data/paper_grade_scenario_scores.csv,e09dc47ec123f94b1a2858bc4aa388114309b93d8d03ac46b1c673f05367d13d,1368977
+data/profiling_inventory.csv,26f0de100078959ef8b9605e1216e71e5c9ef6731bbfb7d14fa04e31faf2706a,58282
+data/scenario_catalog.csv,b4a63454d9acab66695dc5df15639862d52d3c73d7cef7125b1a87cfe4551dc3,20707
+docs/failure_taxonomy_audit_2026-05-07.md,c28e7955ec7f9e5e52cebb29b4118e4248d3763f914f5f2c21195bb4810623f4,35569
+figures/failure_taxonomy_current_auto_label_counts.svg,e5052f6a311103416a7d85d82094ff5ada7bddc31a28c74e18666223d8e2fe0a,1822
+negative_checks/invalid_iot_cross_domain_tool.json,3851c5541857fa1e7a630dcbc0feddc42715b5c861ae5dc451db7b925c0078d0,472
+negative_checks/invalid_multi_missing_domain_coverage.json,0c4a1a6ccc247bff242500d87e937d71b30563cc2545ece7ada211efcd1823f2,409
+negative_checks/invalid_multi_single_domain_tag.json,60a0a73ba04b37f0e5d8947c7cdef2284ceffb32427280683d84a936fabbfe5b,485
+negative_checks/invalid_single_wrong_domain_tag.json,de95b223fe7fdb8d792da045adfff0578c076e47025f8425263a554715ae74b2,433
+negative_checks/invalid_unknown_tool.json,1a1240072a0a7d8bb2b1396676e55ca0e7c12b4b82347478699b522138b4431f,370
+scenarios/aob_fmsr_01_list_failure_modes.json,9810087ff21d17dab03483099ecef0e08c4dd513c5e91d7c11f3db168873121d,691
+scenarios/fmsr_01_dga_fault_mode_diagnosis.json,94fa8099018697319931adb4444b6a3bb7dacca030e37f7d7665f7a4a96fc6b2,766
+scenarios/fmsr_02_hydrogen_spike_root_cause.json,3d5ba2e4d74b6eda8925139e9de34dea64d9425a1e894b54b24ae65a7cf9bfd8,725
+scenarios/fmsr_03_symptom_to_sensor_correlation.json,ce55433d8c6cefa12f2fee51141f4100d4d33530cf7d3b110f99d1d337ee9ae4,850
+scenarios/fmsr_04_dga_full_diagnostic_chain.json,9ae63954bdc9182cfacc6465d5631a56f575d26ad0dfdfd0c80b237153bbb472,941
+scenarios/fmsr_05_dga_record_lookup_explain.json,3f2a8fbfb868da6e224cb91d4ae3e86517c6271adb41a885f316d93f279620f6,916
+scenarios/fmsr_06_severity_filtered_failure_review.json,3eb0afcb30743288d524cf445e73f5739a01501a610fe10b0c7de46a86bd06d1,854
+scenarios/fmsr_07_normal_dga_confirmation.json,3653483dd22baa10ba6f58ce711fb814a69462ce1d3adf573d2d8097e26c17d4,3428
+scenarios/iot_01_list_transformer_sensors.json,f7645f033e9328668e6e45d584a191b873eab1207132a96e60564be2d64a5c19,692
+scenarios/iot_02_voltage_imbalance_check.json,319904edaef9373dae02d731a41438ce9399f3807738cf68bce45dfee8f417cf,775
+scenarios/iot_03_fleet_health_overview.json,4208d0452882f88595106a243eee4d3d58cb24b4226714c5e15cb08b0e599d9d,755
+scenarios/iot_04_load_current_overload_check.json,66cfc0bec2913d7ba8edd43ce37d1ace682dac2c23a1cb815b83fd2c21e685b3,928
+scenarios/iot_05_sensor_coverage_audit.json,7dcdd7c3463f3f446feca7630e701f6c8856898816314de76134d3656fe0cb8a,945
+scenarios/iot_06_fleet_status_snapshot.json,dbab1b4698d7f9a7036c80957147a23ec7614ece9af6592f3d84499eac5d1db6,1074
+scenarios/iot_07_oil_temp_safe_range_check.json,cd5fdd6bf0a6d845257b37eadf687cd27f0a839baa55adf2a041e778664c2f55,3812
+scenarios/iot_08_winding_temp_safe_limit_check.json,5d7ef52a013b6d3216589874b97c1c78cef381dd7230180afa8b0a6d6f0a3171,3871
+scenarios/iot_09_pinned_oil_temp_check.json,dc4b547339d5ce86c4bcf5905590f20a9e38e6d3120c88b4535a67d4829ca8ea,3758
+scenarios/multi_01_end_to_end_fault_response.json,f52ee6c622fa101f6adcce26a4e88d953deb241f5f5fe020065a48f431bbe3e4,981
+scenarios/multi_02_dga_to_workorder_pipeline.json,447377b4ea50de03e6542e0f226f0fe4cfaa234610499ee095acc5d99effeae3,891
+scenarios/multi_03_iot_tsfm_thermal_risk.json,7f6939571b3463d4b31d0d1a8351ba4693350a61e261d6afaa60fa835ed5b4ab,1040
+scenarios/multi_04_protection_trip_dga_response.json,ca7ca0643dcfecd99e780db23536f60511234f216ce44f532b330658fd164497,1120
+scenarios/multi_05_dga_to_inspection_workorder.json,19ca28761baa676c5a55bd972c86cb8349f5922f3536f39db5d73596574faaa5,1017
+scenarios/multi_06_anomaly_to_rul_to_workorder.json,42b2cbb620ae5c0c25d9e688d062cf65ce2d7bcb6d2a2046b18240917317001d,1065
+scenarios/multi_07_iot_tsfm_anomaly_burst.json,c3288f1ca101558fbf194194bdecc52057ffbb57c478c225560e54a85be94049,1183
+scenarios/tsfm_01_rul_forecast_maintenance_window.json,cbf476231846ed40ca6eb9bfa330c037f42e89bb3cfb99585cc5811e241b94db,698
+scenarios/tsfm_02_hotspot_temp_anomaly.json,7665628694dcc94fcdbb9c9c9fce6f369631cad929d0eea91fa10726b72c5ba8,673
+scenarios/tsfm_03_winding_temp_trend.json,5e571c5d6323b96a2370f38477b56d8836bf982725a636f44a2d86bac60bcd25,829
+scenarios/tsfm_04_rul_anomaly_full_assessment.json,dc03dfaf9b8b56608d990c3164f9c42afefcfad8977f7a50c23e4afafcf1f98a,1129
+scenarios/tsfm_06_rul_current_vs_forecast.json,d7c88792dd3c161ab718f54157cd274151af51a84854f154c5612d9a633b8209,939
+scenarios/wo_01_create_inspection_order.json,9ca404d41ffaafffe2449eb8514537079154903f63052464edc73146fcb0f0f5,737
+scenarios/wo_02_corrective_order_after_fault.json,2ead315191cfbc4a6660b3b0fd648770198fde8412265bc2d63ee338db0a694f,749
+scenarios/wo_03_fault_history_review.json,0f01c2a3e3e1063986090e5c7e921e75ca880fc0b3ce245511c9299b7f9014c3,815
+scenarios/wo_04_fault_record_downtime_update.json,58aeed498f0ea80aa922e895d0ea809700c39bb588806f5677be6378c7345082,923
+scenarios/wo_05_inspection_closeout.json,a15f4b16931853906761838dc12fb100452b08f41806e87b5063b7f43f18e5b2,936
+scenarios/wo_06_planned_outage_downtime_estimate.json,7d909cc58ea7b1de2239f9ffb9380a584933d4b9ee50489dae5e1205118b2428,1029
+scenarios/wo_07_thermal_threshold_corrective_order.json,bad7f297d64ad1b5bbcdd86c4f1836c7d8b6e19ab659ea5a4aa8aa84fc756514,3467
diff --git a/PROVENANCE.md b/PROVENANCE.md
index 3b1c2c967e566aac22850b494622c05afffc4bbd..2682251562279a306492d32b57bd3f5844f9e221 100644
--- a/PROVENANCE.md
+++ b/PROVENANCE.md
@@ -5,26 +5,29 @@ This package is an anonymous reviewer artifact for SmartGridBench.
 ## Source Versions
 
 - Package version: `neurips2026-review-v1`
-- Package created UTC: `2026-05-06T02:28:25Z`
-- Package source snapshot SHA: `9dece6a16daa9b68398d140993e3b02d4dcd83e4`
-- Artifact import SHA: `4b3523cca79aa119ab7fccb51e4ce9ce0f868749`
+- Package refreshed UTC: `2026-05-07T10:35:14Z`
+- Package source snapshot SHA: `c9c2b6c6a2c85d97570f37a3d5c77d3d9ef136a8`
+- Artifact import SHA: `c9c2b6c6a2c85d97570f37a3d5c77d3d9ef136a8`
 - Evidence capture floor SHA: `1913c6e4703425f735d8cb8297cb890ba66bbeff`
 
-The source snapshot SHA identifies the reviewed repository state used to prepare this package. The evidence capture floor SHA identifies the clean source state used by the main paper-grade experiment captures. The artifact import SHA identifies the evidence-import commit that brought final GCP artifacts into the repository history.
+The source snapshot SHA identifies the reviewed repository state used to prepare this package. The evidence capture floor SHA identifies the clean source state used by the main paper-grade experiment captures. The artifact import SHA identifies the final repository state used for the reviewer-facing evidence refresh.
 
 ## Included
 
-- 31 canonical hand-authored scenario JSON files.
+- 36 canonical scenario JSON files: 31 hand-authored scenarios plus 5 generated scenarios promoted after validation and manual review.
 - 5 negative schema fixtures.
 - Paper-grade evidence registry and summary CSVs.
 - Compact per-trial judge scores for paper-grade rows, with private URLs and absolute operator paths removed.
+- Current failure-taxonomy surface and 46-row stratified manual-audit sidecars with reviewer identities and machine paths redacted.
+- Current post-PR175 mitigation before/after export, with private run URLs and local generated-config paths redacted.
+- Compact profiling/W&B inventory, with private run URLs, run IDs, and private artifact names redacted.
 - 12-row manual judge audit sanity table.
 
 ## Excluded
 
 - Raw upstream utility or telemetry datasets that are not redistributed in this artifact.
 - VM-local logs, credentials, private run URLs, and full trajectory logs with environment-specific paths.
-- Generated scenario candidates not part of the canonical hand-authored scenario floor.
+- Generated scenario candidates that were not promoted into the canonical 36-scenario package.
 - Invalid or superseded cohorts except as explicit exclusion rows in `data/evidence_registry.csv`.
 
 ## Anonymization Notes
diff --git a/README.md b/README.md
index badba2c2095f28ce2098a9c5229f00cdaa89ebf7..5b18b44fbdb8ecd323bb8ffef7d556e07ffcd679 100644
--- a/README.md
+++ b/README.md
@@ -14,6 +14,22 @@ configs:
   data_files:
   - split: train
     path: data/evidence_registry.csv
+- config_name: failure_taxonomy_current
+  data_files:
+  - split: train
+    path: data/failure_taxonomy_current.csv
+- config_name: failure_taxonomy_current_auto_label_counts
+  data_files:
+  - split: train
+    path: data/failure_taxonomy_current_auto_label_counts.csv
+- config_name: failure_taxonomy_current_failed_dim_counts
+  data_files:
+  - split: train
+    path: data/failure_taxonomy_current_failed_dim_counts.csv
+- config_name: failure_taxonomy_current_manual_audit_counts
+  data_files:
+  - split: train
+    path: data/failure_taxonomy_current_manual_audit_counts.csv
 - config_name: failure_evidence_table
   data_files:
   - split: train
@@ -50,6 +66,10 @@ configs:
   data_files:
   - split: train
     path: data/paper_grade_scenario_scores.csv
+- config_name: profiling_inventory
+  data_files:
+  - split: train
+    path: data/profiling_inventory.csv
 - config_name: scenario_catalog
   data_files:
   - split: train
@@ -59,18 +79,20 @@ configs:
 
 This anonymous reviewer artifact contains the paper-facing SmartGridBench scenario and evidence tables for a NeurIPS 2026 Evaluations & Datasets submission.
 
-SmartGridBench evaluates tool-using language agents on Smart Grid transformer-maintenance workflows. The package includes 31 hand-authored scenario definitions, 5 negative schema fixtures, paper-grade evidence registries, summary tables, a compact judge-score table, and a small manual judge audit table.
+SmartGridBench evaluates tool-using language agents on Smart Grid transformer-maintenance workflows. The package includes 36 canonical scenario definitions (31 hand-authored plus 5 promoted generated scenarios), 5 negative schema fixtures, paper-grade evidence registries, summary tables, a compact judge-score table, a manual judge audit table, and a compact profiling/W&B inventory with private links redacted.
 
 ## Contents
 
-- `data/scenario_catalog.csv`: tabular catalog of the 31 canonical scenario JSON files.
-- `scenarios/*.json`: canonical hand-authored scenario definitions.
+- `data/scenario_catalog.csv`: tabular catalog of the 36 canonical scenario JSON files.
+- `scenarios/*.json`: canonical scenario definitions: 31 hand-authored plus 5 promoted generated scenarios.
 - `negative_checks/*.json`: intentionally invalid schema fixtures for validator checks.
 - `data/evidence_registry.csv`: machine-readable ledger for paper-grade, superseded, diagnostic, and invalid cohorts.
 - `data/gcp_post175_final_summary.csv`: paper-facing summary for 37 row groups and 2,420 judged trajectories.
 - `data/gcp_post175_core31_summary.csv`: 31-scenario 8B core matrix summary.
 - `data/gcp_post175_mitigation_4tier_summary.csv`: matched mitigation ladder summary.
 - `data/gcp_post175_70b_summary.csv`: hosted 70B scaling summary.
+- `data/mitigation_before_after.csv`: current post-PR175 mitigation before/after comparison export.
+- `data/profiling_inventory.csv`: compact profiling/W&B inventory; private run URLs and artifact names are redacted.
 - `data/paper_grade_scenario_scores.csv`: compact per-trial judge score table for included paper-grade rows.
 - `data/manual_judge_audit.csv`: 12-row manual audit sanity check of the judge.
 - `PROVENANCE.md`: source, inclusion, exclusion, and anonymization notes.
@@ -101,8 +123,8 @@ Dataset documentation, scenario definitions, and derived evidence tables in this
 ## Version
 
 - Package version: `neurips2026-review-v1`
-- Package created UTC: `2026-05-06T02:28:25Z`
-- Package source snapshot SHA: `9dece6a16daa9b68398d140993e3b02d4dcd83e4`
-- Anonymous code snapshot SHA: `64ce4792ab83ebebbc6c1c24013ed177c667ddef`
-- Artifact import SHA: `4b3523cca79aa119ab7fccb51e4ce9ce0f868749`
+- Package refreshed UTC: `2026-05-07T10:35:14Z`
+- Package source snapshot SHA: `c9c2b6c6a2c85d97570f37a3d5c77d3d9ef136a8`
+- Anonymous code snapshot SHA: `c9c2b6c6a2c85d97570f37a3d5c77d3d9ef136a8`
+- Artifact import SHA: `c9c2b6c6a2c85d97570f37a3d5c77d3d9ef136a8`
 - Evidence capture floor SHA: `1913c6e4703425f735d8cb8297cb890ba66bbeff`
diff --git a/VALIDATION.md b/VALIDATION.md
index 4aab8ca18da47d755de8a08d761e7e0311ffd61d..7f53abe61a20ebef198691f57f34c2a02cacdd3e 100644
--- a/VALIDATION.md
+++ b/VALIDATION.md
@@ -1,12 +1,16 @@
 # Validation
 
-Validation performed while assembling `neurips2026-review-v1`:
+Validation performed while assembling and refreshing `neurips2026-review-v1`:
 
-- 31 canonical scenario JSON files copied into `scenarios/`.
+- 36 canonical scenario JSON files copied into `scenarios/`.
 - 5 negative schema fixtures copied into `negative_checks/`.
 - 37 included paper-grade row groups copied from `data/evidence_registry.csv`.
 - 2,420 compact per-trial judge rows written to `data/paper_grade_scenario_scores.csv`.
+- Current failure-taxonomy CSV, manual-audit sidecars, and count tables copied with reviewer identities and machine paths redacted.
+- Current post-PR175 mitigation before/after export copied with private W&B URLs and machine-local generated-config paths redacted.
+- Compact profiling/W&B inventory copied with private W&B URLs, run IDs, and private artifact names redacted.
+- Private W&B URLs were redacted across all reviewer-facing CSVs.
 - File-level SHA-256 checksums written to `MANIFEST.csv`.
-- Local leak checks were run over usernames, institutional strings, private run URLs, absolute machine paths, credential-looking words, and project-owner identifiers.
+- Local leak checks were run over usernames, institutional strings, private run URLs, absolute machine paths, live-token patterns, and project-owner identifiers.
 
-Expected leak-check result for this package version: no matches for author identity, institution, private run URLs, local absolute paths, credentials, or tokens.
+Expected leak-check result for this package version: no matches for author identity, institution, private run URLs, local absolute paths, or live credentials/tokens. Environment variable names such as `HF_TOKEN` may appear in executable setup scripts.
diff --git a/code/CODE_PACKAGE_VALIDATION.md b/code/CODE_PACKAGE_VALIDATION.md
index 4cb063d245fa94b29be91f906fb4c4fbb02ed37a..b4eee590b901b614c54cbdfc4c06293b5f244b26 100644
--- a/code/CODE_PACKAGE_VALIDATION.md
+++ b/code/CODE_PACKAGE_VALIDATION.md
@@ -1,8 +1,8 @@
 # Code Package Validation
 
-Validation run on 2026-05-06 for the anonymous review code package.
+Validation run on 2026-05-06 and refreshed on 2026-05-07 for the anonymous review code package.
 
-Source snapshot recorded in the paper ledger: `64ce4792ab83ebebbc6c1c24013ed177c667ddef`.
+Source snapshot recorded in the paper ledger: `c9c2b6c6a2c85d97570f37a3d5c77d3d9ef136a8`.
 
 Commands run before upload:
 
@@ -17,10 +17,11 @@ python3 scripts/generate_scenarios.py --dry-run --family FMSR_DGA_DIAGNOSIS
 Results:
 
 - Python compilation completed without syntax errors.
-- Scenario validation passed for 31 scenario files and 5 negative fixtures.
+- Scenario validation passed for 36 scenario files and 5 negative fixtures.
 - Config universe generation/check completed for 483 generated configs.
 - Judge CLI help rendered successfully.
 - Scenario generator dry-run built a prompt and skipped the LLM call as expected.
-- Identity/path leak scan over the uploaded code package returned no matches for known author names, local usernames, local paths, stale HF identities, institution strings, private GitHub org strings, or private handles.
+- Final evidence-export helpers for mitigation before/after and profiling inventory compiled successfully.
+- Identity/path leak scan over the uploaded code package returned no matches for known author names, local usernames, local paths, stale HF identities, institution strings, private GitHub org strings, private handles, or live tokens. Environment variable names such as `HF_TOKEN` remain in setup scripts.
 
 Full benchmark execution requires model credentials and, for Plan-Execute paths, a reviewer-local AssetOpsBench checkout supplied via `AOB_PATH`.
diff --git a/code/LICENSE.md b/code/LICENSE.md
index 443d12fddccc2e0af4e3366cafb1eed7a6fcd9ee..68024bb4d611b1a24086e0d51b1a167aa042c60b 100644
--- a/code/LICENSE.md
+++ b/code/LICENSE.md
@@ -1,6 +1,6 @@
-MIT License
+# MIT License
 
-Copyright (c) 2026 Anonymous Authors
+Copyright (c) 2026 Anonymous SmartGridBench Authors
 
 Permission is hereby granted, free of charge, to any person obtaining a copy
 of this software and associated documentation files (the "Software"), to deal
diff --git a/code/README.md b/code/README.md
index 5828f5feb2a1b06de7fc9101f9f109921e9d48c5..495a973f28345be7d444e7ebee7ac266efd433b9 100644
--- a/code/README.md
+++ b/code/README.md
@@ -20,7 +20,7 @@ GPU/vLLM runs additionally require the local model path and serving stack descri
 ## Included
 
 - `mcp_servers/`: four Smart Grid MCP server domains over public-safe synthetic CSVs.
-- `scripts/`: benchmark runners, orchestration helpers, scenario generation helpers, judge helper, and serving smoke scripts.
+- `scripts/`: benchmark runners, orchestration helpers, scenario generation helpers, judge helper, evidence-export helpers, and serving smoke scripts.
 - `configs/`: canonical benchmark and smoke env files.
 - `data/processed/`: synthetic/public-safe fixture data.
 - `data/scenarios/`: canonical scenario JSON files and negative checks.
diff --git a/code/benchmarks/cell_Y_plan_execute/raw/local-20260506-123437_pe_mcp_baseline_smoke/harness.log b/code/benchmarks/cell_Y_plan_execute/raw/local-20260506-123437_pe_mcp_baseline_smoke/harness.log
deleted file mode 100644
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000
diff --git a/code/configs/README.md b/code/configs/README.md
index f2f2b33cc1d2834b1d6e33b3ba594096f64026e5..0a5ad4ab256252f8f0f471aa42f2b0cd203c26f8 100644
--- a/code/configs/README.md
+++ b/code/configs/README.md
@@ -1,3 +1,10 @@
+---
+status: canonical-index
+scope: team-repo
+owner: Team 13
+canonical: true
+---
+
 # configs/
 
 Experiment configs consumed by [scripts/run_experiment.sh](../scripts/run_experiment.sh).
diff --git a/code/configs/aat_direct_smoke.env b/code/configs/aat_direct_smoke.env
index 24a3c179374432e96f263b71c6fb02b48b35aaed..1fc3563d9d5e2a5a9dedb35c8a5139c15853fbcc 100644
--- a/code/configs/aat_direct_smoke.env
+++ b/code/configs/aat_direct_smoke.env
@@ -1,7 +1,7 @@
 # One-off smoke config for the AaT runner validation of #104.
 # Targeted at Insomnia local-vLLM Llama-3.1-8B-Instruct (LAUNCH_VLLM=1).
 # Run from the team-shared checkout at
-#     /insomnia001/depts/edu/users/team13/hpml-assetopsbench-smart-grid-mcp
+#     /path/to/smartgridbench
 # Submit:
 #     sbatch --mail-type=BEGIN,END,FAIL --mail-user=$MAIL_USER \
 #         scripts/run_experiment.sh configs/aat_direct_smoke.env
diff --git a/code/configs/aat_mcp_baseline.env b/code/configs/aat_mcp_baseline.env
index a49e99432b3b92ddd84acd82c0f258ca5a4db1be..cc2e641dd640c400b66ee62c1e052302663dab49 100644
--- a/code/configs/aat_mcp_baseline.env
+++ b/code/configs/aat_mcp_baseline.env
@@ -8,7 +8,7 @@
 # CONTRIBUTING_EXPERIMENTS lists both families.
 #
 # STATUS (2026-04-24): runner wired via scripts/aat_runner.py (#104).
-# the MCP lane's MCP server hardening landed; the canonical Insomnia
+# MCP server hardening landed; the canonical Insomnia
 # Llama-3.1-8B Cell B capture for #25 is a follow-up.
 
 EXPERIMENT_NAME="aat_mcp_baseline"
diff --git a/code/configs/aat_mcp_baseline_smoke.env b/code/configs/aat_mcp_baseline_smoke.env
index f95ecdad00c9340ddd8ce7f78de21f9723218fca..168ffb2025c7942da12930f67a2809f73b17ae68 100644
--- a/code/configs/aat_mcp_baseline_smoke.env
+++ b/code/configs/aat_mcp_baseline_smoke.env
@@ -1,7 +1,7 @@
 # One-off smoke config for the AaT runner validation of #104.
 # Targeted at Insomnia local-vLLM Llama-3.1-8B-Instruct (LAUNCH_VLLM=1).
 # Run from the team-shared checkout at
-#     /insomnia001/depts/edu/users/team13/hpml-assetopsbench-smart-grid-mcp
+#     /path/to/smartgridbench
 # Submit:
 #     sbatch --mail-type=BEGIN,END,FAIL --mail-user=$MAIL_USER \
 #         scripts/run_experiment.sh configs/aat_mcp_baseline_smoke.env
diff --git a/code/configs/aat_mcp_optimized.env b/code/configs/aat_mcp_optimized.env
index 8f01f954db97e2f7362cf560cebaf143635c94d3..69bdd668948a142bdfa83d1c5cec3271fdd15cd0 100644
--- a/code/configs/aat_mcp_optimized.env
+++ b/code/configs/aat_mcp_optimized.env
@@ -1,7 +1,7 @@
 # Experiment 1 Cell C — Agent-as-Tool + MCP optimized.
 #
 # Same tools as Cell B (MCP baseline), with two layers of optimization:
-#  - MCP transport: batch runner + connection reuse (the validation lane's #31)
+#  - MCP transport: batch runner + connection reuse (Anonymous reviewer's #31)
 #  - vLLM serving: prefix caching only (this config, Lane 2 / #30)
 # (Cell B - Cell C) latency quantifies how much of the transport overhead is
 # recoverable when both optimizations are stacked. See
diff --git a/code/configs/config_universe/README.md b/code/configs/config_universe/README.md
index 4a69cd6833a64269386d60fb23988cb268d65c80..6c79b60dcb04ea5febc51e42aafa5e99f90c4b88 100644
--- a/code/configs/config_universe/README.md
+++ b/code/configs/config_universe/README.md
@@ -1,3 +1,10 @@
+---
+status: canonical-index
+scope: team-repo
+owner: Team 13
+canonical: true
+---
+
 # Config Universe
 
 Generated SmartGridBench experiment configs for opportunistic compute waves.
@@ -28,22 +35,22 @@ fails, run the generator normally and inspect the resulting diff.
 
 | Cohort | Rows | Expected trajectories | Notes |
 |---|---:|---:|---|
-| `context_all31x3_full` | 60 | 5580 | 8K/16K/32K context ablations for every local method row |
-| `decoding_all31x3` | 14 | 1302 | temperature ablation on core local rows |
-| `local_all31x5_full` | 20 | 3100 | full local 8B method cross-product over all 31 canonical scenarios |
-| `local_fmsr7_5x_full` | 20 | 700 | local 8B method cross-product on one canonical domain slice |
+| `context_all31x3_full` | 60 | 6480 | 8K/16K/32K context ablations for every local method row |
+| `decoding_all31x3` | 14 | 1512 | temperature ablation on core local rows |
+| `local_all31x5_full` | 20 | 3600 | full local 8B method cross-product over the canonical scenario set |
+| `local_fmsr7_5x_full` | 20 | 800 | local 8B method cross-product on one canonical domain slice |
 | `local_generated5x5_full` | 20 | 0 | local 8B method cross-product over the latest reviewed generated-scenario batch |
-| `local_iot6_5x_full` | 20 | 600 | local 8B method cross-product on one canonical domain slice |
+| `local_iot6_5x_full` | 20 | 900 | local 8B method cross-product on one canonical domain slice |
 | `local_multi7_5x_full` | 20 | 700 | local 8B method cross-product on one canonical domain slice |
 | `local_smoke1x1_full` | 20 | 20 | one-scenario local 8B smoke for every local method row |
 | `local_tsfm5_5x_full` | 20 | 500 | local 8B method cross-product on one canonical domain slice |
-| `local_wo6_5x_full` | 20 | 600 | local 8B method cross-product on one canonical domain slice |
-| `mitigation_all31x5_full` | 64 | 9920 | 4-tier mitigation ladder crossed with every PE-family local method |
+| `local_wo6_5x_full` | 20 | 700 | local 8B method cross-product on one canonical domain slice |
+| `mitigation_all31x5_full` | 64 | 11520 | 4-tier mitigation ladder crossed with every PE-family local method |
 | `mitigation_generated5x5_full` | 64 | 0 | 4-tier mitigation ladder over the latest reviewed generated-scenario batch |
-| `repair_depth_all31x3` | 24 | 2232 | repair/adjudication depth ablation on the main Self-Ask PE-family rows |
-| `watsonx70b_all31x5_full` | 11 | 1705 | hosted-70B all-31 core/transport PE-family expansion |
+| `repair_depth_all31x3` | 24 | 2592 | repair/adjudication depth ablation on the main Self-Ask PE-family rows |
+| `watsonx70b_all31x5_full` | 11 | 1980 | hosted-70B all-31 core/transport PE-family expansion |
 | `watsonx70b_generated5x5_full` | 11 | 0 | hosted-70B method cross-product over the latest reviewed generated-scenario batch |
-| `watsonx70b_mitigation_all31x5_full` | 32 | 4960 | hosted-70B mitigation ladder for hosted-compatible PE-family rows |
+| `watsonx70b_mitigation_all31x5_full` | 32 | 5760 | hosted-70B mitigation ladder for hosted-compatible PE-family rows |
 | `watsonx70b_mitigation_generated5x5_full` | 32 | 0 | hosted-70B mitigation ladder over the latest reviewed generated-scenario batch |
 | `watsonx70b_smoke1x1_full` | 11 | 11 | one-scenario hosted-70B smoke for every hosted-compatible method row |
 
diff --git a/code/configs/config_universe/catalog.tsv b/code/configs/config_universe/catalog.tsv
index 21bdc3843d8b3f593e29e8964586f41e9526b984..ebda11bed528d62878a8fcf3550f9069664a4e46 100644
--- a/code/configs/config_universe/catalog.tsv
+++ b/code/configs/config_universe/catalog.tsv
@@ -1,118 +1,118 @@
 cohort	label	config	runtime_family	scenario_set	scenario_count	trials	expected_trajectories	source	cell	description	tags
-context_all31x3_full	AT_D_16K	configs/config_universe/generated/context_all31x3_full/at_d_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_model_optimized.env	AT_D_16K	AaT optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	AT_D_32K	configs/config_universe/generated/context_all31x3_full/at_d_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_model_optimized.env	AT_D_32K	AaT optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	AT_D_8K	configs/config_universe/generated/context_all31x3_full/at_d_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_model_optimized.env	AT_D_8K	AaT optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	AT_I_16K	configs/config_universe/generated/context_all31x3_full/at_i_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/aat_direct.env	AT_I_16K	AaT direct Python tools; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	AT_I_32K	configs/config_universe/generated/context_all31x3_full/at_i_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/aat_direct.env	AT_I_32K	AaT direct Python tools; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	AT_I_8K	configs/config_universe/generated/context_all31x3_full/at_i_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/aat_direct.env	AT_I_8K	AaT direct Python tools; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	AT_M_16K	configs/config_universe/generated/context_all31x3_full/at_m_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_baseline.env	AT_M_16K	AaT MCP baseline transport; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	AT_M_32K	configs/config_universe/generated/context_all31x3_full/at_m_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_baseline.env	AT_M_32K	AaT MCP baseline transport; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	AT_M_8K	configs/config_universe/generated/context_all31x3_full/at_m_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_baseline.env	AT_M_8K	AaT MCP baseline transport; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	AT_T_16K	configs/config_universe/generated/context_all31x3_full/at_t_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_optimized.env	AT_T_16K	AaT optimized MCP transport plus prefix caching; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	AT_T_32K	configs/config_universe/generated/context_all31x3_full/at_t_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_optimized.env	AT_T_32K	AaT optimized MCP transport plus prefix caching; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	AT_T_8K	configs/config_universe/generated/context_all31x3_full/at_t_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_optimized.env	AT_T_8K	AaT optimized MCP transport plus prefix caching; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_D_16K	configs/config_universe/generated/context_all31x3_full/pe_d_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_16K	Plan-Execute with local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_D_32K	configs/config_universe/generated/context_all31x3_full/pe_d_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_32K	Plan-Execute with local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_D_8K	configs/config_universe/generated/context_all31x3_full/pe_d_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_8K	Plan-Execute with local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_M_16K	configs/config_universe/generated/context_all31x3_full/pe_m_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_16K	Plan-Execute MCP baseline; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_M_32K	configs/config_universe/generated/context_all31x3_full/pe_m_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_32K	Plan-Execute MCP baseline; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_M_8K	configs/config_universe/generated/context_all31x3_full/pe_m_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_8K	Plan-Execute MCP baseline; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_S_D_16K	configs/config_universe/generated/context_all31x3_full/pe_s_d_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_16K	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_S_D_32K	configs/config_universe/generated/context_all31x3_full/pe_s_d_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_32K	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_S_D_8K	configs/config_universe/generated/context_all31x3_full/pe_s_d_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_8K	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_S_M_16K	configs/config_universe/generated/context_all31x3_full/pe_s_m_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_16K	Plan-Execute plus Self-Ask on MCP baseline; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_S_M_32K	configs/config_universe/generated/context_all31x3_full/pe_s_m_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_32K	Plan-Execute plus Self-Ask on MCP baseline; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_S_M_8K	configs/config_universe/generated/context_all31x3_full/pe_s_m_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_8K	Plan-Execute plus Self-Ask on MCP baseline; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_S_TD_16K	configs/config_universe/generated/context_all31x3_full/pe_s_td_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_16K	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_S_TD_32K	configs/config_universe/generated/context_all31x3_full/pe_s_td_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_32K	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_S_TD_8K	configs/config_universe/generated/context_all31x3_full/pe_s_td_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_8K	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_S_T_16K	configs/config_universe/generated/context_all31x3_full/pe_s_t_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_16K	Plan-Execute plus Self-Ask with optimized MCP transport; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_S_T_32K	configs/config_universe/generated/context_all31x3_full/pe_s_t_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_32K	Plan-Execute plus Self-Ask with optimized MCP transport; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_S_T_8K	configs/config_universe/generated/context_all31x3_full/pe_s_t_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_8K	Plan-Execute plus Self-Ask with optimized MCP transport; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_TD_16K	configs/config_universe/generated/context_all31x3_full/pe_td_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_16K	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_TD_32K	configs/config_universe/generated/context_all31x3_full/pe_td_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_32K	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_TD_8K	configs/config_universe/generated/context_all31x3_full/pe_td_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_8K	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_T_16K	configs/config_universe/generated/context_all31x3_full/pe_t_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_16K	Plan-Execute optimized MCP transport; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_T_32K	configs/config_universe/generated/context_all31x3_full/pe_t_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_32K	Plan-Execute optimized MCP transport; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	PE_T_8K	configs/config_universe/generated/context_all31x3_full/pe_t_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_8K	Plan-Execute optimized MCP transport; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_D_16K	configs/config_universe/generated/context_all31x3_full/v_d_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_16K	Verified PE with local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_D_32K	configs/config_universe/generated/context_all31x3_full/v_d_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_32K	Verified PE with local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_D_8K	configs/config_universe/generated/context_all31x3_full/v_d_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_8K	Verified PE with local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_M_16K	configs/config_universe/generated/context_all31x3_full/v_m_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_16K	Verified PE MCP baseline; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_M_32K	configs/config_universe/generated/context_all31x3_full/v_m_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_32K	Verified PE MCP baseline; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_M_8K	configs/config_universe/generated/context_all31x3_full/v_m_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_8K	Verified PE MCP baseline; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_S_D_16K	configs/config_universe/generated/context_all31x3_full/v_s_d_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_16K	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_S_D_32K	configs/config_universe/generated/context_all31x3_full/v_s_d_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_32K	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_S_D_8K	configs/config_universe/generated/context_all31x3_full/v_s_d_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_8K	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_S_M_16K	configs/config_universe/generated/context_all31x3_full/v_s_m_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_16K	Verified PE plus Self-Ask on MCP baseline; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_S_M_32K	configs/config_universe/generated/context_all31x3_full/v_s_m_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_32K	Verified PE plus Self-Ask on MCP baseline; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_S_M_8K	configs/config_universe/generated/context_all31x3_full/v_s_m_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_8K	Verified PE plus Self-Ask on MCP baseline; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_S_TD_16K	configs/config_universe/generated/context_all31x3_full/v_s_td_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_16K	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_S_TD_32K	configs/config_universe/generated/context_all31x3_full/v_s_td_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_32K	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_S_TD_8K	configs/config_universe/generated/context_all31x3_full/v_s_td_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_8K	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_S_T_16K	configs/config_universe/generated/context_all31x3_full/v_s_t_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_16K	Verified PE plus Self-Ask with optimized MCP transport; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_S_T_32K	configs/config_universe/generated/context_all31x3_full/v_s_t_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_32K	Verified PE plus Self-Ask with optimized MCP transport; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_S_T_8K	configs/config_universe/generated/context_all31x3_full/v_s_t_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_8K	Verified PE plus Self-Ask with optimized MCP transport; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_TD_16K	configs/config_universe/generated/context_all31x3_full/v_td_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_16K	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_TD_32K	configs/config_universe/generated/context_all31x3_full/v_td_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_32K	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_TD_8K	configs/config_universe/generated/context_all31x3_full/v_td_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_8K	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_T_16K	configs/config_universe/generated/context_all31x3_full/v_t_16k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_16K	Verified PE optimized MCP transport; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_T_32K	configs/config_universe/generated/context_all31x3_full/v_t_32k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_32K	Verified PE optimized MCP transport; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
-context_all31x3_full	V_T_8K	configs/config_universe/generated/context_all31x3_full/v_t_8k.env	config_universe_context_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_8K	Verified PE optimized MCP transport; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
-decoding_all31x3	AT_I_TEMP02	configs/config_universe/generated/decoding_all31x3/at_i_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/aat_direct.env	AT_I_T02	AaT direct Python tools; decoding temperature 0.2	config_universe,decoding_ablation
-decoding_all31x3	AT_I_TEMP07	configs/config_universe/generated/decoding_all31x3/at_i_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/aat_direct.env	AT_I_T07	AaT direct Python tools; decoding temperature 0.7	config_universe,decoding_ablation
-decoding_all31x3	AT_M_TEMP02	configs/config_universe/generated/decoding_all31x3/at_m_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_baseline.env	AT_M_T02	AaT MCP baseline transport; decoding temperature 0.2	config_universe,decoding_ablation
-decoding_all31x3	AT_M_TEMP07	configs/config_universe/generated/decoding_all31x3/at_m_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_baseline.env	AT_M_T07	AaT MCP baseline transport; decoding temperature 0.7	config_universe,decoding_ablation
-decoding_all31x3	AT_T_TEMP02	configs/config_universe/generated/decoding_all31x3/at_t_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_optimized.env	AT_T_T02	AaT optimized MCP transport plus prefix caching; decoding temperature 0.2	config_universe,decoding_ablation
-decoding_all31x3	AT_T_TEMP07	configs/config_universe/generated/decoding_all31x3/at_t_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/aat_mcp_optimized.env	AT_T_T07	AaT optimized MCP transport plus prefix caching; decoding temperature 0.7	config_universe,decoding_ablation
-decoding_all31x3	PE_M_TEMP02	configs/config_universe/generated/decoding_all31x3/pe_m_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_T02	Plan-Execute MCP baseline; decoding temperature 0.2	config_universe,decoding_ablation
-decoding_all31x3	PE_M_TEMP07	configs/config_universe/generated/decoding_all31x3/pe_m_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_T07	Plan-Execute MCP baseline; decoding temperature 0.7	config_universe,decoding_ablation
-decoding_all31x3	PE_S_M_TEMP02	configs/config_universe/generated/decoding_all31x3/pe_s_m_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_T02	Plan-Execute plus Self-Ask on MCP baseline; decoding temperature 0.2	config_universe,decoding_ablation
-decoding_all31x3	PE_S_M_TEMP07	configs/config_universe/generated/decoding_all31x3/pe_s_m_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_T07	Plan-Execute plus Self-Ask on MCP baseline; decoding temperature 0.7	config_universe,decoding_ablation
-decoding_all31x3	V_M_TEMP02	configs/config_universe/generated/decoding_all31x3/v_m_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_T02	Verified PE MCP baseline; decoding temperature 0.2	config_universe,decoding_ablation
-decoding_all31x3	V_M_TEMP07	configs/config_universe/generated/decoding_all31x3/v_m_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_T07	Verified PE MCP baseline; decoding temperature 0.7	config_universe,decoding_ablation
-decoding_all31x3	V_S_M_TEMP02	configs/config_universe/generated/decoding_all31x3/v_s_m_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_T02	Verified PE plus Self-Ask on MCP baseline; decoding temperature 0.2	config_universe,decoding_ablation
-decoding_all31x3	V_S_M_TEMP07	configs/config_universe/generated/decoding_all31x3/v_s_m_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_T07	Verified PE plus Self-Ask on MCP baseline; decoding temperature 0.7	config_universe,decoding_ablation
-local_all31x5_full	AT_D	configs/config_universe/generated/local_all31x5_full/at_d.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/aat_mcp_model_optimized.env	AT_D	AaT optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
-local_all31x5_full	AT_I	configs/config_universe/generated/local_all31x5_full/at_i.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/aat_direct.env	AT_I	AaT direct Python tools	config_universe,local8b,full_cross_product
-local_all31x5_full	AT_M	configs/config_universe/generated/local_all31x5_full/at_m.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/aat_mcp_baseline.env	AT_M	AaT MCP baseline transport	config_universe,local8b,full_cross_product
-local_all31x5_full	AT_T	configs/config_universe/generated/local_all31x5_full/at_t.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/aat_mcp_optimized.env	AT_T	AaT optimized MCP transport plus prefix caching	config_universe,local8b,full_cross_product
-local_all31x5_full	PE_D	configs/config_universe/generated/local_all31x5_full/pe_d.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D	Plan-Execute with local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
-local_all31x5_full	PE_M	configs/config_universe/generated/local_all31x5_full/pe_m.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M	Plan-Execute MCP baseline	config_universe,local8b,full_cross_product
-local_all31x5_full	PE_S_D	configs/config_universe/generated/local_all31x5_full/pe_s_d.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
-local_all31x5_full	PE_S_M	configs/config_universe/generated/local_all31x5_full/pe_s_m.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M	Plan-Execute plus Self-Ask on MCP baseline	config_universe,local8b,full_cross_product
-local_all31x5_full	PE_S_T	configs/config_universe/generated/local_all31x5_full/pe_s_t.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T	Plan-Execute plus Self-Ask with optimized MCP transport	config_universe,local8b,full_cross_product
-local_all31x5_full	PE_S_TD	configs/config_universe/generated/local_all31x5_full/pe_s_td.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
-local_all31x5_full	PE_T	configs/config_universe/generated/local_all31x5_full/pe_t.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T	Plan-Execute optimized MCP transport	config_universe,local8b,full_cross_product
-local_all31x5_full	PE_TD	configs/config_universe/generated/local_all31x5_full/pe_td.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
-local_all31x5_full	V_D	configs/config_universe/generated/local_all31x5_full/v_d.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D	Verified PE with local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
-local_all31x5_full	V_M	configs/config_universe/generated/local_all31x5_full/v_m.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M	Verified PE MCP baseline	config_universe,local8b,full_cross_product
-local_all31x5_full	V_S_D	configs/config_universe/generated/local_all31x5_full/v_s_d.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
-local_all31x5_full	V_S_M	configs/config_universe/generated/local_all31x5_full/v_s_m.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M	Verified PE plus Self-Ask on MCP baseline	config_universe,local8b,full_cross_product
-local_all31x5_full	V_S_T	configs/config_universe/generated/local_all31x5_full/v_s_t.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T	Verified PE plus Self-Ask with optimized MCP transport	config_universe,local8b,full_cross_product
-local_all31x5_full	V_S_TD	configs/config_universe/generated/local_all31x5_full/v_s_td.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
-local_all31x5_full	V_T	configs/config_universe/generated/local_all31x5_full/v_t.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T	Verified PE optimized MCP transport	config_universe,local8b,full_cross_product
-local_all31x5_full	V_TD	configs/config_universe/generated/local_all31x5_full/v_td.env	config_universe_local8b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
-local_fmsr7_5x_full	AT_D	configs/config_universe/generated/local_fmsr7_5x_full/at_d.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/aat_mcp_model_optimized.env	AT_D	AaT optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	AT_I	configs/config_universe/generated/local_fmsr7_5x_full/at_i.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/aat_direct.env	AT_I	AaT direct Python tools	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	AT_M	configs/config_universe/generated/local_fmsr7_5x_full/at_m.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/aat_mcp_baseline.env	AT_M	AaT MCP baseline transport	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	AT_T	configs/config_universe/generated/local_fmsr7_5x_full/at_t.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/aat_mcp_optimized.env	AT_T	AaT optimized MCP transport plus prefix caching	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	PE_D	configs/config_universe/generated/local_fmsr7_5x_full/pe_d.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D	Plan-Execute with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	PE_M	configs/config_universe/generated/local_fmsr7_5x_full/pe_m.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M	Plan-Execute MCP baseline	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	PE_S_D	configs/config_universe/generated/local_fmsr7_5x_full/pe_s_d.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	PE_S_M	configs/config_universe/generated/local_fmsr7_5x_full/pe_s_m.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M	Plan-Execute plus Self-Ask on MCP baseline	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	PE_S_T	configs/config_universe/generated/local_fmsr7_5x_full/pe_s_t.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T	Plan-Execute plus Self-Ask with optimized MCP transport	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	PE_S_TD	configs/config_universe/generated/local_fmsr7_5x_full/pe_s_td.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	PE_T	configs/config_universe/generated/local_fmsr7_5x_full/pe_t.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T	Plan-Execute optimized MCP transport	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	PE_TD	configs/config_universe/generated/local_fmsr7_5x_full/pe_td.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	V_D	configs/config_universe/generated/local_fmsr7_5x_full/v_d.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D	Verified PE with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	V_M	configs/config_universe/generated/local_fmsr7_5x_full/v_m.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M	Verified PE MCP baseline	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	V_S_D	configs/config_universe/generated/local_fmsr7_5x_full/v_s_d.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	V_S_M	configs/config_universe/generated/local_fmsr7_5x_full/v_s_m.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M	Verified PE plus Self-Ask on MCP baseline	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	V_S_T	configs/config_universe/generated/local_fmsr7_5x_full/v_s_t.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T	Verified PE plus Self-Ask with optimized MCP transport	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	V_S_TD	configs/config_universe/generated/local_fmsr7_5x_full/v_s_td.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	V_T	configs/config_universe/generated/local_fmsr7_5x_full/v_t.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T	Verified PE optimized MCP transport	config_universe,local8b,domain_slice
-local_fmsr7_5x_full	V_TD	configs/config_universe/generated/local_fmsr7_5x_full/v_td.env	config_universe_local8b	smartgrid_fmsr7_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+context_all31x3_full	AT_D_16K	configs/config_universe/generated/context_all31x3_full/at_d_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_model_optimized.env	AT_D_16K	AaT optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	AT_D_32K	configs/config_universe/generated/context_all31x3_full/at_d_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_model_optimized.env	AT_D_32K	AaT optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	AT_D_8K	configs/config_universe/generated/context_all31x3_full/at_d_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_model_optimized.env	AT_D_8K	AaT optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	AT_I_16K	configs/config_universe/generated/context_all31x3_full/at_i_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/aat_direct.env	AT_I_16K	AaT direct Python tools; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	AT_I_32K	configs/config_universe/generated/context_all31x3_full/at_i_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/aat_direct.env	AT_I_32K	AaT direct Python tools; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	AT_I_8K	configs/config_universe/generated/context_all31x3_full/at_i_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/aat_direct.env	AT_I_8K	AaT direct Python tools; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	AT_M_16K	configs/config_universe/generated/context_all31x3_full/at_m_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_baseline.env	AT_M_16K	AaT MCP baseline transport; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	AT_M_32K	configs/config_universe/generated/context_all31x3_full/at_m_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_baseline.env	AT_M_32K	AaT MCP baseline transport; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	AT_M_8K	configs/config_universe/generated/context_all31x3_full/at_m_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_baseline.env	AT_M_8K	AaT MCP baseline transport; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	AT_T_16K	configs/config_universe/generated/context_all31x3_full/at_t_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_optimized.env	AT_T_16K	AaT optimized MCP transport plus prefix caching; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	AT_T_32K	configs/config_universe/generated/context_all31x3_full/at_t_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_optimized.env	AT_T_32K	AaT optimized MCP transport plus prefix caching; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	AT_T_8K	configs/config_universe/generated/context_all31x3_full/at_t_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_optimized.env	AT_T_8K	AaT optimized MCP transport plus prefix caching; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_D_16K	configs/config_universe/generated/context_all31x3_full/pe_d_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_16K	Plan-Execute with local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_D_32K	configs/config_universe/generated/context_all31x3_full/pe_d_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_32K	Plan-Execute with local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_D_8K	configs/config_universe/generated/context_all31x3_full/pe_d_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_8K	Plan-Execute with local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_M_16K	configs/config_universe/generated/context_all31x3_full/pe_m_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_16K	Plan-Execute MCP baseline; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_M_32K	configs/config_universe/generated/context_all31x3_full/pe_m_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_32K	Plan-Execute MCP baseline; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_M_8K	configs/config_universe/generated/context_all31x3_full/pe_m_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_8K	Plan-Execute MCP baseline; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_S_D_16K	configs/config_universe/generated/context_all31x3_full/pe_s_d_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_16K	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_S_D_32K	configs/config_universe/generated/context_all31x3_full/pe_s_d_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_32K	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_S_D_8K	configs/config_universe/generated/context_all31x3_full/pe_s_d_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_8K	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_S_M_16K	configs/config_universe/generated/context_all31x3_full/pe_s_m_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_16K	Plan-Execute plus Self-Ask on MCP baseline; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_S_M_32K	configs/config_universe/generated/context_all31x3_full/pe_s_m_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_32K	Plan-Execute plus Self-Ask on MCP baseline; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_S_M_8K	configs/config_universe/generated/context_all31x3_full/pe_s_m_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_8K	Plan-Execute plus Self-Ask on MCP baseline; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_S_TD_16K	configs/config_universe/generated/context_all31x3_full/pe_s_td_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_16K	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_S_TD_32K	configs/config_universe/generated/context_all31x3_full/pe_s_td_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_32K	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_S_TD_8K	configs/config_universe/generated/context_all31x3_full/pe_s_td_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_8K	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_S_T_16K	configs/config_universe/generated/context_all31x3_full/pe_s_t_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_16K	Plan-Execute plus Self-Ask with optimized MCP transport; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_S_T_32K	configs/config_universe/generated/context_all31x3_full/pe_s_t_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_32K	Plan-Execute plus Self-Ask with optimized MCP transport; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_S_T_8K	configs/config_universe/generated/context_all31x3_full/pe_s_t_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_8K	Plan-Execute plus Self-Ask with optimized MCP transport; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_TD_16K	configs/config_universe/generated/context_all31x3_full/pe_td_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_16K	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_TD_32K	configs/config_universe/generated/context_all31x3_full/pe_td_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_32K	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_TD_8K	configs/config_universe/generated/context_all31x3_full/pe_td_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_8K	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_T_16K	configs/config_universe/generated/context_all31x3_full/pe_t_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_16K	Plan-Execute optimized MCP transport; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_T_32K	configs/config_universe/generated/context_all31x3_full/pe_t_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_32K	Plan-Execute optimized MCP transport; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	PE_T_8K	configs/config_universe/generated/context_all31x3_full/pe_t_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_8K	Plan-Execute optimized MCP transport; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_D_16K	configs/config_universe/generated/context_all31x3_full/v_d_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_16K	Verified PE with local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_D_32K	configs/config_universe/generated/context_all31x3_full/v_d_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_32K	Verified PE with local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_D_8K	configs/config_universe/generated/context_all31x3_full/v_d_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_8K	Verified PE with local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_M_16K	configs/config_universe/generated/context_all31x3_full/v_m_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_16K	Verified PE MCP baseline; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_M_32K	configs/config_universe/generated/context_all31x3_full/v_m_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_32K	Verified PE MCP baseline; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_M_8K	configs/config_universe/generated/context_all31x3_full/v_m_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_8K	Verified PE MCP baseline; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_S_D_16K	configs/config_universe/generated/context_all31x3_full/v_s_d_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_16K	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_S_D_32K	configs/config_universe/generated/context_all31x3_full/v_s_d_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_32K	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_S_D_8K	configs/config_universe/generated/context_all31x3_full/v_s_d_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_8K	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_S_M_16K	configs/config_universe/generated/context_all31x3_full/v_s_m_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_16K	Verified PE plus Self-Ask on MCP baseline; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_S_M_32K	configs/config_universe/generated/context_all31x3_full/v_s_m_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_32K	Verified PE plus Self-Ask on MCP baseline; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_S_M_8K	configs/config_universe/generated/context_all31x3_full/v_s_m_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_8K	Verified PE plus Self-Ask on MCP baseline; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_S_TD_16K	configs/config_universe/generated/context_all31x3_full/v_s_td_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_16K	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_S_TD_32K	configs/config_universe/generated/context_all31x3_full/v_s_td_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_32K	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_S_TD_8K	configs/config_universe/generated/context_all31x3_full/v_s_td_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_8K	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_S_T_16K	configs/config_universe/generated/context_all31x3_full/v_s_t_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_16K	Verified PE plus Self-Ask with optimized MCP transport; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_S_T_32K	configs/config_universe/generated/context_all31x3_full/v_s_t_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_32K	Verified PE plus Self-Ask with optimized MCP transport; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_S_T_8K	configs/config_universe/generated/context_all31x3_full/v_s_t_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_8K	Verified PE plus Self-Ask with optimized MCP transport; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_TD_16K	configs/config_universe/generated/context_all31x3_full/v_td_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_16K	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_TD_32K	configs/config_universe/generated/context_all31x3_full/v_td_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_32K	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_TD_8K	configs/config_universe/generated/context_all31x3_full/v_td_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_8K	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_T_16K	configs/config_universe/generated/context_all31x3_full/v_t_16k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_16K	Verified PE optimized MCP transport; context-window ablation at 16384	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_T_32K	configs/config_universe/generated/context_all31x3_full/v_t_32k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_32K	Verified PE optimized MCP transport; context-window ablation at 32768	config_universe,context_ablation,full_cross_product
+context_all31x3_full	V_T_8K	configs/config_universe/generated/context_all31x3_full/v_t_8k.env	config_universe_context_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_8K	Verified PE optimized MCP transport; context-window ablation at 8192	config_universe,context_ablation,full_cross_product
+decoding_all31x3	AT_I_TEMP02	configs/config_universe/generated/decoding_all31x3/at_i_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/aat_direct.env	AT_I_T02	AaT direct Python tools; decoding temperature 0.2	config_universe,decoding_ablation
+decoding_all31x3	AT_I_TEMP07	configs/config_universe/generated/decoding_all31x3/at_i_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/aat_direct.env	AT_I_T07	AaT direct Python tools; decoding temperature 0.7	config_universe,decoding_ablation
+decoding_all31x3	AT_M_TEMP02	configs/config_universe/generated/decoding_all31x3/at_m_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_baseline.env	AT_M_T02	AaT MCP baseline transport; decoding temperature 0.2	config_universe,decoding_ablation
+decoding_all31x3	AT_M_TEMP07	configs/config_universe/generated/decoding_all31x3/at_m_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_baseline.env	AT_M_T07	AaT MCP baseline transport; decoding temperature 0.7	config_universe,decoding_ablation
+decoding_all31x3	AT_T_TEMP02	configs/config_universe/generated/decoding_all31x3/at_t_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_optimized.env	AT_T_T02	AaT optimized MCP transport plus prefix caching; decoding temperature 0.2	config_universe,decoding_ablation
+decoding_all31x3	AT_T_TEMP07	configs/config_universe/generated/decoding_all31x3/at_t_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/aat_mcp_optimized.env	AT_T_T07	AaT optimized MCP transport plus prefix caching; decoding temperature 0.7	config_universe,decoding_ablation
+decoding_all31x3	PE_M_TEMP02	configs/config_universe/generated/decoding_all31x3/pe_m_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_T02	Plan-Execute MCP baseline; decoding temperature 0.2	config_universe,decoding_ablation
+decoding_all31x3	PE_M_TEMP07	configs/config_universe/generated/decoding_all31x3/pe_m_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_T07	Plan-Execute MCP baseline; decoding temperature 0.7	config_universe,decoding_ablation
+decoding_all31x3	PE_S_M_TEMP02	configs/config_universe/generated/decoding_all31x3/pe_s_m_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_T02	Plan-Execute plus Self-Ask on MCP baseline; decoding temperature 0.2	config_universe,decoding_ablation
+decoding_all31x3	PE_S_M_TEMP07	configs/config_universe/generated/decoding_all31x3/pe_s_m_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_T07	Plan-Execute plus Self-Ask on MCP baseline; decoding temperature 0.7	config_universe,decoding_ablation
+decoding_all31x3	V_M_TEMP02	configs/config_universe/generated/decoding_all31x3/v_m_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_T02	Verified PE MCP baseline; decoding temperature 0.2	config_universe,decoding_ablation
+decoding_all31x3	V_M_TEMP07	configs/config_universe/generated/decoding_all31x3/v_m_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_T07	Verified PE MCP baseline; decoding temperature 0.7	config_universe,decoding_ablation
+decoding_all31x3	V_S_M_TEMP02	configs/config_universe/generated/decoding_all31x3/v_s_m_temp02.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_T02	Verified PE plus Self-Ask on MCP baseline; decoding temperature 0.2	config_universe,decoding_ablation
+decoding_all31x3	V_S_M_TEMP07	configs/config_universe/generated/decoding_all31x3/v_s_m_temp07.env	config_universe_decoding_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_T07	Verified PE plus Self-Ask on MCP baseline; decoding temperature 0.7	config_universe,decoding_ablation
+local_all31x5_full	AT_D	configs/config_universe/generated/local_all31x5_full/at_d.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/aat_mcp_model_optimized.env	AT_D	AaT optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
+local_all31x5_full	AT_I	configs/config_universe/generated/local_all31x5_full/at_i.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/aat_direct.env	AT_I	AaT direct Python tools	config_universe,local8b,full_cross_product
+local_all31x5_full	AT_M	configs/config_universe/generated/local_all31x5_full/at_m.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/aat_mcp_baseline.env	AT_M	AaT MCP baseline transport	config_universe,local8b,full_cross_product
+local_all31x5_full	AT_T	configs/config_universe/generated/local_all31x5_full/at_t.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/aat_mcp_optimized.env	AT_T	AaT optimized MCP transport plus prefix caching	config_universe,local8b,full_cross_product
+local_all31x5_full	PE_D	configs/config_universe/generated/local_all31x5_full/pe_d.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D	Plan-Execute with local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
+local_all31x5_full	PE_M	configs/config_universe/generated/local_all31x5_full/pe_m.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M	Plan-Execute MCP baseline	config_universe,local8b,full_cross_product
+local_all31x5_full	PE_S_D	configs/config_universe/generated/local_all31x5_full/pe_s_d.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
+local_all31x5_full	PE_S_M	configs/config_universe/generated/local_all31x5_full/pe_s_m.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M	Plan-Execute plus Self-Ask on MCP baseline	config_universe,local8b,full_cross_product
+local_all31x5_full	PE_S_T	configs/config_universe/generated/local_all31x5_full/pe_s_t.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T	Plan-Execute plus Self-Ask with optimized MCP transport	config_universe,local8b,full_cross_product
+local_all31x5_full	PE_S_TD	configs/config_universe/generated/local_all31x5_full/pe_s_td.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
+local_all31x5_full	PE_T	configs/config_universe/generated/local_all31x5_full/pe_t.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T	Plan-Execute optimized MCP transport	config_universe,local8b,full_cross_product
+local_all31x5_full	PE_TD	configs/config_universe/generated/local_all31x5_full/pe_td.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
+local_all31x5_full	V_D	configs/config_universe/generated/local_all31x5_full/v_d.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D	Verified PE with local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
+local_all31x5_full	V_M	configs/config_universe/generated/local_all31x5_full/v_m.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M	Verified PE MCP baseline	config_universe,local8b,full_cross_product
+local_all31x5_full	V_S_D	configs/config_universe/generated/local_all31x5_full/v_s_d.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
+local_all31x5_full	V_S_M	configs/config_universe/generated/local_all31x5_full/v_s_m.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M	Verified PE plus Self-Ask on MCP baseline	config_universe,local8b,full_cross_product
+local_all31x5_full	V_S_T	configs/config_universe/generated/local_all31x5_full/v_s_t.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T	Verified PE plus Self-Ask with optimized MCP transport	config_universe,local8b,full_cross_product
+local_all31x5_full	V_S_TD	configs/config_universe/generated/local_all31x5_full/v_s_td.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
+local_all31x5_full	V_T	configs/config_universe/generated/local_all31x5_full/v_t.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T	Verified PE optimized MCP transport	config_universe,local8b,full_cross_product
+local_all31x5_full	V_TD	configs/config_universe/generated/local_all31x5_full/v_td.env	config_universe_local8b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,full_cross_product
+local_fmsr7_5x_full	AT_D	configs/config_universe/generated/local_fmsr7_5x_full/at_d.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/aat_mcp_model_optimized.env	AT_D	AaT optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	AT_I	configs/config_universe/generated/local_fmsr7_5x_full/at_i.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/aat_direct.env	AT_I	AaT direct Python tools	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	AT_M	configs/config_universe/generated/local_fmsr7_5x_full/at_m.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/aat_mcp_baseline.env	AT_M	AaT MCP baseline transport	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	AT_T	configs/config_universe/generated/local_fmsr7_5x_full/at_t.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/aat_mcp_optimized.env	AT_T	AaT optimized MCP transport plus prefix caching	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	PE_D	configs/config_universe/generated/local_fmsr7_5x_full/pe_d.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D	Plan-Execute with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	PE_M	configs/config_universe/generated/local_fmsr7_5x_full/pe_m.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M	Plan-Execute MCP baseline	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	PE_S_D	configs/config_universe/generated/local_fmsr7_5x_full/pe_s_d.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	PE_S_M	configs/config_universe/generated/local_fmsr7_5x_full/pe_s_m.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M	Plan-Execute plus Self-Ask on MCP baseline	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	PE_S_T	configs/config_universe/generated/local_fmsr7_5x_full/pe_s_t.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T	Plan-Execute plus Self-Ask with optimized MCP transport	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	PE_S_TD	configs/config_universe/generated/local_fmsr7_5x_full/pe_s_td.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	PE_T	configs/config_universe/generated/local_fmsr7_5x_full/pe_t.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T	Plan-Execute optimized MCP transport	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	PE_TD	configs/config_universe/generated/local_fmsr7_5x_full/pe_td.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	V_D	configs/config_universe/generated/local_fmsr7_5x_full/v_d.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D	Verified PE with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	V_M	configs/config_universe/generated/local_fmsr7_5x_full/v_m.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M	Verified PE MCP baseline	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	V_S_D	configs/config_universe/generated/local_fmsr7_5x_full/v_s_d.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	V_S_M	configs/config_universe/generated/local_fmsr7_5x_full/v_s_m.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M	Verified PE plus Self-Ask on MCP baseline	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	V_S_T	configs/config_universe/generated/local_fmsr7_5x_full/v_s_t.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T	Verified PE plus Self-Ask with optimized MCP transport	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	V_S_TD	configs/config_universe/generated/local_fmsr7_5x_full/v_s_td.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	V_T	configs/config_universe/generated/local_fmsr7_5x_full/v_t.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T	Verified PE optimized MCP transport	config_universe,local8b,domain_slice
+local_fmsr7_5x_full	V_TD	configs/config_universe/generated/local_fmsr7_5x_full/v_td.env	config_universe_local8b	smartgrid_fmsr7_v1	8	5	40	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
 local_generated5x5_full	AT_D	configs/config_universe/generated/local_generated5x5_full/at_d.env	config_universe_local8b	smartgrid_generated_review5_20260503	0	5	0	configs/aat_mcp_model_optimized.env	AT_D	AaT optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,generated_scenarios
 local_generated5x5_full	AT_I	configs/config_universe/generated/local_generated5x5_full/at_i.env	config_universe_local8b	smartgrid_generated_review5_20260503	0	5	0	configs/aat_direct.env	AT_I	AaT direct Python tools	config_universe,local8b,generated_scenarios
 local_generated5x5_full	AT_M	configs/config_universe/generated/local_generated5x5_full/at_m.env	config_universe_local8b	smartgrid_generated_review5_20260503	0	5	0	configs/aat_mcp_baseline.env	AT_M	AaT MCP baseline transport	config_universe,local8b,generated_scenarios
@@ -133,26 +133,26 @@ local_generated5x5_full	V_S_T	configs/config_universe/generated/local_generated5
 local_generated5x5_full	V_S_TD	configs/config_universe/generated/local_generated5x5_full/v_s_td.env	config_universe_local8b	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,generated_scenarios
 local_generated5x5_full	V_T	configs/config_universe/generated/local_generated5x5_full/v_t.env	config_universe_local8b	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T	Verified PE optimized MCP transport	config_universe,local8b,generated_scenarios
 local_generated5x5_full	V_TD	configs/config_universe/generated/local_generated5x5_full/v_td.env	config_universe_local8b	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,generated_scenarios
-local_iot6_5x_full	AT_D	configs/config_universe/generated/local_iot6_5x_full/at_d.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/aat_mcp_model_optimized.env	AT_D	AaT optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_iot6_5x_full	AT_I	configs/config_universe/generated/local_iot6_5x_full/at_i.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/aat_direct.env	AT_I	AaT direct Python tools	config_universe,local8b,domain_slice
-local_iot6_5x_full	AT_M	configs/config_universe/generated/local_iot6_5x_full/at_m.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/aat_mcp_baseline.env	AT_M	AaT MCP baseline transport	config_universe,local8b,domain_slice
-local_iot6_5x_full	AT_T	configs/config_universe/generated/local_iot6_5x_full/at_t.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/aat_mcp_optimized.env	AT_T	AaT optimized MCP transport plus prefix caching	config_universe,local8b,domain_slice
-local_iot6_5x_full	PE_D	configs/config_universe/generated/local_iot6_5x_full/pe_d.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D	Plan-Execute with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_iot6_5x_full	PE_M	configs/config_universe/generated/local_iot6_5x_full/pe_m.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M	Plan-Execute MCP baseline	config_universe,local8b,domain_slice
-local_iot6_5x_full	PE_S_D	configs/config_universe/generated/local_iot6_5x_full/pe_s_d.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_iot6_5x_full	PE_S_M	configs/config_universe/generated/local_iot6_5x_full/pe_s_m.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M	Plan-Execute plus Self-Ask on MCP baseline	config_universe,local8b,domain_slice
-local_iot6_5x_full	PE_S_T	configs/config_universe/generated/local_iot6_5x_full/pe_s_t.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T	Plan-Execute plus Self-Ask with optimized MCP transport	config_universe,local8b,domain_slice
-local_iot6_5x_full	PE_S_TD	configs/config_universe/generated/local_iot6_5x_full/pe_s_td.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_iot6_5x_full	PE_T	configs/config_universe/generated/local_iot6_5x_full/pe_t.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T	Plan-Execute optimized MCP transport	config_universe,local8b,domain_slice
-local_iot6_5x_full	PE_TD	configs/config_universe/generated/local_iot6_5x_full/pe_td.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_iot6_5x_full	V_D	configs/config_universe/generated/local_iot6_5x_full/v_d.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D	Verified PE with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_iot6_5x_full	V_M	configs/config_universe/generated/local_iot6_5x_full/v_m.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M	Verified PE MCP baseline	config_universe,local8b,domain_slice
-local_iot6_5x_full	V_S_D	configs/config_universe/generated/local_iot6_5x_full/v_s_d.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_iot6_5x_full	V_S_M	configs/config_universe/generated/local_iot6_5x_full/v_s_m.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M	Verified PE plus Self-Ask on MCP baseline	config_universe,local8b,domain_slice
-local_iot6_5x_full	V_S_T	configs/config_universe/generated/local_iot6_5x_full/v_s_t.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T	Verified PE plus Self-Ask with optimized MCP transport	config_universe,local8b,domain_slice
-local_iot6_5x_full	V_S_TD	configs/config_universe/generated/local_iot6_5x_full/v_s_td.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_iot6_5x_full	V_T	configs/config_universe/generated/local_iot6_5x_full/v_t.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T	Verified PE optimized MCP transport	config_universe,local8b,domain_slice
-local_iot6_5x_full	V_TD	configs/config_universe/generated/local_iot6_5x_full/v_td.env	config_universe_local8b	smartgrid_iot6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_iot6_5x_full	AT_D	configs/config_universe/generated/local_iot6_5x_full/at_d.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/aat_mcp_model_optimized.env	AT_D	AaT optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_iot6_5x_full	AT_I	configs/config_universe/generated/local_iot6_5x_full/at_i.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/aat_direct.env	AT_I	AaT direct Python tools	config_universe,local8b,domain_slice
+local_iot6_5x_full	AT_M	configs/config_universe/generated/local_iot6_5x_full/at_m.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/aat_mcp_baseline.env	AT_M	AaT MCP baseline transport	config_universe,local8b,domain_slice
+local_iot6_5x_full	AT_T	configs/config_universe/generated/local_iot6_5x_full/at_t.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/aat_mcp_optimized.env	AT_T	AaT optimized MCP transport plus prefix caching	config_universe,local8b,domain_slice
+local_iot6_5x_full	PE_D	configs/config_universe/generated/local_iot6_5x_full/pe_d.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D	Plan-Execute with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_iot6_5x_full	PE_M	configs/config_universe/generated/local_iot6_5x_full/pe_m.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M	Plan-Execute MCP baseline	config_universe,local8b,domain_slice
+local_iot6_5x_full	PE_S_D	configs/config_universe/generated/local_iot6_5x_full/pe_s_d.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_iot6_5x_full	PE_S_M	configs/config_universe/generated/local_iot6_5x_full/pe_s_m.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M	Plan-Execute plus Self-Ask on MCP baseline	config_universe,local8b,domain_slice
+local_iot6_5x_full	PE_S_T	configs/config_universe/generated/local_iot6_5x_full/pe_s_t.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T	Plan-Execute plus Self-Ask with optimized MCP transport	config_universe,local8b,domain_slice
+local_iot6_5x_full	PE_S_TD	configs/config_universe/generated/local_iot6_5x_full/pe_s_td.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_iot6_5x_full	PE_T	configs/config_universe/generated/local_iot6_5x_full/pe_t.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T	Plan-Execute optimized MCP transport	config_universe,local8b,domain_slice
+local_iot6_5x_full	PE_TD	configs/config_universe/generated/local_iot6_5x_full/pe_td.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_iot6_5x_full	V_D	configs/config_universe/generated/local_iot6_5x_full/v_d.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D	Verified PE with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_iot6_5x_full	V_M	configs/config_universe/generated/local_iot6_5x_full/v_m.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M	Verified PE MCP baseline	config_universe,local8b,domain_slice
+local_iot6_5x_full	V_S_D	configs/config_universe/generated/local_iot6_5x_full/v_s_d.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_iot6_5x_full	V_S_M	configs/config_universe/generated/local_iot6_5x_full/v_s_m.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M	Verified PE plus Self-Ask on MCP baseline	config_universe,local8b,domain_slice
+local_iot6_5x_full	V_S_T	configs/config_universe/generated/local_iot6_5x_full/v_s_t.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T	Verified PE plus Self-Ask with optimized MCP transport	config_universe,local8b,domain_slice
+local_iot6_5x_full	V_S_TD	configs/config_universe/generated/local_iot6_5x_full/v_s_td.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_iot6_5x_full	V_T	configs/config_universe/generated/local_iot6_5x_full/v_t.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T	Verified PE optimized MCP transport	config_universe,local8b,domain_slice
+local_iot6_5x_full	V_TD	configs/config_universe/generated/local_iot6_5x_full/v_td.env	config_universe_local8b	smartgrid_iot6_v1	9	5	45	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
 local_multi7_5x_full	AT_D	configs/config_universe/generated/local_multi7_5x_full/at_d.env	config_universe_local8b	smartgrid_multi7_v1	7	5	35	configs/aat_mcp_model_optimized.env	AT_D	AaT optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
 local_multi7_5x_full	AT_I	configs/config_universe/generated/local_multi7_5x_full/at_i.env	config_universe_local8b	smartgrid_multi7_v1	7	5	35	configs/aat_direct.env	AT_I	AaT direct Python tools	config_universe,local8b,domain_slice
 local_multi7_5x_full	AT_M	configs/config_universe/generated/local_multi7_5x_full/at_m.env	config_universe_local8b	smartgrid_multi7_v1	7	5	35	configs/aat_mcp_baseline.env	AT_M	AaT MCP baseline transport	config_universe,local8b,domain_slice
@@ -213,90 +213,90 @@ local_tsfm5_5x_full	V_S_T	configs/config_universe/generated/local_tsfm5_5x_full/
 local_tsfm5_5x_full	V_S_TD	configs/config_universe/generated/local_tsfm5_5x_full/v_s_td.env	config_universe_local8b	smartgrid_tsfm5_v1	5	5	25	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
 local_tsfm5_5x_full	V_T	configs/config_universe/generated/local_tsfm5_5x_full/v_t.env	config_universe_local8b	smartgrid_tsfm5_v1	5	5	25	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T	Verified PE optimized MCP transport	config_universe,local8b,domain_slice
 local_tsfm5_5x_full	V_TD	configs/config_universe/generated/local_tsfm5_5x_full/v_td.env	config_universe_local8b	smartgrid_tsfm5_v1	5	5	25	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_wo6_5x_full	AT_D	configs/config_universe/generated/local_wo6_5x_full/at_d.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/aat_mcp_model_optimized.env	AT_D	AaT optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_wo6_5x_full	AT_I	configs/config_universe/generated/local_wo6_5x_full/at_i.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/aat_direct.env	AT_I	AaT direct Python tools	config_universe,local8b,domain_slice
-local_wo6_5x_full	AT_M	configs/config_universe/generated/local_wo6_5x_full/at_m.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/aat_mcp_baseline.env	AT_M	AaT MCP baseline transport	config_universe,local8b,domain_slice
-local_wo6_5x_full	AT_T	configs/config_universe/generated/local_wo6_5x_full/at_t.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/aat_mcp_optimized.env	AT_T	AaT optimized MCP transport plus prefix caching	config_universe,local8b,domain_slice
-local_wo6_5x_full	PE_D	configs/config_universe/generated/local_wo6_5x_full/pe_d.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D	Plan-Execute with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_wo6_5x_full	PE_M	configs/config_universe/generated/local_wo6_5x_full/pe_m.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M	Plan-Execute MCP baseline	config_universe,local8b,domain_slice
-local_wo6_5x_full	PE_S_D	configs/config_universe/generated/local_wo6_5x_full/pe_s_d.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_wo6_5x_full	PE_S_M	configs/config_universe/generated/local_wo6_5x_full/pe_s_m.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M	Plan-Execute plus Self-Ask on MCP baseline	config_universe,local8b,domain_slice
-local_wo6_5x_full	PE_S_T	configs/config_universe/generated/local_wo6_5x_full/pe_s_t.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T	Plan-Execute plus Self-Ask with optimized MCP transport	config_universe,local8b,domain_slice
-local_wo6_5x_full	PE_S_TD	configs/config_universe/generated/local_wo6_5x_full/pe_s_td.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_wo6_5x_full	PE_T	configs/config_universe/generated/local_wo6_5x_full/pe_t.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T	Plan-Execute optimized MCP transport	config_universe,local8b,domain_slice
-local_wo6_5x_full	PE_TD	configs/config_universe/generated/local_wo6_5x_full/pe_td.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_wo6_5x_full	V_D	configs/config_universe/generated/local_wo6_5x_full/v_d.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D	Verified PE with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_wo6_5x_full	V_M	configs/config_universe/generated/local_wo6_5x_full/v_m.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M	Verified PE MCP baseline	config_universe,local8b,domain_slice
-local_wo6_5x_full	V_S_D	configs/config_universe/generated/local_wo6_5x_full/v_s_d.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_wo6_5x_full	V_S_M	configs/config_universe/generated/local_wo6_5x_full/v_s_m.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M	Verified PE plus Self-Ask on MCP baseline	config_universe,local8b,domain_slice
-local_wo6_5x_full	V_S_T	configs/config_universe/generated/local_wo6_5x_full/v_s_t.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T	Verified PE plus Self-Ask with optimized MCP transport	config_universe,local8b,domain_slice
-local_wo6_5x_full	V_S_TD	configs/config_universe/generated/local_wo6_5x_full/v_s_td.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-local_wo6_5x_full	V_T	configs/config_universe/generated/local_wo6_5x_full/v_t.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T	Verified PE optimized MCP transport	config_universe,local8b,domain_slice
-local_wo6_5x_full	V_TD	configs/config_universe/generated/local_wo6_5x_full/v_td.env	config_universe_local8b	smartgrid_wo6_v1	6	5	30	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
-mitigation_all31x5_full	PE_D_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_d_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_ADJ	Plan-Execute with local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_D_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_d_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_BASELINE	Plan-Execute with local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_D_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_d_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_GUARD	Plan-Execute with local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_D_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_d_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_REPAIR	Plan-Execute with local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_M_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_m_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_ADJ	Plan-Execute MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_M_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_m_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_BASELINE	Plan-Execute MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_M_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_m_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_GUARD	Plan-Execute MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_M_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_m_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_REPAIR	Plan-Execute MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_D_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_ADJ	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_D_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_BASELINE	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_D_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_GUARD	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_D_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_REPAIR	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_M_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_ADJ	Plan-Execute plus Self-Ask on MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_M_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_BASELINE	Plan-Execute plus Self-Ask on MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_M_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_GUARD	Plan-Execute plus Self-Ask on MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_M_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_REPAIR	Plan-Execute plus Self-Ask on MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_TD_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_ADJ	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_TD_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_BASELINE	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_TD_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_GUARD	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_TD_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_REPAIR	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_T_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_ADJ	Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_T_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_BASELINE	Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_T_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_GUARD	Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_S_T_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_REPAIR	Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_TD_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_td_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_ADJ	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_TD_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_td_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_BASELINE	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_TD_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_td_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_GUARD	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_TD_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_td_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_REPAIR	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_T_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_t_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_ADJ	Plan-Execute optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_T_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_t_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_BASELINE	Plan-Execute optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_T_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_t_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_GUARD	Plan-Execute optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	PE_T_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_t_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_REPAIR	Plan-Execute optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_D_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_d_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_ADJ	Verified PE with local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_D_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_d_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_BASELINE	Verified PE with local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_D_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_d_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_GUARD	Verified PE with local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_D_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_d_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_REPAIR	Verified PE with local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_M_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_m_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_ADJ	Verified PE MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_M_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_m_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_BASELINE	Verified PE MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_M_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_m_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_GUARD	Verified PE MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_M_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_m_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_REPAIR	Verified PE MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_D_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_s_d_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_ADJ	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_D_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_s_d_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_BASELINE	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_D_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_s_d_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_GUARD	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_D_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_s_d_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_REPAIR	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_M_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_s_m_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_ADJ	Verified PE plus Self-Ask on MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_M_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_s_m_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_BASELINE	Verified PE plus Self-Ask on MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_M_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_s_m_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_GUARD	Verified PE plus Self-Ask on MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_M_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_s_m_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_REPAIR	Verified PE plus Self-Ask on MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_TD_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_s_td_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_ADJ	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_TD_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_s_td_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_BASELINE	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_TD_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_s_td_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_GUARD	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_TD_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_s_td_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_REPAIR	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_T_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_s_t_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_ADJ	Verified PE plus Self-Ask with optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_T_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_s_t_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_BASELINE	Verified PE plus Self-Ask with optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_T_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_s_t_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_GUARD	Verified PE plus Self-Ask with optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_S_T_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_s_t_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_REPAIR	Verified PE plus Self-Ask with optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_TD_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_td_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_ADJ	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_TD_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_td_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_BASELINE	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_TD_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_td_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_GUARD	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_TD_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_td_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_REPAIR	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_T_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_t_adj.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_ADJ	Verified PE optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_T_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_t_baseline.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_BASELINE	Verified PE optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_T_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_t_guard.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_GUARD	Verified PE optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-mitigation_all31x5_full	V_T_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_t_repair.env	config_universe_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_REPAIR	Verified PE optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+local_wo6_5x_full	AT_D	configs/config_universe/generated/local_wo6_5x_full/at_d.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/aat_mcp_model_optimized.env	AT_D	AaT optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_wo6_5x_full	AT_I	configs/config_universe/generated/local_wo6_5x_full/at_i.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/aat_direct.env	AT_I	AaT direct Python tools	config_universe,local8b,domain_slice
+local_wo6_5x_full	AT_M	configs/config_universe/generated/local_wo6_5x_full/at_m.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/aat_mcp_baseline.env	AT_M	AaT MCP baseline transport	config_universe,local8b,domain_slice
+local_wo6_5x_full	AT_T	configs/config_universe/generated/local_wo6_5x_full/at_t.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/aat_mcp_optimized.env	AT_T	AaT optimized MCP transport plus prefix caching	config_universe,local8b,domain_slice
+local_wo6_5x_full	PE_D	configs/config_universe/generated/local_wo6_5x_full/pe_d.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D	Plan-Execute with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_wo6_5x_full	PE_M	configs/config_universe/generated/local_wo6_5x_full/pe_m.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M	Plan-Execute MCP baseline	config_universe,local8b,domain_slice
+local_wo6_5x_full	PE_S_D	configs/config_universe/generated/local_wo6_5x_full/pe_s_d.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_wo6_5x_full	PE_S_M	configs/config_universe/generated/local_wo6_5x_full/pe_s_m.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M	Plan-Execute plus Self-Ask on MCP baseline	config_universe,local8b,domain_slice
+local_wo6_5x_full	PE_S_T	configs/config_universe/generated/local_wo6_5x_full/pe_s_t.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T	Plan-Execute plus Self-Ask with optimized MCP transport	config_universe,local8b,domain_slice
+local_wo6_5x_full	PE_S_TD	configs/config_universe/generated/local_wo6_5x_full/pe_s_td.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_wo6_5x_full	PE_T	configs/config_universe/generated/local_wo6_5x_full/pe_t.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T	Plan-Execute optimized MCP transport	config_universe,local8b,domain_slice
+local_wo6_5x_full	PE_TD	configs/config_universe/generated/local_wo6_5x_full/pe_td.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_wo6_5x_full	V_D	configs/config_universe/generated/local_wo6_5x_full/v_d.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D	Verified PE with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_wo6_5x_full	V_M	configs/config_universe/generated/local_wo6_5x_full/v_m.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M	Verified PE MCP baseline	config_universe,local8b,domain_slice
+local_wo6_5x_full	V_S_D	configs/config_universe/generated/local_wo6_5x_full/v_s_d.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_wo6_5x_full	V_S_M	configs/config_universe/generated/local_wo6_5x_full/v_s_m.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M	Verified PE plus Self-Ask on MCP baseline	config_universe,local8b,domain_slice
+local_wo6_5x_full	V_S_T	configs/config_universe/generated/local_wo6_5x_full/v_s_t.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T	Verified PE plus Self-Ask with optimized MCP transport	config_universe,local8b,domain_slice
+local_wo6_5x_full	V_S_TD	configs/config_universe/generated/local_wo6_5x_full/v_s_td.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+local_wo6_5x_full	V_T	configs/config_universe/generated/local_wo6_5x_full/v_t.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T	Verified PE optimized MCP transport	config_universe,local8b,domain_slice
+local_wo6_5x_full	V_TD	configs/config_universe/generated/local_wo6_5x_full/v_td.env	config_universe_local8b	smartgrid_wo6_v1	7	5	35	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving	config_universe,local8b,domain_slice
+mitigation_all31x5_full	PE_D_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_d_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_ADJ	Plan-Execute with local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_D_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_d_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_BASELINE	Plan-Execute with local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_D_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_d_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_GUARD	Plan-Execute with local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_D_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_d_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_REPAIR	Plan-Execute with local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_M_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_m_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_ADJ	Plan-Execute MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_M_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_m_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_BASELINE	Plan-Execute MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_M_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_m_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_GUARD	Plan-Execute MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_M_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_m_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M_REPAIR	Plan-Execute MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_D_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_ADJ	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_D_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_BASELINE	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_D_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_GUARD	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_D_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_D_REPAIR	Plan-Execute plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_M_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_ADJ	Plan-Execute plus Self-Ask on MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_M_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_BASELINE	Plan-Execute plus Self-Ask on MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_M_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_GUARD	Plan-Execute plus Self-Ask on MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_M_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_REPAIR	Plan-Execute plus Self-Ask on MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_TD_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_ADJ	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_TD_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_BASELINE	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_TD_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_GUARD	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_TD_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_TD_REPAIR	Plan-Execute plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_T_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_ADJ	Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_T_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_BASELINE	Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_T_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_GUARD	Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_S_T_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_REPAIR	Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_TD_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_td_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_ADJ	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_TD_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_td_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_BASELINE	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_TD_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_td_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_GUARD	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_TD_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_td_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_TD_REPAIR	Plan-Execute optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_T_ADJ	configs/config_universe/generated/mitigation_all31x5_full/pe_t_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_ADJ	Plan-Execute optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_T_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/pe_t_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_BASELINE	Plan-Execute optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_T_GUARD	configs/config_universe/generated/mitigation_all31x5_full/pe_t_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_GUARD	Plan-Execute optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	PE_T_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/pe_t_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T_REPAIR	Plan-Execute optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_D_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_d_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_ADJ	Verified PE with local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_D_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_d_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_BASELINE	Verified PE with local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_D_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_d_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_GUARD	Verified PE with local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_D_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_d_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_D_REPAIR	Verified PE with local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_M_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_m_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_ADJ	Verified PE MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_M_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_m_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_BASELINE	Verified PE MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_M_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_m_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_GUARD	Verified PE MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_M_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_m_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M_REPAIR	Verified PE MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_D_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_s_d_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_ADJ	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_D_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_s_d_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_BASELINE	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_D_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_s_d_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_GUARD	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_D_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_s_d_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_D_REPAIR	Verified PE plus Self-Ask with local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_M_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_s_m_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_ADJ	Verified PE plus Self-Ask on MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_M_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_s_m_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_BASELINE	Verified PE plus Self-Ask on MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_M_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_s_m_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_GUARD	Verified PE plus Self-Ask on MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_M_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_s_m_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_REPAIR	Verified PE plus Self-Ask on MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_TD_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_s_td_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_ADJ	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_TD_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_s_td_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_BASELINE	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_TD_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_s_td_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_GUARD	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_TD_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_s_td_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_TD_REPAIR	Verified PE plus Self-Ask, optimized MCP, and local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_T_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_s_t_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_ADJ	Verified PE plus Self-Ask with optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_T_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_s_t_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_BASELINE	Verified PE plus Self-Ask with optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_T_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_s_t_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_GUARD	Verified PE plus Self-Ask with optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_S_T_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_s_t_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_REPAIR	Verified PE plus Self-Ask with optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_TD_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_td_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_ADJ	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_TD_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_td_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_BASELINE	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_TD_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_td_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_GUARD	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_TD_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_td_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_TD_REPAIR	Verified PE optimized MCP plus local INT8/BF16/fp8KV serving; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_T_ADJ	configs/config_universe/generated/mitigation_all31x5_full/v_t_adj.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_ADJ	Verified PE optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_T_BASELINE	configs/config_universe/generated/mitigation_all31x5_full/v_t_baseline.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_BASELINE	Verified PE optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_T_GUARD	configs/config_universe/generated/mitigation_all31x5_full/v_t_guard.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_GUARD	Verified PE optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+mitigation_all31x5_full	V_T_REPAIR	configs/config_universe/generated/mitigation_all31x5_full/v_t_repair.env	config_universe_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_REPAIR	Verified PE optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
 mitigation_generated5x5_full	PE_D_ADJ	configs/config_universe/generated/mitigation_generated5x5_full/pe_d_adj.env	config_universe_mitigation	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_ADJ	Plan-Execute with local INT8/BF16/fp8KV serving; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
 mitigation_generated5x5_full	PE_D_BASELINE	configs/config_universe/generated/mitigation_generated5x5_full/pe_d_baseline.env	config_universe_mitigation	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_BASELINE	Plan-Execute with local INT8/BF16/fp8KV serving; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
 mitigation_generated5x5_full	PE_D_GUARD	configs/config_universe/generated/mitigation_generated5x5_full/pe_d_guard.env	config_universe_mitigation	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_D_GUARD	Plan-Execute with local INT8/BF16/fp8KV serving; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
@@ -361,41 +361,41 @@ mitigation_generated5x5_full	V_T_ADJ	configs/config_universe/generated/mitigatio
 mitigation_generated5x5_full	V_T_BASELINE	configs/config_universe/generated/mitigation_generated5x5_full/v_t_baseline.env	config_universe_mitigation	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_BASELINE	Verified PE optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
 mitigation_generated5x5_full	V_T_GUARD	configs/config_universe/generated/mitigation_generated5x5_full/v_t_guard.env	config_universe_mitigation	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_GUARD	Verified PE optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
 mitigation_generated5x5_full	V_T_REPAIR	configs/config_universe/generated/mitigation_generated5x5_full/v_t_repair.env	config_universe_mitigation	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T_REPAIR	Verified PE optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-repair_depth_all31x3	PE_S_M_ADJ_R1	configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_ADJ_R1	Plan-Execute plus Self-Ask on MCP baseline; adj with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	PE_S_M_ADJ_R2	configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_ADJ_R2	Plan-Execute plus Self-Ask on MCP baseline; adj with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	PE_S_M_ADJ_R3	configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_ADJ_R3	Plan-Execute plus Self-Ask on MCP baseline; adj with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	PE_S_M_REPAIR_R1	configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_REPAIR_R1	Plan-Execute plus Self-Ask on MCP baseline; repair with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	PE_S_M_REPAIR_R2	configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_REPAIR_R2	Plan-Execute plus Self-Ask on MCP baseline; repair with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	PE_S_M_REPAIR_R3	configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_REPAIR_R3	Plan-Execute plus Self-Ask on MCP baseline; repair with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	PE_S_T_ADJ_R1	configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_ADJ_R1	Plan-Execute plus Self-Ask with optimized MCP transport; adj with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	PE_S_T_ADJ_R2	configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_ADJ_R2	Plan-Execute plus Self-Ask with optimized MCP transport; adj with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	PE_S_T_ADJ_R3	configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_ADJ_R3	Plan-Execute plus Self-Ask with optimized MCP transport; adj with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	PE_S_T_REPAIR_R1	configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_REPAIR_R1	Plan-Execute plus Self-Ask with optimized MCP transport; repair with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	PE_S_T_REPAIR_R2	configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_REPAIR_R2	Plan-Execute plus Self-Ask with optimized MCP transport; repair with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	PE_S_T_REPAIR_R3	configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_REPAIR_R3	Plan-Execute plus Self-Ask with optimized MCP transport; repair with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	V_S_M_ADJ_R1	configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_ADJ_R1	Verified PE plus Self-Ask on MCP baseline; adj with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	V_S_M_ADJ_R2	configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_ADJ_R2	Verified PE plus Self-Ask on MCP baseline; adj with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	V_S_M_ADJ_R3	configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_ADJ_R3	Verified PE plus Self-Ask on MCP baseline; adj with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	V_S_M_REPAIR_R1	configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_REPAIR_R1	Verified PE plus Self-Ask on MCP baseline; repair with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	V_S_M_REPAIR_R2	configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_REPAIR_R2	Verified PE plus Self-Ask on MCP baseline; repair with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	V_S_M_REPAIR_R3	configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_REPAIR_R3	Verified PE plus Self-Ask on MCP baseline; repair with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	V_S_T_ADJ_R1	configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_ADJ_R1	Verified PE plus Self-Ask with optimized MCP transport; adj with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	V_S_T_ADJ_R2	configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_ADJ_R2	Verified PE plus Self-Ask with optimized MCP transport; adj with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	V_S_T_ADJ_R3	configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_ADJ_R3	Verified PE plus Self-Ask with optimized MCP transport; adj with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	V_S_T_REPAIR_R1	configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_REPAIR_R1	Verified PE plus Self-Ask with optimized MCP transport; repair with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	V_S_T_REPAIR_R2	configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_REPAIR_R2	Verified PE plus Self-Ask with optimized MCP transport; repair with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
-repair_depth_all31x3	V_S_T_REPAIR_R3	configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	31	3	93	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_REPAIR_R3	Verified PE plus Self-Ask with optimized MCP transport; repair with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
-watsonx70b_all31x5_full	AT_I70B	configs/config_universe/generated/watsonx70b_all31x5_full/at_i70b.env	config_universe_watsonx70b	smartgrid_all31_v1	31	5	155	configs/aat_direct.env	AT_I70B	Hosted WatsonX 70B variant of AaT direct Python tools	config_universe,watsonx70b,full_cross_product
-watsonx70b_all31x5_full	AT_M70B	configs/config_universe/generated/watsonx70b_all31x5_full/at_m70b.env	config_universe_watsonx70b	smartgrid_all31_v1	31	5	155	configs/aat_mcp_baseline.env	AT_M70B	Hosted WatsonX 70B variant of AaT MCP baseline transport	config_universe,watsonx70b,full_cross_product
-watsonx70b_all31x5_full	AT_T70B	configs/config_universe/generated/watsonx70b_all31x5_full/at_t70b.env	config_universe_watsonx70b	smartgrid_all31_v1	31	5	155	configs/aat_mcp_optimized.env	AT_T70B	Hosted WatsonX 70B variant of AaT optimized MCP transport plus prefix caching	config_universe,watsonx70b,full_cross_product
-watsonx70b_all31x5_full	PE_M70B	configs/config_universe/generated/watsonx70b_all31x5_full/pe_m70b.env	config_universe_watsonx70b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B	Hosted WatsonX 70B variant of Plan-Execute MCP baseline	config_universe,watsonx70b,full_cross_product
-watsonx70b_all31x5_full	PE_S_M70B	configs/config_universe/generated/watsonx70b_all31x5_full/pe_s_m70b.env	config_universe_watsonx70b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M70B	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask on MCP baseline	config_universe,watsonx70b,full_cross_product
-watsonx70b_all31x5_full	PE_S_T70B	configs/config_universe/generated/watsonx70b_all31x5_full/pe_s_t70b.env	config_universe_watsonx70b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T70B	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask with optimized MCP transport	config_universe,watsonx70b,full_cross_product
-watsonx70b_all31x5_full	PE_T70B	configs/config_universe/generated/watsonx70b_all31x5_full/pe_t70b.env	config_universe_watsonx70b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T70B	Hosted WatsonX 70B variant of Plan-Execute optimized MCP transport	config_universe,watsonx70b,full_cross_product
-watsonx70b_all31x5_full	V_M70B	configs/config_universe/generated/watsonx70b_all31x5_full/v_m70b.env	config_universe_watsonx70b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M70B	Hosted WatsonX 70B variant of Verified PE MCP baseline	config_universe,watsonx70b,full_cross_product
-watsonx70b_all31x5_full	V_S_M70B	configs/config_universe/generated/watsonx70b_all31x5_full/v_s_m70b.env	config_universe_watsonx70b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M70B	Hosted WatsonX 70B variant of Verified PE plus Self-Ask on MCP baseline	config_universe,watsonx70b,full_cross_product
-watsonx70b_all31x5_full	V_S_T70B	configs/config_universe/generated/watsonx70b_all31x5_full/v_s_t70b.env	config_universe_watsonx70b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T70B	Hosted WatsonX 70B variant of Verified PE plus Self-Ask with optimized MCP transport	config_universe,watsonx70b,full_cross_product
-watsonx70b_all31x5_full	V_T70B	configs/config_universe/generated/watsonx70b_all31x5_full/v_t70b.env	config_universe_watsonx70b	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T70B	Hosted WatsonX 70B variant of Verified PE optimized MCP transport	config_universe,watsonx70b,full_cross_product
+repair_depth_all31x3	PE_S_M_ADJ_R1	configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_ADJ_R1	Plan-Execute plus Self-Ask on MCP baseline; adj with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	PE_S_M_ADJ_R2	configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_ADJ_R2	Plan-Execute plus Self-Ask on MCP baseline; adj with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	PE_S_M_ADJ_R3	configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_ADJ_R3	Plan-Execute plus Self-Ask on MCP baseline; adj with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	PE_S_M_REPAIR_R1	configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_REPAIR_R1	Plan-Execute plus Self-Ask on MCP baseline; repair with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	PE_S_M_REPAIR_R2	configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_REPAIR_R2	Plan-Execute plus Self-Ask on MCP baseline; repair with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	PE_S_M_REPAIR_R3	configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M_REPAIR_R3	Plan-Execute plus Self-Ask on MCP baseline; repair with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	PE_S_T_ADJ_R1	configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_ADJ_R1	Plan-Execute plus Self-Ask with optimized MCP transport; adj with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	PE_S_T_ADJ_R2	configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_ADJ_R2	Plan-Execute plus Self-Ask with optimized MCP transport; adj with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	PE_S_T_ADJ_R3	configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_ADJ_R3	Plan-Execute plus Self-Ask with optimized MCP transport; adj with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	PE_S_T_REPAIR_R1	configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_REPAIR_R1	Plan-Execute plus Self-Ask with optimized MCP transport; repair with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	PE_S_T_REPAIR_R2	configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_REPAIR_R2	Plan-Execute plus Self-Ask with optimized MCP transport; repair with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	PE_S_T_REPAIR_R3	configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T_REPAIR_R3	Plan-Execute plus Self-Ask with optimized MCP transport; repair with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	V_S_M_ADJ_R1	configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_ADJ_R1	Verified PE plus Self-Ask on MCP baseline; adj with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	V_S_M_ADJ_R2	configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_ADJ_R2	Verified PE plus Self-Ask on MCP baseline; adj with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	V_S_M_ADJ_R3	configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_ADJ_R3	Verified PE plus Self-Ask on MCP baseline; adj with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	V_S_M_REPAIR_R1	configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_REPAIR_R1	Verified PE plus Self-Ask on MCP baseline; repair with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	V_S_M_REPAIR_R2	configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_REPAIR_R2	Verified PE plus Self-Ask on MCP baseline; repair with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	V_S_M_REPAIR_R3	configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M_REPAIR_R3	Verified PE plus Self-Ask on MCP baseline; repair with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	V_S_T_ADJ_R1	configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_ADJ_R1	Verified PE plus Self-Ask with optimized MCP transport; adj with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	V_S_T_ADJ_R2	configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_ADJ_R2	Verified PE plus Self-Ask with optimized MCP transport; adj with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	V_S_T_ADJ_R3	configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_ADJ_R3	Verified PE plus Self-Ask with optimized MCP transport; adj with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	V_S_T_REPAIR_R1	configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r1.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_REPAIR_R1	Verified PE plus Self-Ask with optimized MCP transport; repair with 1 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	V_S_T_REPAIR_R2	configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r2.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_REPAIR_R2	Verified PE plus Self-Ask with optimized MCP transport; repair with 2 repair attempts	config_universe,mitigation_repair_depth_ablation
+repair_depth_all31x3	V_S_T_REPAIR_R3	configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r3.env	config_universe_repair_depth_ablation	smartgrid_all31_v1	36	3	108	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T_REPAIR_R3	Verified PE plus Self-Ask with optimized MCP transport; repair with 3 repair attempts	config_universe,mitigation_repair_depth_ablation
+watsonx70b_all31x5_full	AT_I70B	configs/config_universe/generated/watsonx70b_all31x5_full/at_i70b.env	config_universe_watsonx70b	smartgrid_all31_v1	36	5	180	configs/aat_direct.env	AT_I70B	Hosted WatsonX 70B variant of AaT direct Python tools	config_universe,watsonx70b,full_cross_product
+watsonx70b_all31x5_full	AT_M70B	configs/config_universe/generated/watsonx70b_all31x5_full/at_m70b.env	config_universe_watsonx70b	smartgrid_all31_v1	36	5	180	configs/aat_mcp_baseline.env	AT_M70B	Hosted WatsonX 70B variant of AaT MCP baseline transport	config_universe,watsonx70b,full_cross_product
+watsonx70b_all31x5_full	AT_T70B	configs/config_universe/generated/watsonx70b_all31x5_full/at_t70b.env	config_universe_watsonx70b	smartgrid_all31_v1	36	5	180	configs/aat_mcp_optimized.env	AT_T70B	Hosted WatsonX 70B variant of AaT optimized MCP transport plus prefix caching	config_universe,watsonx70b,full_cross_product
+watsonx70b_all31x5_full	PE_M70B	configs/config_universe/generated/watsonx70b_all31x5_full/pe_m70b.env	config_universe_watsonx70b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B	Hosted WatsonX 70B variant of Plan-Execute MCP baseline	config_universe,watsonx70b,full_cross_product
+watsonx70b_all31x5_full	PE_S_M70B	configs/config_universe/generated/watsonx70b_all31x5_full/pe_s_m70b.env	config_universe_watsonx70b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M70B	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask on MCP baseline	config_universe,watsonx70b,full_cross_product
+watsonx70b_all31x5_full	PE_S_T70B	configs/config_universe/generated/watsonx70b_all31x5_full/pe_s_t70b.env	config_universe_watsonx70b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T70B	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask with optimized MCP transport	config_universe,watsonx70b,full_cross_product
+watsonx70b_all31x5_full	PE_T70B	configs/config_universe/generated/watsonx70b_all31x5_full/pe_t70b.env	config_universe_watsonx70b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T70B	Hosted WatsonX 70B variant of Plan-Execute optimized MCP transport	config_universe,watsonx70b,full_cross_product
+watsonx70b_all31x5_full	V_M70B	configs/config_universe/generated/watsonx70b_all31x5_full/v_m70b.env	config_universe_watsonx70b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M70B	Hosted WatsonX 70B variant of Verified PE MCP baseline	config_universe,watsonx70b,full_cross_product
+watsonx70b_all31x5_full	V_S_M70B	configs/config_universe/generated/watsonx70b_all31x5_full/v_s_m70b.env	config_universe_watsonx70b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M70B	Hosted WatsonX 70B variant of Verified PE plus Self-Ask on MCP baseline	config_universe,watsonx70b,full_cross_product
+watsonx70b_all31x5_full	V_S_T70B	configs/config_universe/generated/watsonx70b_all31x5_full/v_s_t70b.env	config_universe_watsonx70b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T70B	Hosted WatsonX 70B variant of Verified PE plus Self-Ask with optimized MCP transport	config_universe,watsonx70b,full_cross_product
+watsonx70b_all31x5_full	V_T70B	configs/config_universe/generated/watsonx70b_all31x5_full/v_t70b.env	config_universe_watsonx70b	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T70B	Hosted WatsonX 70B variant of Verified PE optimized MCP transport	config_universe,watsonx70b,full_cross_product
 watsonx70b_generated5x5_full	AT_I70B	configs/config_universe/generated/watsonx70b_generated5x5_full/at_i70b.env	config_universe_watsonx70b	smartgrid_generated_review5_20260503	0	5	0	configs/aat_direct.env	AT_I70B	Hosted WatsonX 70B variant of AaT direct Python tools	config_universe,watsonx70b,generated_scenarios
 watsonx70b_generated5x5_full	AT_M70B	configs/config_universe/generated/watsonx70b_generated5x5_full/at_m70b.env	config_universe_watsonx70b	smartgrid_generated_review5_20260503	0	5	0	configs/aat_mcp_baseline.env	AT_M70B	Hosted WatsonX 70B variant of AaT MCP baseline transport	config_universe,watsonx70b,generated_scenarios
 watsonx70b_generated5x5_full	AT_T70B	configs/config_universe/generated/watsonx70b_generated5x5_full/at_t70b.env	config_universe_watsonx70b	smartgrid_generated_review5_20260503	0	5	0	configs/aat_mcp_optimized.env	AT_T70B	Hosted WatsonX 70B variant of AaT optimized MCP transport plus prefix caching	config_universe,watsonx70b,generated_scenarios
@@ -407,38 +407,38 @@ watsonx70b_generated5x5_full	V_M70B	configs/config_universe/generated/watsonx70b
 watsonx70b_generated5x5_full	V_S_M70B	configs/config_universe/generated/watsonx70b_generated5x5_full/v_s_m70b.env	config_universe_watsonx70b	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M70B	Hosted WatsonX 70B variant of Verified PE plus Self-Ask on MCP baseline	config_universe,watsonx70b,generated_scenarios
 watsonx70b_generated5x5_full	V_S_T70B	configs/config_universe/generated/watsonx70b_generated5x5_full/v_s_t70b.env	config_universe_watsonx70b	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T70B	Hosted WatsonX 70B variant of Verified PE plus Self-Ask with optimized MCP transport	config_universe,watsonx70b,generated_scenarios
 watsonx70b_generated5x5_full	V_T70B	configs/config_universe/generated/watsonx70b_generated5x5_full/v_t70b.env	config_universe_watsonx70b	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T70B	Hosted WatsonX 70B variant of Verified PE optimized MCP transport	config_universe,watsonx70b,generated_scenarios
-watsonx70b_mitigation_all31x5_full	PE_M70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B_ADJ	Hosted WatsonX 70B variant of Plan-Execute MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_M70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B_BASELINE	Hosted WatsonX 70B variant of Plan-Execute MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_M70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B_GUARD	Hosted WatsonX 70B variant of Plan-Execute MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_M70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B_REPAIR	Hosted WatsonX 70B variant of Plan-Execute MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_S_M70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M70B_ADJ	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask on MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_S_M70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M70B_BASELINE	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask on MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_S_M70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M70B_GUARD	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask on MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_S_M70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M70B_REPAIR	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask on MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_S_T70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T70B_ADJ	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_S_T70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T70B_BASELINE	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_S_T70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T70B_GUARD	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_S_T70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T70B_REPAIR	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_T70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T70B_ADJ	Hosted WatsonX 70B variant of Plan-Execute optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_T70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T70B_BASELINE	Hosted WatsonX 70B variant of Plan-Execute optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_T70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T70B_GUARD	Hosted WatsonX 70B variant of Plan-Execute optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	PE_T70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T70B_REPAIR	Hosted WatsonX 70B variant of Plan-Execute optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_M70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M70B_ADJ	Hosted WatsonX 70B variant of Verified PE MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_M70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M70B_BASELINE	Hosted WatsonX 70B variant of Verified PE MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_M70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M70B_GUARD	Hosted WatsonX 70B variant of Verified PE MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_M70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M70B_REPAIR	Hosted WatsonX 70B variant of Verified PE MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_S_M70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M70B_ADJ	Hosted WatsonX 70B variant of Verified PE plus Self-Ask on MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_S_M70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M70B_BASELINE	Hosted WatsonX 70B variant of Verified PE plus Self-Ask on MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_S_M70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M70B_GUARD	Hosted WatsonX 70B variant of Verified PE plus Self-Ask on MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_S_M70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M70B_REPAIR	Hosted WatsonX 70B variant of Verified PE plus Self-Ask on MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_S_T70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T70B_ADJ	Hosted WatsonX 70B variant of Verified PE plus Self-Ask with optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_S_T70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T70B_BASELINE	Hosted WatsonX 70B variant of Verified PE plus Self-Ask with optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_S_T70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T70B_GUARD	Hosted WatsonX 70B variant of Verified PE plus Self-Ask with optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_S_T70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T70B_REPAIR	Hosted WatsonX 70B variant of Verified PE plus Self-Ask with optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_T70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T70B_ADJ	Hosted WatsonX 70B variant of Verified PE optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_T70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T70B_BASELINE	Hosted WatsonX 70B variant of Verified PE optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_T70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T70B_GUARD	Hosted WatsonX 70B variant of Verified PE optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
-watsonx70b_mitigation_all31x5_full	V_T70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	31	5	155	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T70B_REPAIR	Hosted WatsonX 70B variant of Verified PE optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_M70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B_ADJ	Hosted WatsonX 70B variant of Plan-Execute MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_M70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B_BASELINE	Hosted WatsonX 70B variant of Plan-Execute MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_M70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B_GUARD	Hosted WatsonX 70B variant of Plan-Execute MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_M70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B_REPAIR	Hosted WatsonX 70B variant of Plan-Execute MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_S_M70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M70B_ADJ	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask on MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_S_M70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M70B_BASELINE	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask on MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_S_M70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M70B_GUARD	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask on MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_S_M70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_M70B_REPAIR	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask on MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_S_T70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T70B_ADJ	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_S_T70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T70B_BASELINE	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_S_T70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T70B_GUARD	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_S_T70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_self_ask_mcp_baseline.env	PE_S_T70B_REPAIR	Hosted WatsonX 70B variant of Plan-Execute plus Self-Ask with optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_T70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T70B_ADJ	Hosted WatsonX 70B variant of Plan-Execute optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_T70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T70B_BASELINE	Hosted WatsonX 70B variant of Plan-Execute optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_T70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T70B_GUARD	Hosted WatsonX 70B variant of Plan-Execute optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	PE_T70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_T70B_REPAIR	Hosted WatsonX 70B variant of Plan-Execute optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_M70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M70B_ADJ	Hosted WatsonX 70B variant of Verified PE MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_M70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M70B_BASELINE	Hosted WatsonX 70B variant of Verified PE MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_M70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M70B_GUARD	Hosted WatsonX 70B variant of Verified PE MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_M70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_M70B_REPAIR	Hosted WatsonX 70B variant of Verified PE MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_S_M70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M70B_ADJ	Hosted WatsonX 70B variant of Verified PE plus Self-Ask on MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_S_M70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M70B_BASELINE	Hosted WatsonX 70B variant of Verified PE plus Self-Ask on MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_S_M70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M70B_GUARD	Hosted WatsonX 70B variant of Verified PE plus Self-Ask on MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_S_M70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_M70B_REPAIR	Hosted WatsonX 70B variant of Verified PE plus Self-Ask on MCP baseline; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_S_T70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T70B_ADJ	Hosted WatsonX 70B variant of Verified PE plus Self-Ask with optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_S_T70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T70B_BASELINE	Hosted WatsonX 70B variant of Verified PE plus Self-Ask with optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_S_T70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T70B_GUARD	Hosted WatsonX 70B variant of Verified PE plus Self-Ask with optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_S_T70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_self_ask_mcp_baseline.env	V_S_T70B_REPAIR	Hosted WatsonX 70B variant of Verified PE plus Self-Ask with optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_T70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T70B_ADJ	Hosted WatsonX 70B variant of Verified PE optimized MCP transport; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_T70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T70B_BASELINE	Hosted WatsonX 70B variant of Verified PE optimized MCP transport; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_T70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T70B_GUARD	Hosted WatsonX 70B variant of Verified PE optimized MCP transport; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
+watsonx70b_mitigation_all31x5_full	V_T70B_REPAIR	configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_repair.env	config_universe_watsonx70b_mitigation	smartgrid_all31_v1	36	5	180	configs/experiment2/exp2_cell_Z_verified_pe_mcp_baseline.env	V_T70B_REPAIR	Hosted WatsonX 70B variant of Verified PE optimized MCP transport; mitigation rung REPAIR: missing-evidence detector plus retry/replan repair	config_universe,failure_mitigation,full_cross_product
 watsonx70b_mitigation_generated5x5_full	PE_M70B_ADJ	configs/config_universe/generated/watsonx70b_mitigation_generated5x5_full/pe_m70b_adj.env	config_universe_watsonx70b_mitigation	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B_ADJ	Hosted WatsonX 70B variant of Plan-Execute MCP baseline; mitigation rung ADJ: repair plus explicit fault/risk adjudication	config_universe,failure_mitigation,full_cross_product
 watsonx70b_mitigation_generated5x5_full	PE_M70B_BASELINE	configs/config_universe/generated/watsonx70b_mitigation_generated5x5_full/pe_m70b_baseline.env	config_universe_watsonx70b_mitigation	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B_BASELINE	Hosted WatsonX 70B variant of Plan-Execute MCP baseline; mitigation rung BASELINE: no mitigation flags	config_universe,failure_mitigation,full_cross_product
 watsonx70b_mitigation_generated5x5_full	PE_M70B_GUARD	configs/config_universe/generated/watsonx70b_mitigation_generated5x5_full/pe_m70b_guard.env	config_universe_watsonx70b_mitigation	smartgrid_generated_review5_20260503	0	5	0	configs/experiment2/exp2_cell_Y_pe_mcp_baseline.env	PE_M70B_GUARD	Hosted WatsonX 70B variant of Plan-Execute MCP baseline; mitigation rung GUARD: missing-evidence detector only	config_universe,failure_mitigation,full_cross_product
diff --git a/code/configs/config_universe/generated/context_all31x3_full/at_d_16k.env b/code/configs/config_universe/generated/context_all31x3_full/at_d_16k.env
index f3423a1b719e0ae90f3635846a38b26bf762b526..2a6ee9c4fc0432cd85bff8462f7bcaa8dd37c661 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/at_d_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/at_d_16k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="AT_D_16K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_at_d_16k"
 MAX_MODEL_LEN="16384"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/at_d_32k.env b/code/configs/config_universe/generated/context_all31x3_full/at_d_32k.env
index 891a27d6354139726aac6a6fc693152dc6a23009..c95052251d4a36a17a7413df072dfbf3bfda6c09 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/at_d_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/at_d_32k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="AT_D_32K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_at_d_32k"
 MAX_MODEL_LEN="32768"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/at_d_8k.env b/code/configs/config_universe/generated/context_all31x3_full/at_d_8k.env
index 0510627682aed729eec8fc8fe41355893b640f4c..80ab62f240026f0a1abafc2c2f8aff2eeb4d87d0 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/at_d_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/at_d_8k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="AT_D_8K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_at_d_8k"
 MAX_MODEL_LEN="8192"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/at_i_16k.env b/code/configs/config_universe/generated/context_all31x3_full/at_i_16k.env
index 7bbbbb03a2a752952cb6b4c0afc7ca8dffb9a12a..0ee8b23c4c4cc485df78ac0bf06ae751aafc8538 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/at_i_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/at_i_16k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="AT_I_16K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_at_i_16k"
 MAX_MODEL_LEN="16384"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/at_i_32k.env b/code/configs/config_universe/generated/context_all31x3_full/at_i_32k.env
index 12b9b1cc377e547fd15733382ccd586ec818a06e..d48cb3a4196720c053ca8c4b962ffc975fdb3445 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/at_i_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/at_i_32k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="AT_I_32K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_at_i_32k"
 MAX_MODEL_LEN="32768"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/at_i_8k.env b/code/configs/config_universe/generated/context_all31x3_full/at_i_8k.env
index 7e90b840bd8e500d20f7899a4f2c7590aad9c368..aab059f77e87180d3d47708b403debcebbb12568 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/at_i_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/at_i_8k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="AT_I_8K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_at_i_8k"
 MAX_MODEL_LEN="8192"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/at_m_16k.env b/code/configs/config_universe/generated/context_all31x3_full/at_m_16k.env
index e6c8634365505dcdb3620e65eed9f654830d5249..f22f034fd8eff6928a34aaa338ec4b3eba355a0e 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/at_m_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/at_m_16k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="AT_M_16K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_at_m_16k"
 MAX_MODEL_LEN="16384"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/at_m_32k.env b/code/configs/config_universe/generated/context_all31x3_full/at_m_32k.env
index 1380e47c97d25c2febc39bdcaa0ba793c04e55d7..81b7b4512934eae272bcb8f573e1ea036297e950 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/at_m_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/at_m_32k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="AT_M_32K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_at_m_32k"
 MAX_MODEL_LEN="32768"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/at_m_8k.env b/code/configs/config_universe/generated/context_all31x3_full/at_m_8k.env
index af20a4f192c594c26e2ae6fec1f8b17a9332705f..2a14ccb51f8d81a19b4ecfb0a46e51b807c0f307 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/at_m_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/at_m_8k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="AT_M_8K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_at_m_8k"
 MAX_MODEL_LEN="8192"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/at_t_16k.env b/code/configs/config_universe/generated/context_all31x3_full/at_t_16k.env
index ee20f8542379e5e01be2f180686e2a09da236bea..cf140df2cde39297fffaefb8b570fcfc0d17b2dd 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/at_t_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/at_t_16k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="AT_T_16K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_at_t_16k"
 MAX_MODEL_LEN="16384"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/at_t_32k.env b/code/configs/config_universe/generated/context_all31x3_full/at_t_32k.env
index c9795ada1db022e7a3513f8ee8b4ea60e28dae0e..ac14eb0314c58050f96dc521f3fe31d6bcd65b13 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/at_t_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/at_t_32k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="AT_T_32K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_at_t_32k"
 MAX_MODEL_LEN="32768"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/at_t_8k.env b/code/configs/config_universe/generated/context_all31x3_full/at_t_8k.env
index 1871f40b84d666c7f98fb0f9726df5f8873668fb..4152bb96da0ef81a11fa66fce428d1148ee71393 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/at_t_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/at_t_8k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="AT_T_8K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_at_t_8k"
 MAX_MODEL_LEN="8192"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_d_16k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_d_16k.env
index 762480a1a49dca98f5778a17c18d6a58783f6bf7..861f753e9f9b22151a5ee4c5bf49e23b85d55c36 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_d_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_d_16k.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_d_32k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_d_32k.env
index 0f3ba52a79613e713f1bed002c5d1d3d5d82c241..76c4b484d29549db73a84e73a668d2fe8decf680 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_d_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_d_32k.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_d_8k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_d_8k.env
index a511e2bc6869b323e631d348687fdf01324ae0c1..585252bf424df69eff4092417c200f314f3d49fe 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_d_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_d_8k.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_m_16k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_m_16k.env
index 5b051dd087ac05b8145a6e605914a5477e1df97c..c6e7594fee4ba3e79ec6ac0045f4cffdfe1dc11f 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_m_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_m_16k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="PE_M_16K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_pe_m_16k"
 MAX_MODEL_LEN="16384"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_m_32k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_m_32k.env
index 33c4ff489213342ca215021a91dd1cbd7bd4f9cf..8508a73c6d1d4444916bf810869af5e02172a5aa 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_m_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_m_32k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="PE_M_32K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_pe_m_32k"
 MAX_MODEL_LEN="32768"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_m_8k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_m_8k.env
index 1c7cdb2b7ae48806e810b31134d2cd10dbb312f6..4f51e27364560105766792145953a0ce6ab6d8d1 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_m_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_m_8k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="PE_M_8K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_pe_m_8k"
 MAX_MODEL_LEN="8192"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_s_d_16k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_s_d_16k.env
index b71e6b83c5e066ffc6bb3128872bf55350de2516..42cff3c18ff840405ad8e3c9afcbff5a62e5a61c 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_s_d_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_s_d_16k.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_s_d_32k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_s_d_32k.env
index 053ccba2b0418c4b28cbc34e9151f35a420c5d42..df1c537802d9ea3c93341a066d4365c61fb4a33d 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_s_d_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_s_d_32k.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_s_d_8k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_s_d_8k.env
index e1f407c806fa172f51db82eaa9d2c722c700aa79..48a79e238d852d11c35d4e10953e1d005a06eb28 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_s_d_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_s_d_8k.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_s_m_16k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_s_m_16k.env
index 2196b929fe0bcfedf5d1083d349e44b6736cdc2c..4ed21637f57cbd6758ba7f7f1784eef6fe30d323 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_s_m_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_s_m_16k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="PE_S_M_16K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_pe_s_m_16k"
 MAX_MODEL_LEN="16384"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_s_m_32k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_s_m_32k.env
index 2c210acf2d18c0162b3eccb5379bc9f685b3dcf1..cfe9ae3694d3e4c89a56492853aa673e4aede1d0 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_s_m_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_s_m_32k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="PE_S_M_32K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_pe_s_m_32k"
 MAX_MODEL_LEN="32768"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_s_m_8k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_s_m_8k.env
index 914efcb2afe3e5395bcd78bf150b35885a619a73..50754d8fa8ce7aa5783dc076e398c5700b852283 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_s_m_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_s_m_8k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="PE_S_M_8K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_pe_s_m_8k"
 MAX_MODEL_LEN="8192"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_s_t_16k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_s_t_16k.env
index b04bfbd1e9ffe4fcd772f6a214354c20b3707658..9a56e5a54d2b1bc7e39d7b1419d075aa65ac3a47 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_s_t_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_s_t_16k.env
@@ -12,7 +12,7 @@ EXPERIMENT_NAME="context_all31x3_full_pe_s_t_16k"
 MAX_MODEL_LEN="16384"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_s_t_32k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_s_t_32k.env
index ca82e0ef2b0d0d7ee2ae15d6a2b13bb51ff8b750..ab896ff40a1397b8c50f8425608c3af615ab54e8 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_s_t_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_s_t_32k.env
@@ -12,7 +12,7 @@ EXPERIMENT_NAME="context_all31x3_full_pe_s_t_32k"
 MAX_MODEL_LEN="32768"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_s_t_8k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_s_t_8k.env
index d63920fdcbf1de84512603f157e520a0b0a39fe5..22650a94e45303a18d875547bba00bf150707871 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_s_t_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_s_t_8k.env
@@ -12,7 +12,7 @@ EXPERIMENT_NAME="context_all31x3_full_pe_s_t_8k"
 MAX_MODEL_LEN="8192"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_s_td_16k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_s_td_16k.env
index 8ea20e3fd4cc239f5f23540c20f8a308f15e129f..b38d73c95631b1bf78165e1a6c85d8f03ef3965c 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_s_td_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_s_td_16k.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_s_td_32k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_s_td_32k.env
index d07339ac1fcbb4e417353ed952770b0e7862feee..773fd6013cf9ade24330c9bf2a2d45fd5a56939b 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_s_td_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_s_td_32k.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_s_td_8k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_s_td_8k.env
index d4d8fb483e6f4eb837dec018a99ad50468112d51..104af1533b04badd700e2d6a954b1acda7ef3afb 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_s_td_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_s_td_8k.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_t_16k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_t_16k.env
index 4cfc31269dbf9460138bb39afbeb496875fde45f..148dc6b21cd9bf12ec1a0abd70441d5a86dd5c87 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_t_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_t_16k.env
@@ -12,7 +12,7 @@ EXPERIMENT_NAME="context_all31x3_full_pe_t_16k"
 MAX_MODEL_LEN="16384"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_t_32k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_t_32k.env
index 6446c63b5e7ba6c49c10cb6dce4a51290f1a00de..96c39a81ab3c9bf497c77743a23fa58bb50ea934 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_t_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_t_32k.env
@@ -12,7 +12,7 @@ EXPERIMENT_NAME="context_all31x3_full_pe_t_32k"
 MAX_MODEL_LEN="32768"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_t_8k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_t_8k.env
index f72ba383be0b3a9b956e73b4ef9fae0b54229a49..48b29c9dba8c974b624cd0846df88d2eeba3674b 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_t_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_t_8k.env
@@ -12,7 +12,7 @@ EXPERIMENT_NAME="context_all31x3_full_pe_t_8k"
 MAX_MODEL_LEN="8192"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_td_16k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_td_16k.env
index dc7ed08991b3152718e77b63441d267249fbdf0b..f6177f55060b81e245f7f64db3ad2457809c3687 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_td_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_td_16k.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_td_32k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_td_32k.env
index 022bea2a7f17d39f7c4824b2d31fc23362d82c86..e95fe1fae5042c8cc36cac6fbfaf77aea7baced2 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_td_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_td_32k.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/pe_td_8k.env b/code/configs/config_universe/generated/context_all31x3_full/pe_td_8k.env
index d28e02754e5c6b52bf3bc1bae175b3622b03571d..f9ce0ffede47d06300d54b9395b3013adca5afcf 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/pe_td_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/pe_td_8k.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_d_16k.env b/code/configs/config_universe/generated/context_all31x3_full/v_d_16k.env
index 9922833239cb38b59f640ff0c37ada47775b78be..1cd2e3d3490d0c5ba194756dfe73a2d2c5eb1b14 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_d_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_d_16k.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_d_32k.env b/code/configs/config_universe/generated/context_all31x3_full/v_d_32k.env
index cbfa6c905127534b3496550ac0f6ae5c41d45afc..7ee994d8222b5af4458a856fd436bf1d4eac5d7f 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_d_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_d_32k.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_d_8k.env b/code/configs/config_universe/generated/context_all31x3_full/v_d_8k.env
index 55944b71b111edc30435073fa7e6e647c2aa7266..0d29d51504595d15e45006e652faace6029bb111 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_d_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_d_8k.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_m_16k.env b/code/configs/config_universe/generated/context_all31x3_full/v_m_16k.env
index 2dc30ec28ab693317440cf301aa7433e5b2845a3..0daf12f25064c6a0f1ce5ac353b1988b7fe31684 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_m_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_m_16k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="V_M_16K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_v_m_16k"
 MAX_MODEL_LEN="16384"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_m_32k.env b/code/configs/config_universe/generated/context_all31x3_full/v_m_32k.env
index cbb9ba2746cbe57dd5c42f64c8126aae1f974063..05e26ec13ced5a0cffe79efe9d68929223e76ac9 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_m_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_m_32k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="V_M_32K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_v_m_32k"
 MAX_MODEL_LEN="32768"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_m_8k.env b/code/configs/config_universe/generated/context_all31x3_full/v_m_8k.env
index e7054e159b0bf14d7d3830e476816f79c8461e91..25f5d0428048e22382fff3211ad2631954276bf7 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_m_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_m_8k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="V_M_8K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_v_m_8k"
 MAX_MODEL_LEN="8192"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_s_d_16k.env b/code/configs/config_universe/generated/context_all31x3_full/v_s_d_16k.env
index f3ad556490237cfa4a07eb00dc648900fe6dbab8..b4437e028891ae0e7c8f4218ee9fc24a8c2a77a9 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_s_d_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_s_d_16k.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_s_d_32k.env b/code/configs/config_universe/generated/context_all31x3_full/v_s_d_32k.env
index 3a55b3246cc1f3a56d9e2fd377f5237ff9b24e58..cf30a8c4f41ac0181c6431d32bc032b2b47edee4 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_s_d_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_s_d_32k.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_s_d_8k.env b/code/configs/config_universe/generated/context_all31x3_full/v_s_d_8k.env
index e8a1368020d487c7f2e93a31c21608274593079e..15cfc84ac13225c78abc9cc3239819362e0347aa 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_s_d_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_s_d_8k.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_s_m_16k.env b/code/configs/config_universe/generated/context_all31x3_full/v_s_m_16k.env
index 14e78becad4300b8918aa379ff96ce0da4ce6856..1817342efdc3ac7ef254880334d6bd46b98c729c 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_s_m_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_s_m_16k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="V_S_M_16K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_v_s_m_16k"
 MAX_MODEL_LEN="16384"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_s_m_32k.env b/code/configs/config_universe/generated/context_all31x3_full/v_s_m_32k.env
index ef7321a7636e5bf4c2818c1bbb0221718c96e876..ccf5c04117b49894f749fb368a4167eaa77e959a 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_s_m_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_s_m_32k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="V_S_M_32K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_v_s_m_32k"
 MAX_MODEL_LEN="32768"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_s_m_8k.env b/code/configs/config_universe/generated/context_all31x3_full/v_s_m_8k.env
index 01bfbdb2d59c19643c85a097bae2d940eb2753b3..0cd55969b33a34f5e26e761c4539150a1179e43e 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_s_m_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_s_m_8k.env
@@ -9,7 +9,7 @@ EXPERIMENT_CELL="V_S_M_8K"
 EXPERIMENT_FAMILY="config_universe_context_ablation"
 EXPERIMENT_NAME="context_all31x3_full_v_s_m_8k"
 MAX_MODEL_LEN="8192"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_s_t_16k.env b/code/configs/config_universe/generated/context_all31x3_full/v_s_t_16k.env
index 747d3f458ea636644ca58b4b4553aaa02f10cba0..11050edb8ea030a7892e7237668af2d42806ee49 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_s_t_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_s_t_16k.env
@@ -12,7 +12,7 @@ EXPERIMENT_NAME="context_all31x3_full_v_s_t_16k"
 MAX_MODEL_LEN="16384"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_s_t_32k.env b/code/configs/config_universe/generated/context_all31x3_full/v_s_t_32k.env
index d2738004669e735a1152c7e63cae5a7abfcbb4b1..2da0c4046ad3479fadae89a35857322152b3f79f 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_s_t_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_s_t_32k.env
@@ -12,7 +12,7 @@ EXPERIMENT_NAME="context_all31x3_full_v_s_t_32k"
 MAX_MODEL_LEN="32768"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_s_t_8k.env b/code/configs/config_universe/generated/context_all31x3_full/v_s_t_8k.env
index 8f2628cdbc4ae2e0de7231e5f3138232a6062a2e..f52e407667c2e634de8b13423b60d22305a19917 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_s_t_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_s_t_8k.env
@@ -12,7 +12,7 @@ EXPERIMENT_NAME="context_all31x3_full_v_s_t_8k"
 MAX_MODEL_LEN="8192"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_s_td_16k.env b/code/configs/config_universe/generated/context_all31x3_full/v_s_td_16k.env
index 241beb7f6693496ac74a06ae0265806152111790..5b949c337d2d6d337bb255df8943b49c3461a074 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_s_td_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_s_td_16k.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_s_td_32k.env b/code/configs/config_universe/generated/context_all31x3_full/v_s_td_32k.env
index e93044c69c25e12767845ce378dbe7c5e7f0c2a7..ca3eb3a6331197f633e44adea7c369f820a58507 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_s_td_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_s_td_32k.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_s_td_8k.env b/code/configs/config_universe/generated/context_all31x3_full/v_s_td_8k.env
index 910392f9375139e0149149fe64df332ba5c8f5d5..bc535a6c7bb3f037d24b91f63607624762b2e1bd 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_s_td_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_s_td_8k.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_t_16k.env b/code/configs/config_universe/generated/context_all31x3_full/v_t_16k.env
index 2ea1e044c83acecc48c8a8b44ac8e83c4e0f6989..858981d7e71b8c6da3bbd2b650bcbe8f861e979a 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_t_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_t_16k.env
@@ -12,7 +12,7 @@ EXPERIMENT_NAME="context_all31x3_full_v_t_16k"
 MAX_MODEL_LEN="16384"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_t_32k.env b/code/configs/config_universe/generated/context_all31x3_full/v_t_32k.env
index a6e456fe0c5e414f901b662fc978ef30f0faa88e..60d9f673520d7cfbd61d7ba9cdc5c8d582656200 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_t_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_t_32k.env
@@ -12,7 +12,7 @@ EXPERIMENT_NAME="context_all31x3_full_v_t_32k"
 MAX_MODEL_LEN="32768"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_t_8k.env b/code/configs/config_universe/generated/context_all31x3_full/v_t_8k.env
index bd76ee8916826a0a8010dfd563455d64d4b3f8b5..de95c7d2dba9c0dc93e379be5c805deb4f63c365 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_t_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_t_8k.env
@@ -12,7 +12,7 @@ EXPERIMENT_NAME="context_all31x3_full_v_t_8k"
 MAX_MODEL_LEN="8192"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_td_16k.env b/code/configs/config_universe/generated/context_all31x3_full/v_td_16k.env
index 63ef9676c12913621f31da5999266d531350a582..f4cec5d5bddc27e3bb6d16ea067718e8ab24f3e0 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_td_16k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_td_16k.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_td_32k.env b/code/configs/config_universe/generated/context_all31x3_full/v_td_32k.env
index 03c5409670a57c77e729ea63ce7e4a123cf6e1ea..e1bb6d23241ecc2314928353d58786f2e4cb1982 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_td_32k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_td_32k.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/context_all31x3_full/v_td_8k.env b/code/configs/config_universe/generated/context_all31x3_full/v_td_8k.env
index 34849917ea55cf136aaac47e03a4d8e2d9a06a80..f99299827cda667eaa1f6f5f0fc6ac0a599763a9 100644
--- a/code/configs/config_universe/generated/context_all31x3_full/v_td_8k.env
+++ b/code/configs/config_universe/generated/context_all31x3_full/v_td_8k.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/at_i_temp02.env b/code/configs/config_universe/generated/decoding_all31x3/at_i_temp02.env
index d74a3852facc66707758c1637ac6c07e2dcc4431..829325a5b92fe893736ce5c31455fdd102728cc0 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/at_i_temp02.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/at_i_temp02.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="AT_I_T02"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_at_i_temp02"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/at_i_temp07.env b/code/configs/config_universe/generated/decoding_all31x3/at_i_temp07.env
index 923fe5feb021dc3d2ca851d9d9967efb7e932c1f..b810e8952ee9ad84360a91dab4a9f9fd07ecfbfa 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/at_i_temp07.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/at_i_temp07.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="AT_I_T07"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_at_i_temp07"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/at_m_temp02.env b/code/configs/config_universe/generated/decoding_all31x3/at_m_temp02.env
index 3dbd5fea8b398df68a5bc4c57b69fe2326ba1e3a..ab827de0073c331fdd62fb2196c0aaacf55282da 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/at_m_temp02.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/at_m_temp02.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="AT_M_T02"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_at_m_temp02"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/at_m_temp07.env b/code/configs/config_universe/generated/decoding_all31x3/at_m_temp07.env
index 3ef95d41383c77cff72e480bfd6c27d4116deb26..22290e45589983bfdd151fc0058e664b1b5afa98 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/at_m_temp07.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/at_m_temp07.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="AT_M_T07"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_at_m_temp07"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/at_t_temp02.env b/code/configs/config_universe/generated/decoding_all31x3/at_t_temp02.env
index cc8b4a5e6e310699fd5af77acc77eac86c44702a..00f58190ae3707dacf80405c3286ca3f11f778d5 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/at_t_temp02.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/at_t_temp02.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="AT_T_T02"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_at_t_temp02"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/at_t_temp07.env b/code/configs/config_universe/generated/decoding_all31x3/at_t_temp07.env
index 3c7c97986f98aca12500d3b64403ce04e288542e..96a243bdf99ca42705a95bdc520fbdb95f61e271 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/at_t_temp07.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/at_t_temp07.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="AT_T_T07"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_at_t_temp07"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/pe_m_temp02.env b/code/configs/config_universe/generated/decoding_all31x3/pe_m_temp02.env
index 51714d50dacb05c7fd7c15d160852f63eac2a3eb..943840fe09d6f7c1a1b3f2ddf3876fcb688b54f3 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/pe_m_temp02.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/pe_m_temp02.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="PE_M_T02"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_pe_m_temp02"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/pe_m_temp07.env b/code/configs/config_universe/generated/decoding_all31x3/pe_m_temp07.env
index a800d329c300169ad4a626b3aadd3624185264db..f7541fb024a372066b8a73a0b8d2b655c1f5e7d3 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/pe_m_temp07.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/pe_m_temp07.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="PE_M_T07"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_pe_m_temp07"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/pe_s_m_temp02.env b/code/configs/config_universe/generated/decoding_all31x3/pe_s_m_temp02.env
index 0458e114df0e1e66ee39a6997756ffb99f9a1ba2..25d81abf2197bedd6418287189ec87b80e23d5ac 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/pe_s_m_temp02.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/pe_s_m_temp02.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="PE_S_M_T02"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_pe_s_m_temp02"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/pe_s_m_temp07.env b/code/configs/config_universe/generated/decoding_all31x3/pe_s_m_temp07.env
index bb0774449ac04e2d6375e379d8458e010f7411a5..daaeb91ec9692c1bb2ab7f31cd598338e68a000c 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/pe_s_m_temp07.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/pe_s_m_temp07.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="PE_S_M_T07"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_pe_s_m_temp07"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/v_m_temp02.env b/code/configs/config_universe/generated/decoding_all31x3/v_m_temp02.env
index c8fe8478de5959490806ce282017317fbc249a89..72f0f8040f20cf1f85a1df27477b756077cdcdc7 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/v_m_temp02.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/v_m_temp02.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="V_M_T02"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_v_m_temp02"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/v_m_temp07.env b/code/configs/config_universe/generated/decoding_all31x3/v_m_temp07.env
index 0dc2af6a71a61b207706cc771cda7364039c0c64..1e0edbf1d35a1dc4730fb8b6d811902e4c71c55b 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/v_m_temp07.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/v_m_temp07.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="V_M_T07"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_v_m_temp07"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/v_s_m_temp02.env b/code/configs/config_universe/generated/decoding_all31x3/v_s_m_temp02.env
index fbd2a396f845ace67a5cc02f6df82505e8bd1544..3a4323d29f48e70f30970916f9c80a3d58f571b3 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/v_s_m_temp02.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/v_s_m_temp02.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="V_S_M_T02"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_v_s_m_temp02"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/decoding_all31x3/v_s_m_temp07.env b/code/configs/config_universe/generated/decoding_all31x3/v_s_m_temp07.env
index 5446ce0f195071b0d85dd12a1237f20c19460f02..37c389af5b579b88b96222a288e8597a7ea7ee03 100644
--- a/code/configs/config_universe/generated/decoding_all31x3/v_s_m_temp07.env
+++ b/code/configs/config_universe/generated/decoding_all31x3/v_s_m_temp07.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,decoding_ablation"
 EXPERIMENT_CELL="V_S_M_T07"
 EXPERIMENT_FAMILY="config_universe_decoding_ablation"
 EXPERIMENT_NAME="decoding_all31x3_v_s_m_temp07"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/at_d.env b/code/configs/config_universe/generated/local_all31x5_full/at_d.env
index 4d9ccef24197e55b727b445d7f90b4c982e4b406..aafc0586974d590306649ad019aff90a7d67aeb1 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/at_d.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/at_d.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,full_cross_product"
 EXPERIMENT_CELL="AT_D"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_all31x5_full_at_d"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/at_i.env b/code/configs/config_universe/generated/local_all31x5_full/at_i.env
index 94bb4c6442c7cfcd162084abb39176f10f9fda3e..3dad5e30b0028610fda3643100467308475717d8 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/at_i.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/at_i.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,full_cross_product"
 EXPERIMENT_CELL="AT_I"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_all31x5_full_at_i"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/at_m.env b/code/configs/config_universe/generated/local_all31x5_full/at_m.env
index d12ce7c169d40da28e3760acd2832ea0b80ea60e..4ceca96ff69490db3206db6f85e943caa7d579ec 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/at_m.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/at_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,full_cross_product"
 EXPERIMENT_CELL="AT_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_all31x5_full_at_m"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/at_t.env b/code/configs/config_universe/generated/local_all31x5_full/at_t.env
index 7e7dcdb881582bd5e70e9dbd3ef80ef64e5fdcf7..a06d0652499e5731e3752703e4606d215cba5ff0 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/at_t.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/at_t.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,full_cross_product"
 EXPERIMENT_CELL="AT_T"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_all31x5_full_at_t"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/pe_d.env b/code/configs/config_universe/generated/local_all31x5_full/pe_d.env
index 299f84c3825a427f498ad55545caa81f75298c62..1519994918f4c25591ffda93c79ea3927a11d558 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/pe_d.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/pe_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/pe_m.env b/code/configs/config_universe/generated/local_all31x5_full/pe_m.env
index 7f1ec4a19fa7be32b1e046a790cdfc813cb4eeda..da9c2299566b78be21a5538e54128735ff7f093e 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/pe_m.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/pe_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,full_cross_product"
 EXPERIMENT_CELL="PE_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_all31x5_full_pe_m"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/pe_s_d.env b/code/configs/config_universe/generated/local_all31x5_full/pe_s_d.env
index 8f1f934388ec0d37a9c12e641d81b50a8e324dbe..e9ead7c19a470ef38de5ac15e4c608ff12a6dce6 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/pe_s_d.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/pe_s_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/pe_s_m.env b/code/configs/config_universe/generated/local_all31x5_full/pe_s_m.env
index d906e843191c4307abf2d317cf20f0c614819a18..82a77f300e4457f7c486f7343a783b57b5bdb766 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/pe_s_m.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/pe_s_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,full_cross_product"
 EXPERIMENT_CELL="PE_S_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_all31x5_full_pe_s_m"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/pe_s_t.env b/code/configs/config_universe/generated/local_all31x5_full/pe_s_t.env
index 2c9e43ba56918522f3c4666fc36db32f3840db63..e2402c3a886942620886cbc34fc4952309bb8fec 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/pe_s_t.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/pe_s_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_all31x5_full_pe_s_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/pe_s_td.env b/code/configs/config_universe/generated/local_all31x5_full/pe_s_td.env
index 879ffdfd427d0921e953cda659f65bd0d38517d7..41757fca50f8b594512694209caebcc2cc3c1ffe 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/pe_s_td.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/pe_s_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/pe_t.env b/code/configs/config_universe/generated/local_all31x5_full/pe_t.env
index a4de96fee389c91478370621b01db3f3e2989d02..f17ab6518789618b684cee419e6ba3baae30bdb0 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/pe_t.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/pe_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_all31x5_full_pe_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/pe_td.env b/code/configs/config_universe/generated/local_all31x5_full/pe_td.env
index 806fe48de6ec04637159b82364bbda190ca6a148..d8cefaafac5e34077ba4e6867be93f4259f0b6c9 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/pe_td.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/pe_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/v_d.env b/code/configs/config_universe/generated/local_all31x5_full/v_d.env
index 8b47f62df16ddfc982e507b1ab8f0f85b3ebe274..304b7292a314bb5ad0d1eb6b15bea8bfda51074f 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/v_d.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/v_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/v_m.env b/code/configs/config_universe/generated/local_all31x5_full/v_m.env
index c09421b01ff2ef2f76a06747dafb0ac8f791aa2e..88c2aedde80727da2c06b73b6ab22c6b7382a6c5 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/v_m.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/v_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,full_cross_product"
 EXPERIMENT_CELL="V_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_all31x5_full_v_m"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/v_s_d.env b/code/configs/config_universe/generated/local_all31x5_full/v_s_d.env
index 579875925edd01a78d9d39dfcc0e2542f9e8a993..64836fe10125e4ca3f8e1ec0e05854859d3462d6 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/v_s_d.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/v_s_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/v_s_m.env b/code/configs/config_universe/generated/local_all31x5_full/v_s_m.env
index f64803d030dad38b889e5d0ec8dae09cc018218f..e4283dcbac1d2a4b854062c54e464127cfacd27f 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/v_s_m.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/v_s_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,full_cross_product"
 EXPERIMENT_CELL="V_S_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_all31x5_full_v_s_m"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/v_s_t.env b/code/configs/config_universe/generated/local_all31x5_full/v_s_t.env
index 10468d2a8ad8a7d7d8e0c285fec9055acc0e5be8..92a5dcd32282b532eee8a01f943f5be124888c97 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/v_s_t.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/v_s_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_all31x5_full_v_s_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/v_s_td.env b/code/configs/config_universe/generated/local_all31x5_full/v_s_td.env
index d8515b10e7ad7bdd70744a3627aae3608928af4e..f33b732bc40b32a97495bb4135cfdbeaa6957bc3 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/v_s_td.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/v_s_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/v_t.env b/code/configs/config_universe/generated/local_all31x5_full/v_t.env
index cb569557e9219b24b51e6eaf158488e0bd3b3dd4..1df5a3afd4234b65974c9ff8c2010243ad064c0d 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/v_t.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/v_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_all31x5_full_v_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_all31x5_full/v_td.env b/code/configs/config_universe/generated/local_all31x5_full/v_td.env
index 4aa2464af8b17507b85ef7cf554e89dcdcafd6a9..7f0c9c297acc315f938412c3fc6994708157638f 100644
--- a/code/configs/config_universe/generated/local_all31x5_full/v_td.env
+++ b/code/configs/config_universe/generated/local_all31x5_full/v_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/at_d.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/at_d.env
index 1770d373922e5841c6449ec42d5a1f4b84596e82..add829a49f1c90818ed1b94d163576555930119a 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/at_d.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/at_d.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="AT_D"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_fmsr7_5x_full_at_d"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/at_i.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/at_i.env
index a825614e54e98b231ca30ead4848b430373683ec..9851fbee90fff75721d5444b3ef910a7f7f39213 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/at_i.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/at_i.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="AT_I"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_fmsr7_5x_full_at_i"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/at_m.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/at_m.env
index 7f7eea8a32a6eb2439e0c94c14b1a7231916a425..557d70d3a31c78c5ea197d6c6c6581cbdd045c6b 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/at_m.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/at_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="AT_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_fmsr7_5x_full_at_m"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/at_t.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/at_t.env
index dc72a77a31c899caa68bc5188be0b98bc20bb7f2..0edc6271ef67d2faf7c2546831361594c5db8287 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/at_t.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/at_t.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="AT_T"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_fmsr7_5x_full_at_t"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_d.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_d.env
index 2fb60641ef274290a57c0015acf846f9063f7761..86b3c35e46cd6bd0002bbc3d4b32ee7ce22dd500 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_d.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_m.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_m.env
index b399a69a064796b6754e19b6c8f4d8361d37ceaf..7680eadbe5ece4e257aa78062800eacf4ff29140 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_m.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="PE_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_fmsr7_5x_full_pe_m"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_d.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_d.env
index 5692f0a5211e8934d3086236d28918f47a95c0c0..286805b70f903419a98a4bc52dcf5b9c3fa7dca4 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_d.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_m.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_m.env
index 7f26d0ab99ff51a3c0fc0d75ddb0a88c2af666bc..b4d488132fca26c8418b305eb5b70055f647e754 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_m.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="PE_S_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_fmsr7_5x_full_pe_s_m"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_t.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_t.env
index 1ff04d01d95df897ead6b15df587fa1d1c6113c3..da4ae7a770d40109f492cec5cf835cee21338fb8 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_t.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_fmsr7_5x_full_pe_s_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_td.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_td.env
index 906c655ebf709bfa3d59974c9138cb6d3fd03f59..51d8f3f7947b1d529c1a495db59ae33a38dccb91 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_td.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_s_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_t.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_t.env
index 9643edd19862537fd60265473d6a65a3b7ae427f..0d0718ce55561960e95c5e9bbfbc7303b1f39ca4 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_t.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_fmsr7_5x_full_pe_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_td.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_td.env
index 997615a685acbc5fa7a051578632f69e223e73b4..875e1e617c8e2bdbcf2abbf4dd147d3e65668233 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_td.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/pe_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_d.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_d.env
index 5e339fbcb7e55a78f072f304bc17d3de2bc95bf0..2ae04d97fa4e4b66055a15743f6e46b4a815d9cd 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_d.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_m.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_m.env
index 5005edcd486db43e4eb6496dbc3f991a7688e58d..9713aa49dff6f33e5595aaf20d5ce17b37712047 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_m.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="V_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_fmsr7_5x_full_v_m"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_d.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_d.env
index cc27398c56696c5779a1dc262250aa917a59458a..b01f22f733e7cf3d13a7cca110fcb037fae5d908 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_d.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_m.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_m.env
index 28247ff142eef3e5c0be6c352d11effe309e70e2..ae938790d9e6b2593ced9ef0b5940b2e568d74f1 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_m.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="V_S_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_fmsr7_5x_full_v_s_m"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_t.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_t.env
index 2eed02d0e6207402eeda53194a94b01b0381bab2..2bda4822d8f73e47e65b5375604b77f627dc9ccd 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_t.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_fmsr7_5x_full_v_s_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_td.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_td.env
index b9032ff361284cc2449754fe2e077513bce90fab..84edec9a3cfea05144a1c02f0580271cd4022cbc 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_td.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_s_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_t.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_t.env
index 9bf71ad27582892d4a4dd9e06dc342b1fecfbb74..75f74d05cfd57cc2089fa19c6ee2bcb49e3734be 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_t.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_fmsr7_5x_full_v_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_td.env b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_td.env
index f650e3d5123a33511619e688c8468b64d569a5f9..0d79fdae531f97266fc1a41bf487681e40c60fd6 100644
--- a/code/configs/config_universe/generated/local_fmsr7_5x_full/v_td.env
+++ b/code/configs/config_universe/generated/local_fmsr7_5x_full/v_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json"
 SCENARIO_DOMAIN_SCOPE="fmsr"
 SCENARIO_SET_NAME="smartgrid_fmsr7_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/at_d.env b/code/configs/config_universe/generated/local_iot6_5x_full/at_d.env
index 88b3ac6018c7ad54c35927735d37108704dd8e09..9284f094133bf146f8cc90f75109b1a6ce068d1e 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/at_d.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/at_d.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="AT_D"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_iot6_5x_full_at_d"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/at_i.env b/code/configs/config_universe/generated/local_iot6_5x_full/at_i.env
index ac35809bb36dbea3f69420e8acacddad7a2f3098..8e0dd10d6cd7c3ec68355a5a5875921b8d15b736 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/at_i.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/at_i.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="AT_I"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_iot6_5x_full_at_i"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/at_m.env b/code/configs/config_universe/generated/local_iot6_5x_full/at_m.env
index 5628b0c3913d09cf17063f42b512e794c33211ab..4787baaef0a6a1cb17bb9219972abe9f35b871a5 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/at_m.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/at_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="AT_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_iot6_5x_full_at_m"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/at_t.env b/code/configs/config_universe/generated/local_iot6_5x_full/at_t.env
index 92f08fee54113ce51e8fc68f804e12848df7cf67..fd2b7069336d39ff0a463ea33f7ee1030edac7bb 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/at_t.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/at_t.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="AT_T"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_iot6_5x_full_at_t"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/pe_d.env b/code/configs/config_universe/generated/local_iot6_5x_full/pe_d.env
index 2520a71de4e6c1111f95dc3c21a324bca636309c..090494033447f7dbe3c11bc285ed0ab5dcf25859 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/pe_d.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/pe_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/pe_m.env b/code/configs/config_universe/generated/local_iot6_5x_full/pe_m.env
index 2e77ef35dd5bf59551f3dab0991a6ac5c5cff07f..dbcd70970cc8d00c77e9d28582b4cdece6ac2508 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/pe_m.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/pe_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="PE_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_iot6_5x_full_pe_m"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_d.env b/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_d.env
index d8adb9aabb885b319963eae1dbb6a5d24f72f059..c70943001f0ffa9c29a5cd5f27f2e21add0212ab 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_d.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_m.env b/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_m.env
index 8317abd74226a9fe796d25ac0f6bd06d1536b095..8e610c7ac32769f7e31c09020e31e1ada7779e7a 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_m.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="PE_S_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_iot6_5x_full_pe_s_m"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_t.env b/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_t.env
index 2f710f08730ee3654de7be9d6ee10a12f8d9aec5..845ccea6064b89aa347a2fc174b2ee0b47c4b56d 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_t.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_iot6_5x_full_pe_s_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_td.env b/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_td.env
index 2279ac4e8225a7b3c7de0ce8799ceecc91e0a215..30ea312c66459c9fbdd624c8a817d98c9c897dac 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_td.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/pe_s_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/pe_t.env b/code/configs/config_universe/generated/local_iot6_5x_full/pe_t.env
index 1b5c56181a7e7b66963c1c59f6cf61f0c2a14a17..b58edbd87e65e16192df5e12165a7d7a1537259f 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/pe_t.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/pe_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_iot6_5x_full_pe_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/pe_td.env b/code/configs/config_universe/generated/local_iot6_5x_full/pe_td.env
index 4df309858c379dbf64878b0a6c53fc331a1ebb81..5d8359d43b158570b866f1e12f3150c1ccd10568 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/pe_td.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/pe_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/v_d.env b/code/configs/config_universe/generated/local_iot6_5x_full/v_d.env
index 660af8845af45ee6bcca5f5aa33278833467a4bf..b588c2cf2140afbb9ec425737b33f80a29d79dbc 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/v_d.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/v_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/v_m.env b/code/configs/config_universe/generated/local_iot6_5x_full/v_m.env
index 49e2192c97a4e37fdead77a35f94b084da26f4d7..d0561fa286ff89501b55d9d4f430165d83cc1f8b 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/v_m.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/v_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="V_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_iot6_5x_full_v_m"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/v_s_d.env b/code/configs/config_universe/generated/local_iot6_5x_full/v_s_d.env
index 505fd6ac08efa332861453709cd561656e185d4e..ebce010b1a74086b201d21bb0f9d02910ff1a103 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/v_s_d.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/v_s_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/v_s_m.env b/code/configs/config_universe/generated/local_iot6_5x_full/v_s_m.env
index dcb023d66dd781e99b605f639402d00fb32a61b2..4830444205dd282cd70748a997af0fa863284a85 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/v_s_m.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/v_s_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="V_S_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_iot6_5x_full_v_s_m"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/v_s_t.env b/code/configs/config_universe/generated/local_iot6_5x_full/v_s_t.env
index aba9466470af9ccf67e86d8c43769c6c6c98a4c6..ed04e19859865ce766429018c2035217f912af87 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/v_s_t.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/v_s_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_iot6_5x_full_v_s_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/v_s_td.env b/code/configs/config_universe/generated/local_iot6_5x_full/v_s_td.env
index 3b9ff4adf3726dab58de7673643f5ec4e95bd3c6..39e9dc674e099bc4efeea652a02b9beb7f6f7542 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/v_s_td.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/v_s_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/v_t.env b/code/configs/config_universe/generated/local_iot6_5x_full/v_t.env
index 1f0edb657e6f3411d5a47cae5b4d42ab0130967f..f34924e5b962a839a180b077fe8a28c8f8e0e4e4 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/v_t.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/v_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_iot6_5x_full_v_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_iot6_5x_full/v_td.env b/code/configs/config_universe/generated/local_iot6_5x_full/v_td.env
index 0e9f6f9fa7b74282fc103b50116b8fe4d4c3e565..2b582bc50a01b0ef32423499be87f458a0b15e08 100644
--- a/code/configs/config_universe/generated/local_iot6_5x_full/v_td.env
+++ b/code/configs/config_universe/generated/local_iot6_5x_full/v_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json"
+SCENARIOS_GLOB="data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json"
 SCENARIO_DOMAIN_SCOPE="iot"
 SCENARIO_SET_NAME="smartgrid_iot6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/at_d.env b/code/configs/config_universe/generated/local_wo6_5x_full/at_d.env
index abd839fe4ac962785837d9b60cc52f31ea5f042e..77d7ebc351151893c2a5631572c2c384510e1c7e 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/at_d.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/at_d.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="AT_D"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_wo6_5x_full_at_d"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/at_i.env b/code/configs/config_universe/generated/local_wo6_5x_full/at_i.env
index 5e0e5c9b5683b39a8891dec2fa1eb2ade65a7c23..57045d014756e06266b8f306cf0a47f6bd4562fc 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/at_i.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/at_i.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="AT_I"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_wo6_5x_full_at_i"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/at_m.env b/code/configs/config_universe/generated/local_wo6_5x_full/at_m.env
index da6ab3b9ef6f5d66ba2d71466855a3674c3b1eef..c1de6cd8eacbc0289041cae202e931ac551e7ef2 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/at_m.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/at_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="AT_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_wo6_5x_full_at_m"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/at_t.env b/code/configs/config_universe/generated/local_wo6_5x_full/at_t.env
index b8d66ef906910067c6d3423da5cd480058a6aa5d..13e64834fa3b22f44d5bba3248e61f8c554ed3c8 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/at_t.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/at_t.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="AT_T"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_wo6_5x_full_at_t"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/pe_d.env b/code/configs/config_universe/generated/local_wo6_5x_full/pe_d.env
index 9bb122dd0144dfbc93fb0e8d7146ab0b35d019ac..72eff704ec8d54d09930a6b90ade875e1c6f9274 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/pe_d.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/pe_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/pe_m.env b/code/configs/config_universe/generated/local_wo6_5x_full/pe_m.env
index bcd6bc3f0a3a2874400a3c8fad77dca3c2fb6936..a4affe2fc809ea852f854eb19b5a72b40b4ff96e 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/pe_m.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/pe_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="PE_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_wo6_5x_full_pe_m"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_d.env b/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_d.env
index 68baad284a9335df33ac96fde1de2ac4c7930f47..1d2e034bea3f013d573cbd483bffee0a1c62978f 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_d.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_m.env b/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_m.env
index 084f7292e2fef07630be349e89604f58edf79ba0..b30199ad1a050e3119e2a031173a300268bc9db2 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_m.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="PE_S_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_wo6_5x_full_pe_s_m"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_t.env b/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_t.env
index 021a364f5971b037f6e9e165ddaf0e07ec65b00f..526db52c9d81bebcabd624ba8e262ad8f76e7d28 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_t.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_wo6_5x_full_pe_s_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_td.env b/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_td.env
index 7b811838f637f53f020471968275ade98e887e87..19a39ab6b788c191c0873e9acf7a735864560c65 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_td.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/pe_s_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/pe_t.env b/code/configs/config_universe/generated/local_wo6_5x_full/pe_t.env
index 46ac75c14321f84823ee650da0b08c8a1ca29b63..9ae0c23d3ad2c80683542be290b5113259a4e3a2 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/pe_t.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/pe_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_wo6_5x_full_pe_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/pe_td.env b/code/configs/config_universe/generated/local_wo6_5x_full/pe_td.env
index ea6e88d269d0eab4d40b47a1b0f67a4867b0c117..a17c9ddc79795fbcac409741334036ca2dcce107 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/pe_td.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/pe_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/v_d.env b/code/configs/config_universe/generated/local_wo6_5x_full/v_d.env
index 7eca473e332bd0fc66af4292405ce75ae5db2b61..ddfe21e9abba6991f136f0b587a0900e18b1d9b6 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/v_d.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/v_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/v_m.env b/code/configs/config_universe/generated/local_wo6_5x_full/v_m.env
index 77d137a4658ebe8b0359939fa8b61913bbae5814..deb0b10f2d16082f4b453cb064a0b56dfb31b533 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/v_m.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/v_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="V_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_wo6_5x_full_v_m"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/v_s_d.env b/code/configs/config_universe/generated/local_wo6_5x_full/v_s_d.env
index c16a62ef307849d4efc6448bb6ec7ebcd3fe3c1e..23952a7b5db551886ac2ee4117aa32e1449b440e 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/v_s_d.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/v_s_d.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/v_s_m.env b/code/configs/config_universe/generated/local_wo6_5x_full/v_s_m.env
index 81e3c889f67d229b7fff1357579c1d5e7618b9f7..c6bdb7bb34b61ebc69886cc36f4fd0a2a1d5952d 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/v_s_m.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/v_s_m.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,local8b,domain_slice"
 EXPERIMENT_CELL="V_S_M"
 EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_wo6_5x_full_v_s_m"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/v_s_t.env b/code/configs/config_universe/generated/local_wo6_5x_full/v_s_t.env
index 2586e14adfd7aa89389d6b5b366a31c7c240d7a4..bb9ab658f71e09adfc4a73f262e6e13fd107ac15 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/v_s_t.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/v_s_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_wo6_5x_full_v_s_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/v_s_td.env b/code/configs/config_universe/generated/local_wo6_5x_full/v_s_td.env
index 4221080d7dd1f254d3cfe162d127977726a6fc5f..a9819da3dfaa98cf926bf28f8464c9d0f6a9c317 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/v_s_td.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/v_s_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/v_t.env b/code/configs/config_universe/generated/local_wo6_5x_full/v_t.env
index d6c9d2ce9d9f2fef83c091fa167a1af10285282c..584fa1dff2e12ca6198482fa77666becb73d3708 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/v_t.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/v_t.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_local8b"
 EXPERIMENT_NAME="local_wo6_5x_full_v_t"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/local_wo6_5x_full/v_td.env b/code/configs/config_universe/generated/local_wo6_5x_full/v_td.env
index eecc00be1f77ad5016eeb8a26afc9de62be87292..c87eae80cd6670a8bc009ffaa05d40a4b7a25831 100644
--- a/code/configs/config_universe/generated/local_wo6_5x_full/v_td.env
+++ b/code/configs/config_universe/generated/local_wo6_5x_full/v_td.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="wo"
 SCENARIO_SET_NAME="smartgrid_wo6_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_adj.env
index c423bc94310f613f6d0135f4c881257081dda6ad..327045c69e8aec513a3730fae00214b2c1d70efc 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_adj.env
@@ -21,7 +21,7 @@ MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_baseline.env
index a5a6d648f49969d5ced9568cecb2c40002ac2223..2ca62b143289e5c47db2cc00305fd0a733a36e32 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_baseline.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_guard.env
index 54a86e9c81589531a784cb846fb6c61b037a7967..d530e0b1dd302803af1bf5308dba6e9e10c086b9 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_guard.env
@@ -17,7 +17,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_repair.env
index 007da05214991dc8536042ad573a7d4e2cc09914..a8fce666aaa4692afc4ec5d301cefac4d74f5ccd 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_d_repair.env
@@ -20,7 +20,7 @@ MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_adj.env
index ca413b7de7d091353157591646903f2f0fd8320b..63acf2ab96410b9f9381bd03f3aa02144af6b6b9 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_adj.env
@@ -13,7 +13,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_pe_m_adj"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_baseline.env
index 63c9cf3ba5464e546a61ce84e66ec66c877c6c29..93c0712f664a4ae87a93d38bef4b1e2d84ea9724 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_baseline.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,failure_mitigation,full_cross_product"
 EXPERIMENT_CELL="PE_M_BASELINE"
 EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_pe_m_baseline"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_guard.env
index 5abe916454a23eac0a27fbd1c3def0af2f9a5fdb..7e099d89581021d16692bab592fe91f49e80bef0 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_guard.env
@@ -9,7 +9,7 @@ ENABLE_MISSING_EVIDENCE_GUARD="1"
 EXPERIMENT_CELL="PE_M_GUARD"
 EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_pe_m_guard"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_repair.env
index 50a0f396118359a88539626d2bcd9b917b53de9f..e396b8323982abf5455636d69635e384267d7caa 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_m_repair.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_pe_m_repair"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_adj.env
index 1d3c97abcfc5a81ae6ddfbf363a9720233437e60..a306e7a2247d9fabc1928bab60c24f3684e6e1d6 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_adj.env
@@ -21,7 +21,7 @@ MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_baseline.env
index be9f4fcdddebe4325e75798d0a14fe077a954153..156cc47a9b1e6c2548fd3bfb42fcb13efd2d9e41 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_baseline.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_guard.env
index 045b88d77d463eb5bec6fd27eeb6ebd6393aa16e..bbd43a055ce5a2fe006bd97fb19a51df960189ca 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_guard.env
@@ -17,7 +17,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_repair.env
index d20e75c27b2e3965bbab27ef167fdf722867d144..ba75907636a128c292971d4a4e3b96f36f144599 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_d_repair.env
@@ -20,7 +20,7 @@ MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_adj.env
index 0c1bd6ddac4e3050691d6f29df9d3dd3ea37bde2..b754963f0520a1598166b5998fda38aac204b530 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_adj.env
@@ -13,7 +13,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_pe_s_m_adj"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_baseline.env
index 0fc88f6d21d530a72dc77a07637b3009c12a7a00..75dcd9d3180ecd4fda21de40a8a58f8ef20b74f9 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_baseline.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,failure_mitigation,full_cross_product"
 EXPERIMENT_CELL="PE_S_M_BASELINE"
 EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_pe_s_m_baseline"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_guard.env
index cea06b757a9d42341aa729afd35631effab8cc8f..e3be4f67a86efba04bcd1e56e71236b6f12a72ff 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_guard.env
@@ -9,7 +9,7 @@ ENABLE_MISSING_EVIDENCE_GUARD="1"
 EXPERIMENT_CELL="PE_S_M_GUARD"
 EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_pe_s_m_guard"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_repair.env
index 40fc3405404a3da65205c89a3394763dc21a9208..9f59165a600282efadabfa84cd42613e020ce1be 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_m_repair.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_pe_s_m_repair"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_adj.env
index 82cd1559d8d8c3f095e1ace34ff36fca5218147b..799fb816eb47cd9ae79003d5c5428c412ab289ec 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_adj.env
@@ -16,7 +16,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_baseline.env
index 33fce4d425bda108a8e828606515ceebb533035d..bb61b4a121ffa6b0d8b9d1ad2bdbad04279a13d3 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_baseline.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_pe_s_t_baseline"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_guard.env
index 5646f64391e0c14fb7901ee6b027cbee448c2941..fb25f7667f0b68c12971dbc97cd9cd595fb4ce18 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_guard.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_pe_s_t_guard"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_repair.env
index 2556b33f8f9172742d9cffe2bf7437431b72c196..04413ef2a8ea196f75d0aec4c951bf17f47c41b4 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_t_repair.env
@@ -15,7 +15,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_adj.env
index 0b42b57c4a94dd137ef6912cbb7a69f6e9ebf2dd..f0d55dabecd1cc5d041c59ce9731503792eb89ee 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_adj.env
@@ -23,7 +23,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_baseline.env
index bc2f8e26fd2402bd0db7e4cb154de0a68036a325..472b84041edd7da3b883e8042d1423ed533e5b1a 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_baseline.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_guard.env
index 71547d6b7fae74dc064b109d2565e95370ede202..7054f0b8c315367f1c92b63a4e739936b8724bcf 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_guard.env
@@ -19,7 +19,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_repair.env
index 8ababcadb17a7e693fbda8a34c0b4932574744ef..aa192fca9e0c82a2179f56ad36f6e46aa5b73c0f 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_s_td_repair.env
@@ -22,7 +22,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_adj.env
index 2d076c0eef6811b2def92ada07f670f27d8e7bfa..16454d8aa6cb9bd8af93ef47e73666d73bb4aebe 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_adj.env
@@ -16,7 +16,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_baseline.env
index 98e0e479badba88126faf012e77f701ef630e413..804ed93ea2d49258c181490a287b7e33f0078ebf 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_baseline.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_pe_t_baseline"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_guard.env
index cda17fdad5faa3aa8e2d17da8bc322993fb63a7c..a72992a42517f53af117a53af7c6a9f2c63f6aca 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_guard.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_pe_t_guard"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_repair.env
index 068703cbbe77b66e1decf22d5cc60db6e625ea72..9f4f31387c6fecad56246f926c315ee9f9065a45 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_t_repair.env
@@ -15,7 +15,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_adj.env
index 14d045a56033290c41649e3587ed141eb3a39497..6c797d56986be1e7d27dc5b6cdb2c85f57aa3604 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_adj.env
@@ -23,7 +23,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_baseline.env
index 2b8aac44912fd388266ed18979cffd18d63e0d99..a7957874f7ed6c8f0a231a93f78d037c211e4742 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_baseline.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_guard.env
index e0458a99df1e859b393c5178ed0c7b3b3487e203..f5562b21035ce69e5aa48ead9a8f0769c27228da 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_guard.env
@@ -19,7 +19,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_repair.env
index 0d1a1a7cee49ab1297338321e726e3f88d17dd06..7dfd9d7e634821bc62c234e40751e624304d3c9d 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/pe_td_repair.env
@@ -22,7 +22,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_adj.env
index 62dd5deb72135edbfdeb13d699209c1921e10a22..4913bf90e7302fde721a29252fc7945b510cdf13 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_adj.env
@@ -21,7 +21,7 @@ MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_baseline.env
index 2157312550afcc382a116fa49f7c1fad5a4c4141..5c4a88e50fec8dfddc04950ad36d27cf3903a9ca 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_baseline.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_guard.env
index 3d3b227288c39d00261515aea54e40e336a92794..113c7d93cd0d1c3941cc10ada9f751bb2b460c0c 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_guard.env
@@ -17,7 +17,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_repair.env
index 213065dc0b29c7a93620b47d4479b08c87483d1b..4ee170a72bf5dd35ae1f0f4bcd6075cc5282db3e 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_d_repair.env
@@ -20,7 +20,7 @@ MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_adj.env
index 8b0ab898d67dce562bed201064aae4f26bf700cf..a66501d9833ae0ee8508843e4a28af038f6d70e8 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_adj.env
@@ -13,7 +13,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_v_m_adj"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_baseline.env
index 98b6508f3f632886682429468a4d8a20a898f244..c0329d1a2e2e76585f00bde4242765418761e98b 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_baseline.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,failure_mitigation,full_cross_product"
 EXPERIMENT_CELL="V_M_BASELINE"
 EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_v_m_baseline"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_guard.env
index c702374c8eecb6a77dd38a879a55ea0561de8fa4..2d4d95ed17cd05238d4f368e064d76fef6861f60 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_guard.env
@@ -9,7 +9,7 @@ ENABLE_MISSING_EVIDENCE_GUARD="1"
 EXPERIMENT_CELL="V_M_GUARD"
 EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_v_m_guard"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_repair.env
index 33d4cf8061250d500c833ad00191c3f7f0f8d24e..8e8d7909efafc8a9733f71806663bf994cdb3706 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_m_repair.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_v_m_repair"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_adj.env
index c08609d5f2882ba6c9e2684f59625597311097fb..2e39770fdf9e5d2e9b47ff4eab899ffd5fe44cb3 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_adj.env
@@ -21,7 +21,7 @@ MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_baseline.env
index 8b530252ea042ebe412a2917fa615350d5d2e50c..6970b25762fb12917fd0420e3c1e615bb88d0a1c 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_baseline.env
@@ -16,7 +16,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_guard.env
index ce406a45ce9faba477bc51d9b2e13aed962e6e1c..701d5f5c5901dff472e441fd1b7b8ad29967f8c6 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_guard.env
@@ -17,7 +17,7 @@ MAX_TOKENS="1024"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_repair.env
index 9820a13e4f5edb75328f6bbc4971ea61bfb0e55b..18354f84771c14de9ccba83b338ce287c00359e0 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_d_repair.env
@@ -20,7 +20,7 @@ MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_adj.env
index 758bdbe0256ac6b513b3c02837f3ce114897ea0d..e0f019b600fd272856eae82b555e3ec21c69417a 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_adj.env
@@ -13,7 +13,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_v_s_m_adj"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_baseline.env
index 8e8b360382a5673fb6debf7a19bd1c45f49c405f..8780359d15d8cbf8dde06df2f608504e05b8187a 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_baseline.env
@@ -8,7 +8,7 @@ CONTRIBUTING_EXPERIMENTS="config_universe,failure_mitigation,full_cross_product"
 EXPERIMENT_CELL="V_S_M_BASELINE"
 EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_v_s_m_baseline"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_guard.env
index ec1fd062fa57794c48f897ce56681b4398877390..48f2360353949f30ef70da791a6f37d5c6090327 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_guard.env
@@ -9,7 +9,7 @@ ENABLE_MISSING_EVIDENCE_GUARD="1"
 EXPERIMENT_CELL="V_S_M_GUARD"
 EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_v_s_m_guard"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_repair.env
index bef6b52c4ea1f7a4bbb82d29e8b1d2032ebe6aff..cf9b01ac273989a3c7aa27ba58acb8a8fea0adec 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_m_repair.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_v_s_m_repair"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_adj.env
index 47f42aab88c798d5b3b13cb90bd8f6a53ec8f3e3..49857ddafa79a584298eeb207e5856d33dceee96 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_adj.env
@@ -16,7 +16,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_baseline.env
index 660ea1938e2a6f3bd76d6bece8ca2b242a5fa0f0..371d1c66fe82c4a7d9345f96d3b012ea97684499 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_baseline.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_v_s_t_baseline"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_guard.env
index d41b64a1ae654bd4abe5b07e8a63603c5ef8492a..d0516eed7cfc009481a5c39e1a96f02c0f4e549a 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_guard.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_v_s_t_guard"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_repair.env
index d18b7fccec9fc7827607c5329b99f2310308065a..aa1e4ea5fe93ec00f08d16fa232b1745a07567c6 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_t_repair.env
@@ -15,7 +15,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_adj.env
index f24e2ae6686ce7aafffd52e21a6e16f0301dcbd0..751c561af826549077ed9afb615258669edf26ad 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_adj.env
@@ -23,7 +23,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_baseline.env
index 18f6a4ef570ffeece050b510f8e2bb911e92ab18..d4581bcac399b2d5e4f87214c18d976cd045b260 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_baseline.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_guard.env
index 1977b026c286eeec2ea84ab9ce6680a94ac1262f..7f5702d4050d8533429b5de969a4c98997512218 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_guard.env
@@ -19,7 +19,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_repair.env
index ce7bf1bbcf43c48b4ae65818852a38cca5282821..9e7646c1f59c9e179e53058c585a2e2ffcabdf63 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_s_td_repair.env
@@ -22,7 +22,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_adj.env
index ad2f6b746903d92893f099bb002b83e1a7460031..6fdc07f938c58c011d5bf66100640ace7e1f15d3 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_adj.env
@@ -16,7 +16,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_baseline.env
index 7ca1425bac54120740ba7b4844d838ed9073a5cc..d9bd4f8587963b6b2bade3cb38e11a3c2d5f8f31 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_baseline.env
@@ -11,7 +11,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_v_t_baseline"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_guard.env
index 93874cfa090e20eefb5b90d8f003e9e009baf47e..7a84d3bb585c6a27a53b954631cecf92c4823091 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_guard.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_mitigation"
 EXPERIMENT_NAME="mitigation_all31x5_full_v_t_guard"
 MCP_MODE="optimized"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_repair.env
index 328ce729fc188cf4a076d80755ba2e677a50bbc9..3ce9d16b159131a7e182f10b042a78c2de905081 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_t_repair.env
@@ -15,7 +15,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_adj.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_adj.env
index 41ec8ae48ac3814aa68b44685ea7e17664b674fe..a57d5f8c68385d8c083cad54d20ed1a0c554757b 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_adj.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_adj.env
@@ -23,7 +23,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_baseline.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_baseline.env
index 666e75b0d3d252d7e6dc4307dfb4c070ed6e3735..d4ff1aebbb7ce0f1794be30a3d7df42e931197aa 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_baseline.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_baseline.env
@@ -18,7 +18,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_guard.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_guard.env
index b5484dfb50bfc55b16181ad49043566e8edb1b60..06d9a5f93b857cf848cd6fe03189d34631ca6fc8 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_guard.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_guard.env
@@ -19,7 +19,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_repair.env b/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_repair.env
index 5964b4f042972fd0773ff4f956f4da4f746eda0d..49fd3ad049af940fabd419c778cac96113525c43 100644
--- a/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_repair.env
+++ b/code/configs/config_universe/generated/mitigation_all31x5_full/v_td_repair.env
@@ -22,7 +22,7 @@ MODEL_ID="openai/Llama-3.1-8B-Instruct-int8"
 MODEL_PROVIDER="vllm"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="compressed-tensors-int8-bf16-fp8kv"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="insomnia_vllm"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r1.env b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r1.env
index a055d4645b095682318f5f78dd58343a32b4adfb..ef1aff8b360ec8febee89a7df78ec5f3b35bee49 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r1.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r1.env
@@ -13,7 +13,7 @@ EXPERIMENT_FAMILY="config_universe_repair_depth_ablation"
 EXPERIMENT_NAME="repair_depth_all31x3_pe_s_m_adj_r1"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="1"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r2.env b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r2.env
index 896dc5845927f5a8b1f722922fd23f9994cb860e..9d16b4c38f95e48059f76b474488c20e0c119664 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r2.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r2.env
@@ -13,7 +13,7 @@ EXPERIMENT_FAMILY="config_universe_repair_depth_ablation"
 EXPERIMENT_NAME="repair_depth_all31x3_pe_s_m_adj_r2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r3.env b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r3.env
index a375b6c3487cf7c7440ecd51ee426756f120b697..d48a229b47c69b8042131054d4e48073136b0301 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r3.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_adj_r3.env
@@ -13,7 +13,7 @@ EXPERIMENT_FAMILY="config_universe_repair_depth_ablation"
 EXPERIMENT_NAME="repair_depth_all31x3_pe_s_m_adj_r3"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="3"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r1.env b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r1.env
index 836ecddb99fc4e6c4ee0965dc0e3a165d2b656c0..4966f582359d633c55761b7923d49528a5bbb9c1 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r1.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r1.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_repair_depth_ablation"
 EXPERIMENT_NAME="repair_depth_all31x3_pe_s_m_repair_r1"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="1"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r2.env b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r2.env
index 7b609e110bab56f126936c90fc88d00633aeb96a..41403657a9dbfa8c90119928c1e4a72f9c9fc60d 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r2.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r2.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_repair_depth_ablation"
 EXPERIMENT_NAME="repair_depth_all31x3_pe_s_m_repair_r2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r3.env b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r3.env
index 513fc41c1abe143b96cfe8e7b4c1980e40d1da7f..65cb61f6263124f7cc7570ebcd46cb22f914f084 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r3.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_m_repair_r3.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_repair_depth_ablation"
 EXPERIMENT_NAME="repair_depth_all31x3_pe_s_m_repair_r3"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="3"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r1.env b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r1.env
index d0fbb48e51352df54f3881827aa49829859a25b4..f76382a08402fb44dc04679d859afac3e3cb232e 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r1.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r1.env
@@ -16,7 +16,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="1"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r2.env b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r2.env
index 1216ed0bbff6a6e9b5acdc0254ead10e4bc0b483..88a6ab6d544a8cbb8b0a411856f92e931eadaaff 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r2.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r2.env
@@ -16,7 +16,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r3.env b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r3.env
index d0b67d9fe780a563558152bf44c57db8e0b9c9ab..67c1a5954148ccd5a7b42f78aa5ee6220e33b77c 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r3.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_adj_r3.env
@@ -16,7 +16,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="3"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r1.env b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r1.env
index cdd5b584224adfc3a1f29242e719e640a9d641a3..c6b68a02cdc2402f8a5ae7a8054bcd5ffc434391 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r1.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r1.env
@@ -15,7 +15,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="1"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r2.env b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r2.env
index 00af6e6ddee820c41ee20197defae07a61431bb4..6a073268f6fddb2fb3f97aa7b5917d89f87bcec1 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r2.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r2.env
@@ -15,7 +15,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r3.env b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r3.env
index 879d38a34f4a3dae725bb9cc5c0847fdff181978..f63c347ee1c020323ca7704e5a6b4d651a432316 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r3.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/pe_s_t_repair_r3.env
@@ -15,7 +15,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="3"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r1.env b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r1.env
index fff4928eaac41a52181c63aef26859810dfe6268..22d926298d4741ab987f79ebcf4337c90d3183ba 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r1.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r1.env
@@ -13,7 +13,7 @@ EXPERIMENT_FAMILY="config_universe_repair_depth_ablation"
 EXPERIMENT_NAME="repair_depth_all31x3_v_s_m_adj_r1"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="1"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r2.env b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r2.env
index 0207dea496c285fd816cefb3be16375593d2a2fa..508d48e9cef174559bfaa4c00f3c9044001605e9 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r2.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r2.env
@@ -13,7 +13,7 @@ EXPERIMENT_FAMILY="config_universe_repair_depth_ablation"
 EXPERIMENT_NAME="repair_depth_all31x3_v_s_m_adj_r2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r3.env b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r3.env
index c3394673e224601c2c10b8d30f30999638d669b3..e1af43adcff86c6db2f1b37a070bd7c0e5518e25 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r3.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_adj_r3.env
@@ -13,7 +13,7 @@ EXPERIMENT_FAMILY="config_universe_repair_depth_ablation"
 EXPERIMENT_NAME="repair_depth_all31x3_v_s_m_adj_r3"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="3"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r1.env b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r1.env
index c1b0ed8271cd35c190c58696e216f50222144fbd..f46628941c7d3aafc7a25a1f7c2e4201205fc43f 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r1.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r1.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_repair_depth_ablation"
 EXPERIMENT_NAME="repair_depth_all31x3_v_s_m_repair_r1"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="1"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r2.env b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r2.env
index 6527b541ee2d052240a8d00eda080bf01fbaf028..3f6e396fe0d5fd32f973f651c9108a4b5b3ccfc5 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r2.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r2.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_repair_depth_ablation"
 EXPERIMENT_NAME="repair_depth_all31x3_v_s_m_repair_r2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r3.env b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r3.env
index 9ab785a557f2d0fe2a6771b612ec18ba6c62e7f7..c7e0d8bc7cf4c184025b23791e6a28251b141545 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r3.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_m_repair_r3.env
@@ -12,7 +12,7 @@ EXPERIMENT_FAMILY="config_universe_repair_depth_ablation"
 EXPERIMENT_NAME="repair_depth_all31x3_v_s_m_repair_r3"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="3"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r1.env b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r1.env
index d03b05680d48ae58c592240ba24f4f42bac41f5a..bad3b6981fa9fa3d81d0a1c11aa7f8d816e6f56b 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r1.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r1.env
@@ -16,7 +16,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="1"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r2.env b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r2.env
index e7ec97eed27006b870b330a4cd88976f36a50646..504f159d833ae1b801c068665c1acf9d73886aa2 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r2.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r2.env
@@ -16,7 +16,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r3.env b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r3.env
index b5a100a3f63eee25504fa24a0fceea974bafb0d8..c067aa5ecb98031fa6154956a98ee0e1db179cf2 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r3.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_adj_r3.env
@@ -16,7 +16,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="3"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r1.env b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r1.env
index e71526614bbb54eb401ae17358b7132f717c512e..ed4b6221a38a478756ed13be57784116f90fd35a 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r1.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r1.env
@@ -15,7 +15,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="1"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r2.env b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r2.env
index 346edda8b4c1896d724700e992f541bdb13f763f..056c03339ef982aee0c8dc5e15eab02a2afe4864 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r2.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r2.env
@@ -15,7 +15,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="2"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r3.env b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r3.env
index efe03673e3362cdad33fb329fc7d62cac1e8e072..2326f8e7b9f1a9d5cec721b211b76879462436fa 100644
--- a/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r3.env
+++ b/code/configs/config_universe/generated/repair_depth_all31x3/v_s_t_repair_r3.env
@@ -15,7 +15,7 @@ MCP_MODE="optimized"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS="3"
 MISSING_EVIDENCE_REPAIR_MAX_ATTEMPTS_PER_TARGET="1"
 PLAN_EXECUTE_REPO_LOCAL="1"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SMARTGRID_RESUME_REQUIRE_LATENCY="1"
diff --git a/code/configs/config_universe/generated/watsonx70b_all31x5_full/at_i70b.env b/code/configs/config_universe/generated/watsonx70b_all31x5_full/at_i70b.env
index 3fbf7f91839139caec25c9713f5487433276c0f7..6f524a7999487f67a47295474445709bc19cf888 100644
--- a/code/configs/config_universe/generated/watsonx70b_all31x5_full/at_i70b.env
+++ b/code/configs/config_universe/generated/watsonx70b_all31x5_full/at_i70b.env
@@ -19,7 +19,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_all31x5_full/at_m70b.env b/code/configs/config_universe/generated/watsonx70b_all31x5_full/at_m70b.env
index b51085cebc4047b3e85591ba9ee6f0b8e5c18d6e..0cfd51539b0c6ecb2100ce34f9a7272b323adbf4 100644
--- a/code/configs/config_universe/generated/watsonx70b_all31x5_full/at_m70b.env
+++ b/code/configs/config_universe/generated/watsonx70b_all31x5_full/at_m70b.env
@@ -19,7 +19,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_all31x5_full/at_t70b.env b/code/configs/config_universe/generated/watsonx70b_all31x5_full/at_t70b.env
index 448f357652416d6c863e825bcb44bd3e8ba453c2..8cc376b9362c26ab30212647357c5edc66b10de3 100644
--- a/code/configs/config_universe/generated/watsonx70b_all31x5_full/at_t70b.env
+++ b/code/configs/config_universe/generated/watsonx70b_all31x5_full/at_t70b.env
@@ -19,7 +19,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_m70b.env b/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_m70b.env
index 803717bd48b8566eb9726445a5b03d4c0f45bd03..e57a0f2d3e011bec8d5392bea57703ee7b5c7b94 100644
--- a/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_m70b.env
+++ b/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_m70b.env
@@ -19,7 +19,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_s_m70b.env b/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_s_m70b.env
index d650579a4a90dd6a3bbe2df7090ad122188e2d37..e2c4fa0561cbcb9d79ed8c3c937199e14527df94 100644
--- a/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_s_m70b.env
+++ b/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_s_m70b.env
@@ -19,7 +19,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_s_t70b.env b/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_s_t70b.env
index cd72a9449217f5da5ec9396ef87d3a8281abd89a..d852458f46c4869050964129f1e7833c58eb86ca 100644
--- a/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_s_t70b.env
+++ b/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_s_t70b.env
@@ -20,7 +20,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_t70b.env b/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_t70b.env
index c664aca5620543585ceff9e31612cd216974f9a6..1bc1e5522a8994aa79db9d6fe100c849c06e1539 100644
--- a/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_t70b.env
+++ b/code/configs/config_universe/generated/watsonx70b_all31x5_full/pe_t70b.env
@@ -20,7 +20,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_m70b.env b/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_m70b.env
index 39fdaa450a4af5c839d40403b4964918fe2d4662..80df6d01174b85bf899de6c5ea515d719ac6b20c 100644
--- a/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_m70b.env
+++ b/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_m70b.env
@@ -19,7 +19,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_s_m70b.env b/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_s_m70b.env
index 3c491bb805baf97e0e26549e9a46ee8be5ef83af..c224a1e7531f8bbbde0111a9d71bb4b18240dc17 100644
--- a/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_s_m70b.env
+++ b/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_s_m70b.env
@@ -19,7 +19,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_s_t70b.env b/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_s_t70b.env
index a12de6a142b2a55909e4869bfe37dd3a1ee8188b..2b5fedc137263d19652e6cd8a62707cbbf6a79bd 100644
--- a/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_s_t70b.env
+++ b/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_s_t70b.env
@@ -20,7 +20,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_t70b.env b/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_t70b.env
index 5b743e27f24c47d03cdf481a7bb9b940b012a1d8..346d5a5500abbeabbb605366c57630fbc5fc70ef 100644
--- a/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_t70b.env
+++ b/code/configs/config_universe/generated/watsonx70b_all31x5_full/v_t70b.env
@@ -20,7 +20,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_adj.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_adj.env
index ee912df9554f02ed6610caeae05d5c52b3bcef1d..d0cb8d27b0eefd38f2207bf55f4f3261a4ff6263 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_adj.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_adj.env
@@ -24,7 +24,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_baseline.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_baseline.env
index 5d92d70bc79e2d79ebda6c1fcd22d9607de2bd91..11f1daae7ab3e61aae2780f809697db669bb3f9a 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_baseline.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_baseline.env
@@ -19,7 +19,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_guard.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_guard.env
index 1ba3c470a4533a999be6d1dcfcf52b52bed25719..124d85dd38e0cf73bc1ca1520d770581891e320c 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_guard.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_guard.env
@@ -20,7 +20,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_repair.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_repair.env
index 4019cbcdb780dd3d66021e1e0417b301a2726674..0a517b02299eb54c31c2cad6d0a799429a1a4397 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_repair.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_m70b_repair.env
@@ -23,7 +23,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_adj.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_adj.env
index 4fed7a8811d25eacf1ef1a94da6b227cbce5cb31..a6f9d5c1b5e257f1dd56d7c7b106d0c969b64692 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_adj.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_adj.env
@@ -24,7 +24,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_baseline.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_baseline.env
index 563d6811d6a949900deea7f228ff93355edc0912..71652bd981fdad4d73b129cd224e3d283a66519d 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_baseline.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_baseline.env
@@ -19,7 +19,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_guard.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_guard.env
index b532f6d3daa5d7519451e74e65e71cbbf75cef1e..9efdb81e2f72623b7aacb62beaa4e2eef38bcc77 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_guard.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_guard.env
@@ -20,7 +20,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_repair.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_repair.env
index 8d6bbda30cfe262cf85265bc53d8f2178ec238fe..2dea0b611428fc30c776612e665664dae6ab93c1 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_repair.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_m70b_repair.env
@@ -23,7 +23,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_adj.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_adj.env
index 730f61648c6fc6b74bd40dd8c6bca9f535b1e43c..f00f555ca9750bc1a87fdebd814c36630adcaea7 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_adj.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_adj.env
@@ -25,7 +25,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_baseline.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_baseline.env
index 7b3f352de4f729260569a63220c801d195a96479..285127b0cae4f515c0ae61334e086ec7da7e6bc4 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_baseline.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_baseline.env
@@ -20,7 +20,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_guard.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_guard.env
index baa54ca60fe8f155eed8208ab9720b7935fbd2db..3db2950a198b4ccbe20453d35f432473b072443f 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_guard.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_guard.env
@@ -21,7 +21,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_repair.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_repair.env
index ce01ff4a277dba7609ac5934b395f19eec943e25..deec13ad0b09d5c34f894b45d0d626a7486330ec 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_repair.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_s_t70b_repair.env
@@ -24,7 +24,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_adj.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_adj.env
index 34a4e3b9cbf92ad4148fe68df539b86f8e1088bd..c227683547eceaefdb9f7ed2cd12cec7355b890a 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_adj.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_adj.env
@@ -25,7 +25,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_baseline.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_baseline.env
index 78b6f95449cced1922eebe9ea81a6ec48bd1a496..77709f803364dd8cfc27361bfdff02d49c207b26 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_baseline.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_baseline.env
@@ -20,7 +20,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_guard.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_guard.env
index 6adf8ed0c03dd5eb4ebab7e29f78e2e1b1ecbe71..f75048f673e49c2fbff494c423e5be8fb21bb809 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_guard.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_guard.env
@@ -21,7 +21,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_repair.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_repair.env
index 98230f2de5acebf62dd81daa8764b258a797b750..b6a297b171bcbcd45b468464f41e293d528efa04 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_repair.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/pe_t70b_repair.env
@@ -24,7 +24,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_adj.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_adj.env
index 9c5a378d7982388adf803ad0f9baa4d2abee9d40..204541562dfe90b696370df172511bc2321abea4 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_adj.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_adj.env
@@ -24,7 +24,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_baseline.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_baseline.env
index d9633e7796a39109f2a39a6a6d201bd8bd41609f..f8b8b0bf340e4a816988a7fb379accefa392f0eb 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_baseline.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_baseline.env
@@ -19,7 +19,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_guard.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_guard.env
index 1e1138be4de0e2a09d7e2add6cedf18d9a174bee..0cd8d79d4883d2976dc6f32b8c11febcdb127b5f 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_guard.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_guard.env
@@ -20,7 +20,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_repair.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_repair.env
index f6605646fb784ab8e49dc42cca9d50764991882a..f1b36f1cd575475486324456795f544678078dd3 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_repair.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_m70b_repair.env
@@ -23,7 +23,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_adj.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_adj.env
index fc897f276fae201985d59d11552665e4cad153de..106cd05ec565f2012b8636dab9f1b151f301d196 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_adj.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_adj.env
@@ -24,7 +24,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_baseline.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_baseline.env
index e41d9c6fda52770e3eb5539819b9ad9a07fd0bb7..ad38302e5d60218654e12a28bde858a0a4841c09 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_baseline.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_baseline.env
@@ -19,7 +19,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_guard.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_guard.env
index 29e37d81e7e11ba53040b24d924711ff3ed6e29c..d593ac2865f79adfc310ac044365d6424dffc398 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_guard.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_guard.env
@@ -20,7 +20,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_repair.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_repair.env
index d305986aed7891d2ab65b08e82e9842cc4b4e0d0..d990a3fc0637e0b621abe59838c1bb32e1a7b62f 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_repair.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_m70b_repair.env
@@ -23,7 +23,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_adj.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_adj.env
index 92551738dd35156ce8cbab8cdbb78326eaf533cf..cb5facd2030e27f4c70b24d308e6ff079ae9c12a 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_adj.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_adj.env
@@ -25,7 +25,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_baseline.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_baseline.env
index b1f22c1615f3090344b9dc0e6fee2cea2142479e..32afc2344ed78e8c48fe768f4746b12dfdf6160e 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_baseline.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_baseline.env
@@ -20,7 +20,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_guard.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_guard.env
index a9d3e63e46f01223ad9a1e14a97d97147514c596..5b7dd684c1692f6f98efb71a4f467f0ed2fb9fe7 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_guard.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_guard.env
@@ -21,7 +21,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_repair.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_repair.env
index 9aa2908f56dc2d6d9aa859e894f50f82ef230da6..aada78f5b6bb56993d1ae93a361980bdfc13c39e 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_repair.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_s_t70b_repair.env
@@ -24,7 +24,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_adj.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_adj.env
index 54f7afedcc2229a512253b02f8c1cbfb63341ef3..59a06c1a2b6eea1803e46702b18623e007164bee 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_adj.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_adj.env
@@ -25,7 +25,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_baseline.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_baseline.env
index 3c3914568a215ab38346fa879dcd5ae084f3504c..e3fbbe0fc3ae51e71a40571afe8e216481620893 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_baseline.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_baseline.env
@@ -20,7 +20,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_guard.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_guard.env
index 7ced785059e72d9d86a7294190d201e6d65bb175..a7c2ac3a64c3ea6d99ebcc2c30757d3ca26b0bf1 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_guard.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_guard.env
@@ -21,7 +21,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_repair.env b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_repair.env
index c705e9aa6ccf6bdad177ab00609bc97ee52e8f9a..ddcaa83f30711b10b1e2ce663e94651a8706b1b4 100644
--- a/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_repair.env
+++ b/code/configs/config_universe/generated/watsonx70b_mitigation_all31x5_full/v_t70b_repair.env
@@ -24,7 +24,7 @@ MODEL_ID="watsonx/meta-llama/llama-3-3-70b-instruct"
 MODEL_PROVIDER="watsonx"
 PLAN_EXECUTE_REPO_LOCAL="1"
 QUANTIZATION_MODE="provider_managed_fp8"
-SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json"
+SCENARIOS_GLOB="data/scenarios/aob_fmsr_01_list_failure_modes.json data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json data/scenarios/fmsr_02_hydrogen_spike_root_cause.json data/scenarios/fmsr_03_symptom_to_sensor_correlation.json data/scenarios/fmsr_04_dga_full_diagnostic_chain.json data/scenarios/fmsr_05_dga_record_lookup_explain.json data/scenarios/fmsr_06_severity_filtered_failure_review.json data/scenarios/fmsr_07_normal_dga_confirmation.json data/scenarios/iot_01_list_transformer_sensors.json data/scenarios/iot_02_voltage_imbalance_check.json data/scenarios/iot_03_fleet_health_overview.json data/scenarios/iot_04_load_current_overload_check.json data/scenarios/iot_05_sensor_coverage_audit.json data/scenarios/iot_06_fleet_status_snapshot.json data/scenarios/iot_07_oil_temp_safe_range_check.json data/scenarios/iot_08_winding_temp_safe_limit_check.json data/scenarios/iot_09_pinned_oil_temp_check.json data/scenarios/multi_01_end_to_end_fault_response.json data/scenarios/multi_02_dga_to_workorder_pipeline.json data/scenarios/multi_03_iot_tsfm_thermal_risk.json data/scenarios/multi_04_protection_trip_dga_response.json data/scenarios/multi_05_dga_to_inspection_workorder.json data/scenarios/multi_06_anomaly_to_rul_to_workorder.json data/scenarios/multi_07_iot_tsfm_anomaly_burst.json data/scenarios/tsfm_01_rul_forecast_maintenance_window.json data/scenarios/tsfm_02_hotspot_temp_anomaly.json data/scenarios/tsfm_03_winding_temp_trend.json data/scenarios/tsfm_04_rul_anomaly_full_assessment.json data/scenarios/tsfm_06_rul_current_vs_forecast.json data/scenarios/wo_01_create_inspection_order.json data/scenarios/wo_02_corrective_order_after_fault.json data/scenarios/wo_03_fault_history_review.json data/scenarios/wo_04_fault_record_downtime_update.json data/scenarios/wo_05_inspection_closeout.json data/scenarios/wo_06_planned_outage_downtime_estimate.json data/scenarios/wo_07_thermal_threshold_corrective_order.json"
 SCENARIO_DOMAIN_SCOPE="all31_canonical"
 SCENARIO_SET_NAME="smartgrid_all31_v1"
 SERVING_STACK="watsonx_api"
diff --git a/code/data/README.md b/code/data/README.md
index ebda23b0bfb6d8ac1d27414066e4ed657542549f..b609a5ee301d4fa7e75ece88174615bbb126765d 100644
--- a/code/data/README.md
+++ b/code/data/README.md
@@ -1,3 +1,10 @@
+---
+status: canonical-index
+scope: team-repo
+owner: Team 13
+canonical: true
+---
+
 # data/
 
 *Last updated: 2026-04-21*
diff --git a/code/data/build_processed.py b/code/data/build_processed.py
index be24c938b3d1fef6f9faad31bef24c8fb4985455..ac63d01657771d6b2a6c74bdd6eedaadd9b333f7 100644
--- a/code/data/build_processed.py
+++ b/code/data/build_processed.py
@@ -4,10 +4,13 @@ Data pipeline: raw Kaggle downloads → processed CSVs for MCP servers.
 Run from repo root:
     python3 data/build_processed.py
 
-Inputs  (data/raw/):
+Inputs  (data/raw/, gitignored):
     power-transformers-fdd-and-rul/     — 3000 per-transformer time-series + labels
     dissolved-gas-analysis-of-transformer/DGA-dataset-1.csv  — 201 raw DGA samples
+        kaggle: bantipatel20/dissolved-gas-analysis-of-transformer
     sample-power-transformers-health-condition-dataset/Health index2.csv  — 470 health records
+        kaggle: shashwatwork/failure-analysis-in-power-transformers-dataset
+        (re-upload of mendeley DOI 10.17632/rz75w3fkxy.1 — Arias-Mejia Lara 2020)
     ai-transformer-monitoring/          — real-time readings from one transformer
     power-system-faults-dataset/fault_data.csv  — 506 fault/maintenance events
 
diff --git a/code/data/scenarios/README.md b/code/data/scenarios/README.md
index 99a056ddaeb798d64c523696475ac3c765e6829a..c713d7f89773102fe0f86dc10a7035b11b9a1c50 100644
--- a/code/data/scenarios/README.md
+++ b/code/data/scenarios/README.md
@@ -1,6 +1,6 @@
 # data/scenarios/
 
-*Last updated: 2026-04-21*
+*Last updated: 2026-05-07*
 
 Smart Grid transformer maintenance scenarios, following the AssetOpsBench scenario format. Each scenario is a multi-turn agentic task where an LLM agent must use the IoT / FMSR / TSFM / WO MCP tools to diagnose, forecast, or remediate a transformer fault.
 
@@ -50,6 +50,6 @@ This catches schema violations and negative-fixture regressions before you get t
 the heavier harness path. For the full harness workflow, see
 [../../docs/eval_harness_readme.md](../../docs/eval_harness_readme.md).
 
-## Status (Apr 7, 2026)
+## Status (May 7, 2026)
 
-Scaffolding only. First batch of 5-10 scenarios owed by reviewer from Sun Apr 5 (delivery "tonight" per Apr 6 20:31 message); target 15+ by Apr 13.
+Canonical package contains 36 validated scenarios: 31 hand-authored scenarios plus 5 generated scenarios promoted after validation and manual review.
diff --git a/code/data/scenarios/fmsr_07_normal_dga_confirmation.json b/code/data/scenarios/fmsr_07_normal_dga_confirmation.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ba18c535102ac5d3e67b3c2887e73742eec8e00
--- /dev/null
+++ b/code/data/scenarios/fmsr_07_normal_dga_confirmation.json
@@ -0,0 +1,74 @@
+{
+  "id": "SGT-031",
+  "type": "FMSR",
+  "text": "Transformer T-005 shows stable gas levels during routine monitoring. Confirm whether any fault is indicated and recommend the next monitoring step.",
+  "category": "Fault Diagnosis",
+  "characteristic_form": "A normal/no-fault confirmation with a routine-monitoring recommendation.",
+  "asset_id": "T-005",
+  "expected_tools": [
+    "fmsr.get_dga_record",
+    "fmsr.analyze_dga"
+  ],
+  "domain_tags": [
+    "FMSR"
+  ],
+  "difficulty": "medium",
+  "ground_truth": {
+    "ideal_tool_sequence": [
+      "fmsr.get_dga_record",
+      "fmsr.analyze_dga"
+    ],
+    "decisive_intermediate_values": {
+      "iec_code": "N",
+      "final_sample_gases_ppm": {
+        "H2": 12.31,
+        "CH4": 8.03,
+        "C2H2": 0.17,
+        "C2H4": 2.07,
+        "C2H6": 0.71
+      },
+      "condition": "normal/background gas profile"
+    },
+    "final_value": {
+      "primary_fault": "Normal/no active fault",
+      "recommended_action": "Continue routine monitoring; no immediate inspection beyond the scheduled interval"
+    },
+    "acceptance_criteria": [
+      "agent identifies no active fault or an N/normal DGA profile",
+      "agent recommends continued routine monitoring or equivalent non-urgent follow-up",
+      "agent uses the background gas profile to justify the non-fault diagnosis"
+    ],
+    "must_include": [
+      "normal/no active fault",
+      "recommended monitoring action",
+      "background gas rationale"
+    ]
+  },
+  "provenance": {
+    "source_type": "generated",
+    "generator_prompt_version": "v0.1",
+    "knowledge_plugin_version": "0eacec24441e",
+    "generation_model": "watsonx/meta-llama/llama-3-3-70b-instruct",
+    "generation_date": "2026-05-03T03:25:40.482330+00:00",
+    "batch_id": "first_review_20260502",
+    "manual_cleanup": true,
+    "cleanup_notes": "Corrected generated ground truth from contradictory T3 diagnosis to N/normal based on the committed stable_normal prompt template and final-sample R1=0.056.",
+    "promotion": {
+      "promoted_from": "data/scenarios/generated/first_review_20260502/SGT-GEN-001.json",
+      "disposition_csv": "data/scenarios/generated/disposition_2026-05-06.csv",
+      "applied_edits": [
+        "Replaced fabricated decisive_intermediate_values.final_sample_gases_ppm with the actual T-005 DGA values from data/processed/dga_records.csv (h2=12.31, ch4=8.03, c2h2=0.17, c2h4=2.07, c2h6=0.71).",
+        "Dropped the fabricated R1/R2/R3 ratios — agent should derive these from analyze_dga rather than be scored against pre-computed values that may drift if the synthesis is re-run.",
+        "Updated nearest_handcrafted_comparator from fmsr_01_dga_fault_mode_diagnosis (SGT-003) to fmsr_05_dga_record_lookup_explain (SGT-023) per reviewer-selected comparator in disposition CSV."
+      ]
+    }
+  },
+  "family": "FMSR_DGA_DIAGNOSIS",
+  "nearest_handcrafted_comparator": {
+    "scenario_id": "SGT-023",
+    "scenario_file": "data/scenarios/fmsr_05_dga_record_lookup_explain.json",
+    "similarity_basis": "shares type='FMSR' and overlaps on fmsr.get_dga_record; both interpret a stored DGA record. This generated scenario is novel in asking for an explicit non-fault confirmation rather than mapping gases to a failure mode.",
+    "novelty_note": "promoted as accept_with_edits: distinct angle (Normal-confirmation) from fmsr_05's dominant-gas-to-failure-mode pattern.",
+    "nearest_match_weak": false
+  }
+}
diff --git a/code/data/scenarios/iot_07_oil_temp_safe_range_check.json b/code/data/scenarios/iot_07_oil_temp_safe_range_check.json
new file mode 100644
index 0000000000000000000000000000000000000000..14f8c6e1555e339fe0798020928e15817aa5af74
--- /dev/null
+++ b/code/data/scenarios/iot_07_oil_temp_safe_range_check.json
@@ -0,0 +1,60 @@
+{
+  "id": "SGT-032",
+  "type": "IoT",
+  "text": "Transformer T-005 is operating at 98% capacity with no spare available. Retrieve the recent oil-temperature readings, report the recent baseline (mean) and peak value with timestamp, and state whether the peak is elevated relative to the baseline.",
+  "category": "Sensor Analysis",
+  "characteristic_form": "The answer should retrieve oil_temp_c readings for T-005 from iot.get_sensor_readings, compute or reference a recent baseline (mean), report the peak value and its timestamp, and assess whether the peak is elevated relative to baseline — all from actual tool output rather than a pre-stated absolute threshold.",
+  "asset_id": "T-005",
+  "expected_tools": [
+    "iot.list_sensors",
+    "iot.get_sensor_readings"
+  ],
+  "domain_tags": [
+    "IoT"
+  ],
+  "difficulty": "easy",
+  "ground_truth": {
+    "ideal_tool_sequence": [
+      "iot.list_sensors",
+      "iot.get_sensor_readings"
+    ],
+    "decisive_intermediate_values": {
+      "sensor_id": "oil_temp_c"
+    },
+    "must_include": [
+      "oil_temp_c readings",
+      "baseline or mean reference",
+      "peak value and timestamp",
+      "elevated vs normal assessment"
+    ]
+  },
+  "provenance": {
+    "source_type": "generated",
+    "generator_prompt_version": "v0.1",
+    "knowledge_plugin_version": "0eacec24441e",
+    "generation_model": "watsonx/meta-llama/llama-3-3-70b-instruct",
+    "generation_date": "2026-05-03T03:26:11.457400+00:00",
+    "batch_id": "first_review_20260502",
+    "manual_cleanup": false,
+    "promotion": {
+      "promoted_from": "data/scenarios/generated/first_review_20260502/SGT-GEN-004.json",
+      "disposition_csv": "data/scenarios/generated/disposition_2026-05-06.csv",
+      "applied_edits": [
+        "Added iot.list_sensors as the discovery step before iot.get_sensor_readings — both in expected_tools and in ground_truth.ideal_tool_sequence.",
+        "Dropped fabricated decisive_intermediate_values.oil_temp_c='70' (T-005 oil_temp_c never reaches 70 in data/processed/sensor_readings.csv: min=22.6, max=65.5, mean=45.0).",
+        "Dropped fabricated final_value.sensor_value_with_unit='70 deg C' and final_value.status_summary='normal operation'.",
+        "PR #195 v2 (review High 2): reframed the task from an absolute 'safe range' check to a data-grounded baseline/peak assessment. The original 'is the latest reading within a safe range?' question had no documented oil-temperature threshold available through the intended tool path (`iot.list_sensors` + `iot.get_sensor_readings` return only timestamp/value/unit; no oil-temp limit is documented in `docs/knowledge/scenario_generation_support.json` or `data/knowledge/transformer_standards.json`). The reframed task asks for the recent baseline + peak + timestamp + elevated-vs-normal assessment — all computable from the tool output. Mirrors `iot_04_load_current_overload_check.json` (the reviewer-selected comparator).",
+        "Dropped final_value and acceptance_criteria fields whose content is now subsumed by the data-grounded must_include list.",
+        "Updated nearest_handcrafted_comparator from iot_01_list_transformer_sensors (SGT-001) to iot_04_load_current_overload_check (SGT-012) per reviewer-selected comparator."
+      ]
+    }
+  },
+  "family": "IOT_SENSOR_ANALYSIS",
+  "nearest_handcrafted_comparator": {
+    "scenario_id": "SGT-012",
+    "scenario_file": "data/scenarios/iot_04_load_current_overload_check.json",
+    "similarity_basis": "both ask for a baseline + peak assessment over recent sensor readings on a single transformer sensor.",
+    "novelty_note": "different sensor (oil_temp_c vs load_current_a) and different operational framing (capacity-stress oil-temp baseline check vs week-long load-current overload assessment).",
+    "nearest_match_weak": false
+  }
+}
diff --git a/code/data/scenarios/iot_08_winding_temp_safe_limit_check.json b/code/data/scenarios/iot_08_winding_temp_safe_limit_check.json
new file mode 100644
index 0000000000000000000000000000000000000000..cf12384c3334e4dc82f155901d4e39d02895d7f2
--- /dev/null
+++ b/code/data/scenarios/iot_08_winding_temp_safe_limit_check.json
@@ -0,0 +1,62 @@
+{
+  "id": "SGT-033",
+  "type": "IoT",
+  "text": "Transformer T-005 is operating near peak load. Retrieve the recent winding-temperature readings, identify the peak value with timestamp, and determine whether it exceeds the documented 95°C operating limit (per docs/knowledge/scenario_generation_support.json).",
+  "category": "Sensor Analysis",
+  "characteristic_form": "The answer should retrieve winding_temp_top_c readings for T-005 from iot.get_sensor_readings, report the peak value with its timestamp, compare against the 95°C operating limit named in the prompt, and state whether the limit was breached.",
+  "asset_id": "T-005",
+  "expected_tools": [
+    "iot.list_sensors",
+    "iot.get_sensor_readings"
+  ],
+  "domain_tags": [
+    "IoT"
+  ],
+  "difficulty": "easy",
+  "ground_truth": {
+    "ideal_tool_sequence": [
+      "iot.list_sensors",
+      "iot.get_sensor_readings"
+    ],
+    "decisive_intermediate_values": {
+      "sensor_id": "winding_temp_top_c",
+      "operating_limit_c": 95,
+      "operating_limit_source": "docs/knowledge/scenario_generation_support.json -> alarm_correlation_examples (winding_temp_sensor)"
+    },
+    "must_include": [
+      "winding_temp_top_c peak value and timestamp",
+      "comparison against 95°C operating limit",
+      "limit-breach status"
+    ]
+  },
+  "provenance": {
+    "source_type": "generated",
+    "generator_prompt_version": "v0.1",
+    "knowledge_plugin_version": "0eacec24441e",
+    "generation_model": "watsonx/meta-llama/llama-3-3-70b-instruct",
+    "generation_date": "2026-05-04T03:54:47.760089+00:00",
+    "batch_id": "first_review_20260503",
+    "manual_cleanup": false,
+    "promotion": {
+      "promoted_from": "data/scenarios/generated/first_review_20260503/SGT-GEN-004.json",
+      "disposition_csv": "data/scenarios/generated/disposition_2026-05-06.csv",
+      "applied_edits": [
+        "Added iot.list_sensors as the discovery step before iot.get_sensor_readings — both in expected_tools and in ground_truth.ideal_tool_sequence.",
+        "Dropped fabricated decisive_intermediate_values.winding_temp_top_c='80' (this was the fixture max, not a typical reading; T-005 winding_temp_top_c: min=21.2, max=80.0, mean=50.4 in data/processed/sensor_readings.csv).",
+        "Pinned sensor_id='winding_temp_top_c'.",
+        "PR #195 v2 (review High 2): the original 'within safe limits' phrasing did not name the limit. Updated the prompt + ground truth to cite the documented 95°C operating limit from `docs/knowledge/scenario_generation_support.json` (alarm_correlation_examples > winding_temp_sensor > iot_signal.threshold_note: 'exceeds 95°C operating limit'). The agent now has an explicit number to compare the reading against, and the rubric can verify the comparison without inventing a threshold.",
+        "Recorded operating_limit_c=95 and operating_limit_source in decisive_intermediate_values so the rubric can audit the threshold-source pairing.",
+        "Dropped final_value and acceptance_criteria fields whose content is now subsumed by the data-grounded must_include list.",
+        "Updated nearest_handcrafted_comparator from iot_01_list_transformer_sensors (SGT-001) to iot_04_load_current_overload_check (SGT-012) per reviewer-selected comparator."
+      ]
+    }
+  },
+  "family": "IOT_SENSOR_ANALYSIS",
+  "nearest_handcrafted_comparator": {
+    "scenario_id": "SGT-012",
+    "scenario_file": "data/scenarios/iot_04_load_current_overload_check.json",
+    "similarity_basis": "both ask for a peak-value assessment over recent sensor readings on a single transformer sensor with a stated reference (baseline for iot_04, 95°C operating limit here).",
+    "novelty_note": "different sensor (winding_temp_top_c vs load_current_a) on the same asset, with an explicit standards-derived threshold rather than a baseline-relative judgment.",
+    "nearest_match_weak": false
+  }
+}
diff --git a/code/data/scenarios/iot_09_pinned_oil_temp_check.json b/code/data/scenarios/iot_09_pinned_oil_temp_check.json
new file mode 100644
index 0000000000000000000000000000000000000000..13e8995ef6331781eacd7a23357f9a78d9a3836b
--- /dev/null
+++ b/code/data/scenarios/iot_09_pinned_oil_temp_check.json
@@ -0,0 +1,59 @@
+{
+  "id": "SGT-035",
+  "type": "IoT",
+  "text": "Transformer T-004 is operating near peak capacity. Retrieve the recent oil-temperature readings and assess the current operating range — report the minimum, mean, and maximum oil_temp_c observed in the recent window with timestamps for the extremes, and characterize the operating profile.",
+  "category": "Sensor Analysis",
+  "characteristic_form": "The answer should retrieve oil_temp_c readings for T-004 from iot.get_sensor_readings and report the min/mean/max with timestamps for the extremes, characterizing the recent operating range — all from actual tool output rather than a pre-stated absolute threshold.",
+  "asset_id": "T-004",
+  "expected_tools": [
+    "iot.list_sensors",
+    "iot.get_sensor_readings"
+  ],
+  "domain_tags": [
+    "IoT"
+  ],
+  "difficulty": "easy",
+  "ground_truth": {
+    "ideal_tool_sequence": [
+      "iot.list_sensors",
+      "iot.get_sensor_readings"
+    ],
+    "decisive_intermediate_values": {
+      "sensor_id": "oil_temp_c"
+    },
+    "must_include": [
+      "oil_temp_c min, mean, and max values with units",
+      "timestamps for the min and max readings",
+      "operating-range characterization"
+    ]
+  },
+  "provenance": {
+    "source_type": "generated",
+    "generator_prompt_version": "v0.2",
+    "knowledge_plugin_version": "0eacec24441e",
+    "generation_model": "watsonx/meta-llama/llama-3-3-70b-instruct",
+    "generation_date": "2026-05-05T04:45:06.796101+00:00",
+    "batch_id": "v02_first_review_20260505",
+    "manual_cleanup": false,
+    "promotion": {
+      "promoted_from": "data/scenarios/generated/v02_first_review_20260505/SGT-GEN-004.json",
+      "disposition_csv": "data/scenarios/generated/disposition_2026-05-06.csv",
+      "applied_edits": [
+        "Added iot.list_sensors as the discovery step before iot.get_sensor_readings — both in expected_tools and in ground_truth.ideal_tool_sequence (the v0.2 prompt fix pinned sensor_id but did not add the discovery step).",
+        "Dropped fabricated final_value.sensor_value_with_unit='70 deg C' and final_value.status_summary='normal operation' (T-004 oil_temp_c never reaches 70 in data/processed/sensor_readings.csv: min=13.9, max=69.8, mean=45.1).",
+        "Kept v0.2's decisive_intermediate_values.sensor_id='oil_temp_c' pin.",
+        "PR #195 v2 (review High 2): reframed from an absolute 'within normal range' check to an operating-range characterization. There is no documented oil-temperature limit available through the intended tool path (`iot.list_sensors` + `iot.get_sensor_readings` return only timestamp/value/unit). The reframed task asks for min/mean/max with timestamps — all computable from tool output. Differentiated from `iot_07_oil_temp_safe_range_check.json` (which focuses on baseline + peak elevation) by asking for the full operating range on a different asset (T-004 vs T-005).",
+        "Dropped final_value and acceptance_criteria fields whose content is now subsumed by the data-grounded must_include list.",
+        "Updated nearest_handcrafted_comparator from iot_01_list_transformer_sensors (SGT-001) to iot_04_load_current_overload_check (SGT-012) per reviewer-selected comparator."
+      ]
+    }
+  },
+  "family": "IOT_SENSOR_ANALYSIS",
+  "nearest_handcrafted_comparator": {
+    "scenario_id": "SGT-012",
+    "scenario_file": "data/scenarios/iot_04_load_current_overload_check.json",
+    "similarity_basis": "both ask for an operating-profile assessment over recent sensor readings on a single transformer sensor.",
+    "novelty_note": "different asset (T-004 vs T-005), different sensor (oil_temp_c vs load_current_a), and a min/mean/max range characterization rather than a peak-vs-baseline elevation check.",
+    "nearest_match_weak": false
+  }
+}
diff --git a/code/data/scenarios/wo_07_thermal_threshold_corrective_order.json b/code/data/scenarios/wo_07_thermal_threshold_corrective_order.json
new file mode 100644
index 0000000000000000000000000000000000000000..7136414bbc7bc85fe0dd73bbad62742adad98d33
--- /dev/null
+++ b/code/data/scenarios/wo_07_thermal_threshold_corrective_order.json
@@ -0,0 +1,70 @@
+{
+  "id": "SGT-034",
+  "type": "WO",
+  "text": "T-003 substation main transformer temperature has exceeded threshold (severity: high) with spare procurement pending. Decide on maintenance and create a corrective work order, using historical fault context for the downtime estimate.",
+  "category": "Work Order Creation",
+  "characteristic_form": "A decision on work order creation with a derived priority and minimum playbook fields, using fault history to estimate downtime under a high-severity precondition.",
+  "asset_id": "T-003",
+  "expected_tools": [
+    "wo.list_fault_records",
+    "wo.estimate_downtime",
+    "wo.create_work_order"
+  ],
+  "domain_tags": [
+    "WO"
+  ],
+  "difficulty": "medium",
+  "ground_truth": {
+    "ideal_tool_sequence": [
+      "wo.list_fault_records",
+      "wo.estimate_downtime",
+      "wo.create_work_order"
+    ],
+    "decisive_intermediate_values": {
+      "fault_type": "thermal",
+      "spare_status": "on_order",
+      "severity": "high"
+    },
+    "final_value": {
+      "work_order_type": "corrective",
+      "priority": "high",
+      "minimum_fields_from_playbook": true
+    },
+    "acceptance_criteria": [
+      "agent looks up T-003's historical fault records before estimating downtime",
+      "agent passes the prompt-stated severity ('high') into wo.estimate_downtime rather than guessing",
+      "agent creates a corrective work order at high priority with the minimum playbook fields"
+    ],
+    "must_include": [
+      "work_order_type",
+      "priority",
+      "minimum_fields_from_playbook"
+    ]
+  },
+  "provenance": {
+    "source_type": "generated",
+    "generator_prompt_version": "v0.2",
+    "knowledge_plugin_version": "0eacec24441e",
+    "generation_model": "watsonx/meta-llama/llama-3-3-70b-instruct",
+    "generation_date": "2026-05-05T04:44:58.104378+00:00",
+    "batch_id": "v02_first_review_20260505",
+    "manual_cleanup": false,
+    "promotion": {
+      "promoted_from": "data/scenarios/generated/v02_first_review_20260505/SGT-GEN-003.json",
+      "disposition_csv": "data/scenarios/generated/disposition_2026-05-06.csv",
+      "applied_edits": [
+        "Pinned severity='high' explicitly in the prompt text and in decisive_intermediate_values. The v0.2 prompt fix added wo.list_fault_records before wo.estimate_downtime, but list_fault_records does not surface a severity field (data/processed/fault_records.csv schema has no severity/priority column — verified against mcp_servers/wo_server/server.py:94-128). Without an explicit severity in the prompt, estimate_downtime would have no source for its required severity argument.",
+        "Reordered ideal_tool_sequence so wo.list_fault_records is first (the v0.2 fix); kept it explicit in expected_tools.",
+        "Updated nearest_handcrafted_comparator from wo_04_fault_record_downtime_update (SGT-018) to wo_02_corrective_order_after_fault (SGT-008) per reviewer-selected comparator."
+      ]
+    }
+  },
+  "family": "WO_CREATION",
+  "nearest_handcrafted_comparator": {
+    "scenario_id": "SGT-008",
+    "scenario_file": "data/scenarios/wo_02_corrective_order_after_fault.json",
+    "similarity_basis": "both create a corrective work order downstream of a thermal incident on T-003.",
+    "novelty_note": "novel operational context: spare procurement pending (which constrains the downtime estimate) and a temperature-threshold trigger; v0.2 prompt fix introduced the list_fault_records precondition.",
+    "nearest_match_weak": false
+  }
+}
diff --git a/code/docs/knowledge/README.md b/code/docs/knowledge/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..880fb9b5df60d807a13ecec3c3f9a6cd172b394d
--- /dev/null
+++ b/code/docs/knowledge/README.md
@@ -0,0 +1,18 @@
+---
+status: canonical-index
+scope: team-repo generated-scenario knowledge
+owner: Team 13
+canonical: true
+---
+
+# Generated Scenario Knowledge
+
+Support data and authoring contracts for generated Smart Grid scenarios.
+
+## Canonical Files
+
+- [`generated_scenario_authoring_and_ground_truth.md`](generated_scenario_authoring_and_ground_truth.md) — no-hint authoring contract, ground-truth rules, and promotion expectations.
+- [`scenario_generation_support.json`](scenario_generation_support.json) — structured scenario-family support data consumed by `scripts/generate_scenarios.py`.
+- [`generated_scenario_template.json`](generated_scenario_template.json) — annotated JSON template for generated candidate scenarios.
+
+Generated scenario candidates are not canonical benchmark scenarios until promoted into `data/scenarios/` and validated by `data/scenarios/validate_scenarios.py`.
diff --git a/code/docs/knowledge/generated_scenario_authoring_and_ground_truth.md b/code/docs/knowledge/generated_scenario_authoring_and_ground_truth.md
index cb5155f81535ff5dea919ea8dda34af84693721d..9d51e6e591c1441183bea47a88d25b2e80d6ffae 100644
--- a/code/docs/knowledge/generated_scenario_authoring_and_ground_truth.md
+++ b/code/docs/knowledge/generated_scenario_authoring_and_ground_truth.md
@@ -1,21 +1,28 @@
+---
+status: canonical
+scope: team-repo
+owner: Team 13
+canonical: true
+---
+
 # Generated-Scenario Authoring and Ground-Truth Contract
 
 *Created: 2026-04-26*  
 *Last updated: 2026-05-05*  
-*Owner: anonymous contributor*  
-*Issue: [#90](#90)*
+*Owner: Anonymous reviewer*  
+*Issue: [#90](https://github.com/anonymous/smartgridbench-review-artifact/issues/90)*
 
 This document is the authoring contract for Problem Statement B generated
-scenarios. It turns mentor's no-hint guidance, the scenario realism report
+scenarios. It turns Dhaval's no-hint guidance, the scenario realism report
 (`docs/archive/scenario_realism_validation.md`), and the PS B evaluation methodology
 (`docs/ps_b_evaluation_methodology.md`) into concrete rules that the generator
-and the validator (reviewer, issue #53) can apply directly.
+and the validator (Anonymous reviewer, issue #53) can apply directly.
 
 ---
 
 ## 1. Core principle — no analytic hints in user-facing prompts
 
-mentor's guidance (Apr 13 session): the user-facing task text must describe an
+Dhaval's guidance (Apr 13 session): the user-facing task text must describe an
 **operational problem**, not an analytic procedure. The agent should have to
 decide which tools to call and how to interpret results. A prompt that tells the
 agent what to call or what the answer is defeats the purpose of the benchmark.
@@ -302,7 +309,7 @@ with a note explaining why no close comparator exists.
 
 ---
 
-## 8. Validation checklist (for reviewer, issue #53)
+## 8. Validation checklist (for Anonymous reviewer, issue #53)
 
 For each generated scenario, check in order:
 
diff --git a/code/docs/knowledge/scenario_generation_support.json b/code/docs/knowledge/scenario_generation_support.json
index 467d0d24649f4e5a12fc706ad61301148a6a5b57..12cdf44943c91c64fab54eddda4c366dc4487f84 100644
--- a/code/docs/knowledge/scenario_generation_support.json
+++ b/code/docs/knowledge/scenario_generation_support.json
@@ -2,7 +2,7 @@
   "meta": {
     "schema_version": "v1",
     "created": "2026-04-21",
-    "owner": "anonymous contributor",
+    "owner": "Anonymous reviewer",
     "issue": "#83",
     "description": "Scenario generation support artifact. Provides a scenario family matrix, operational context profiles, DGA trend templates, event/alarm templates, work-order playbooks, and RUL/health-context templates for the PS B scenario generation pipeline (issue #2). Companion to data/knowledge/transformer_standards.json (issue #50).",
     "cross_references": {
diff --git a/code/mcp_servers/README.md b/code/mcp_servers/README.md
index d90b353ac3a10e403c0882c1a1934a78a79a092a..a6ed79ae9e776c62fa1f0858bf40293260f24d66 100644
--- a/code/mcp_servers/README.md
+++ b/code/mcp_servers/README.md
@@ -1,3 +1,10 @@
+---
+status: canonical-index
+scope: team-repo
+owner: Team 13
+canonical: true
+---
+
 # mcp_servers/
 
 MCP (Model Context Protocol) servers wrapping the four AssetOpsBench tool domains. Each subdirectory is a standalone MCP server that can be launched independently or composed into a multi-server agent pipeline.
@@ -40,6 +47,6 @@ In practice, the benchmark path composes multiple servers at once; these modules
 
 ## Status (Apr 7, 2026)
 
-- **Skeletons landed** for all four domains (commit `717e9b4`, reviewer)
+- **Skeletons landed** for all four domains (commit `717e9b4`, Anonymous reviewer)
 - **Substantive domain logic** implemented (Rogers Ratio, RUL forecast, anomaly detection, work-order CRUD)
 - **In progress (W2):** hardening, unit tests, integration with the AssetOpsBench evaluation harness
diff --git a/code/mcp_servers/base.py b/code/mcp_servers/base.py
index 04625e57890d3b586146bb28a492c68a94f9ec2c..1afd40dfee0d7106d295b91ef1872f17bbe298ef 100644
--- a/code/mcp_servers/base.py
+++ b/code/mcp_servers/base.py
@@ -15,9 +15,7 @@ Dataset → server mapping:
 
 from __future__ import annotations
 
-import os
 from pathlib import Path
-from typing import Any
 
 import pandas as pd
 
diff --git a/code/mcp_servers/direct_adapter.py b/code/mcp_servers/direct_adapter.py
index e126a6bf60a9b27a535a92466c476f4b38aa5eb5..6681fda08151e7eb4c0ebe54a6be460bcacea92f 100644
--- a/code/mcp_servers/direct_adapter.py
+++ b/code/mcp_servers/direct_adapter.py
@@ -195,27 +195,3 @@ def get_tools() -> list[ToolSpec]:
     _ensure_registry()
     assert _TOOLS is not None
     return list(_TOOLS)
-
-
-def get_tool(name: str) -> ToolSpec:
-    """Lookup a ToolSpec by its qualified name, e.g. ``iot.get_sensor_readings``."""
-    _ensure_registry()
-    assert _TOOLS_BY_NAME is not None
-    if name not in _TOOLS_BY_NAME:
-        raise KeyError(f"unknown tool {name!r}; available: {sorted(_TOOLS_BY_NAME)}")
-    return _TOOLS_BY_NAME[name]
-
-
-def list_tool_specs_for_llm() -> list[dict[str, Any]]:
-    """Return a compact, JSON-serializable list of tool descriptors suitable
-    for prompting an LLM. This is intentionally minimal — a ReAct runner can
-    enrich it further with few-shot examples if needed.
-    """
-    return [
-        {
-            "name": s.name,
-            "description": s.doc,
-            "parameters": s.parameters(),
-        }
-        for s in get_tools()
-    ]
diff --git a/code/profiling/scripts/log_profiling_to_wandb.py b/code/profiling/scripts/log_profiling_to_wandb.py
index a29a7cc2332fbd7b64de732bbe14a0746c5964cb..5a4432d73595807b9cf28ced0e518eefbb40ffab 100644
--- a/code/profiling/scripts/log_profiling_to_wandb.py
+++ b/code/profiling/scripts/log_profiling_to_wandb.py
@@ -10,7 +10,7 @@ benchmark finishes. This script takes a matched pair of:
 and attaches the profiling artifacts to the same WandB run by resuming it via
 the run ID parsed from ``wandb_run_url``. Also parses ``nvidia_smi.csv`` for
 summary stats (mean / max GPU util, mean / max memory, duration) and writes
-them into the run's summary so the reviewer's notebooks can query them without
+them into the run's summary so Anonymous reviewer's notebooks can query them without
 re-parsing the CSV.
 
 Intended invocation (from ``capture_around.sh`` or a follow-up Slurm step):
@@ -128,7 +128,7 @@ def main(argv: list[str]) -> int:
     # Repo root is two parents up from this script: profiling/scripts/ -> repo/.
     # Used to relativize prof_dir before writing it into meta.json so committed
     # artifacts don't leak personal scratch paths like
-    # /insomnia001/depts/edu/users/af3623/exp1-clone/profiling/traces/...
+    # /path/to/profiling/traces/...
     # which break for anyone reading the meta from the team checkout.
     repo_root = pathlib.Path(__file__).resolve().parent.parent.parent
     try:
diff --git a/code/scripts/audit_failure_taxonomy.py b/code/scripts/audit_failure_taxonomy.py
new file mode 100644
index 0000000000000000000000000000000000000000..20d636b7db0b5891703414b5f6ec54057c6f0318
--- /dev/null
+++ b/code/scripts/audit_failure_taxonomy.py
@@ -0,0 +1,676 @@
+"""Hand-audit support for the post-PR175 failure taxonomy (#194).
+
+PR #193 produced `results/metrics/failure_taxonomy_current.csv` with
+46 rows flagged `audit_status='stratified_sample'` (one per non-empty
+`(experiment_cell, auto_taxonomy_label)` stratum across paper-eligible
+failures). This script is the audit-side companion: it joins each
+sample row to its judge log, extracts the agent trajectory + judge
+verdict, and emits a per-row brief the auditor reads to decide:
+
+    audit_decision         confirmed | relabel_suggested | evidence_thin
+    audit_note             one-sentence concrete observation
+    berkeley_label         specification | inter_agent_orchestration | task_verification
+    failure_stage          planning | tool_selection | tool_execution | verification | final_answer
+    audit_decision_source  "<reviewer>:<YYYY-MM-DD>"
+
+Subcommands:
+
+    briefs       — emit per-row briefs to stdout or --out for the auditor.
+                   By default reads both `stratified_sample` and
+                   `manual_confirmed` rows; filter via `--status`.
+    add-columns  — merge a hand-edited audit-decisions sidecar TSV into
+                   the CSV (defaults to `data/audit/issue194_decisions.tsv`,
+                   which IS committed so the audit is reproducible from
+                   inputs). Sets `audit_status` to `manual_confirmed` for
+                   audited rows; idempotent on re-runs. Validates
+                   audit_decision / berkeley_label / failure_stage
+                   against the canonical vocab AND
+                   audit_decision_source against `<handle>:<YYYY-MM-DD>`.
+                   Fails loudly on unmatched keys or zero updates.
+    render       — write the Markdown audit summary by reading the
+                   augmented CSV plus
+                   `data/audit/issue194_recurring_patterns.json` (also
+                   committed) for the methodology paragraph, the
+                   Berkeley-label tie-break rule, the failure-stage
+                   rule (separate from the Berkeley rule per
+                   `docs/failure_taxonomy_evidence.md:139-145` vs
+                   `:149-151`), the recurring-patterns section, and
+                   the v2->v3->v4 tie-break-relabel callout.
+                   Reproducible: re-running render over committed
+                   inputs is byte-identical to the committed doc.
+
+Mirrors `scripts/audit_failure_evidence.py` (PR #189) but targets the
+new failure_taxonomy_current.csv schema instead of the preliminary
+PR #151 35-row table.
+"""
+
+from __future__ import annotations
+
+import argparse
+import csv
+import json
+import os
+import re
+import sys
+from collections import Counter
+from pathlib import Path
+
+REPO_ROOT = Path(__file__).resolve().parents[1]
+TAXONOMY_CSV = REPO_ROOT / "results" / "metrics" / "failure_taxonomy_current.csv"
+JUDGE_LOGS_ROOT = REPO_ROOT / "results" / "judge_logs"
+DECISIONS_TSV = REPO_ROOT / "data" / "audit" / "issue194_decisions.tsv"
+PATTERNS_JSON = REPO_ROOT / "data" / "audit" / "issue194_recurring_patterns.json"
+
+
+def _long(p: Path) -> str:
+    """Return a Windows long-path-prefixed string for file ops.
+
+    Some `run_name` values push the absolute judge-log path past Windows'
+    260-character MAX_PATH limit, which makes `Path.exists()` and
+    `Path.read_text()` silently report not-found. The `\\\\?\\` prefix
+    bypasses MAX_PATH on Win32 file APIs. POSIX is unaffected.
+    """
+    if os.name != "nt":
+        return str(p)
+    s = str(p.resolve())
+    return s if s.startswith("\\\\?\\") else "\\\\?\\" + s
+
+
+def _exists(p: Path) -> bool:
+    return os.path.exists(_long(p))
+
+
+def _read_text(p: Path, encoding: str = "utf-8") -> str:
+    with open(_long(p), encoding=encoding) as f:
+        return f.read()
+
+
+AUDIT_COLUMNS = [
+    "audit_decision",
+    "berkeley_label",
+    "failure_stage",
+    "audit_note",
+    "audit_decision_source",
+]
+
+BERKELEY_LABELS = {
+    "specification",
+    "inter_agent_orchestration",
+    "task_verification",
+}
+FAILURE_STAGES = {
+    "planning",
+    "tool_selection",
+    "tool_execution",
+    "verification",
+    "final_answer",
+}
+AUDIT_DECISIONS = {"confirmed", "relabel_suggested", "evidence_thin"}
+
+# `audit_decision_source` should be `<reviewer-handle>:<YYYY-MM-DD>` per the
+# audit-tooling docstring. Without validation, typos like `reviewer:2026-5-7`
+# silently merge and break later programmatic provenance walks.
+AUDIT_SOURCE_PATTERN = re.compile(r"^[a-z][a-z0-9_]*:\d{4}-\d{2}-\d{2}$")
+
+
+def _judge_log_path(run_name: str, scenario_id: str, trial_index: str) -> Path:
+    """Locate the judge log file for one (run, scenario, trial)."""
+    pad = f"{int(trial_index):02d}" if str(trial_index).isdigit() else trial_index
+    return JUDGE_LOGS_ROOT / run_name / f"{scenario_id}_run{pad}_judge_log.json"
+
+
+def _load_taxonomy_rows() -> tuple[list[str], list[dict]]:
+    with TAXONOMY_CSV.open(encoding="utf-8", newline="") as f:
+        reader = csv.DictReader(f)
+        rows = list(reader)
+    return list(rows[0].keys()), rows
+
+
+def _extract_tool_call_summary(prompt_user: str) -> list[str]:
+    """Pull the agent's tool-call sequence out of the judge prompt.
+
+    The judge prompt embeds the trajectory as a JSON array under
+    `## Agent Trajectory (tool calls and results)`. We don't need a
+    perfect parse — a one-line summary per tool call (name + a hint
+    of the arguments) is enough for an audit brief.
+    """
+    marker = "## Agent Trajectory (tool calls and results)"
+    if marker not in prompt_user:
+        return []
+    after = prompt_user.split(marker, 1)[1]
+    end_markers = [
+        "## Agent Final Answer",
+        "## Final Answer",
+        "## Agent Answer",
+        "Evaluate across",
+    ]
+    end_idx = len(after)
+    for em in end_markers:
+        i = after.find(em)
+        if i != -1 and i < end_idx:
+            end_idx = i
+    body = after[:end_idx].strip()
+    # Try to parse as JSON; if that fails, do a permissive name-extract.
+    try:
+        traj = json.loads(body)
+    except Exception:
+        # Permissive fallback: find every `"name": "..."`.
+        out = []
+        i = 0
+        while True:
+            i = body.find('"name":', i)
+            if i == -1:
+                break
+            j = body.find('"', i + 7)
+            k = body.find('"', j + 1)
+            if j == -1 or k == -1:
+                break
+            out.append(body[j + 1 : k])
+            i = k + 1
+        return out
+
+    out = []
+    if isinstance(traj, list):
+        for turn in traj:
+            for tc in (turn or {}).get("tool_calls", []) or []:
+                name = tc.get("name", "?")
+                args = tc.get("arguments", {}) or {}
+                arg_hint = (
+                    ", ".join(f"{k}={args[k]!r}" for k in list(args)[:2])
+                    if isinstance(args, dict)
+                    else ""
+                )
+                out.append(f"{name}({arg_hint})" if arg_hint else name)
+    return out
+
+
+def _extract_final_answer(prompt_user: str, raw_response: str) -> str:
+    """Best-effort extract of the agent's final answer from the prompt."""
+    for marker in ("## Agent Final Answer", "## Final Answer", "## Agent Answer"):
+        if marker in prompt_user:
+            after = prompt_user.split(marker, 1)[1]
+            end = after.find("Evaluate across")
+            return (after[:end] if end != -1 else after).strip()[:1500]
+    return ""
+
+
+def _row_brief(row: dict) -> dict:
+    """Build a compact audit brief for one taxonomy row.
+
+    Returns a dict with the source row plus extracted judge-log signals.
+    Missing judge log -> brief flagged `judge_log_present=False`. Uses
+    `_exists` / `_read_text` so Windows long paths work the same as POSIX.
+    """
+    log_path = _judge_log_path(row["run_name"], row["scenario_id"], row["trial_index"])
+    present = _exists(log_path)
+    out = {
+        "source_row": row,
+        "judge_log_path": (
+            str(log_path.relative_to(REPO_ROOT).as_posix()) if present else None
+        ),
+        "judge_log_present": present,
+        "tool_calls": [],
+        "final_answer": "",
+        "judge_suggestions": "",
+        "judge_parsed_dims": {},
+    }
+    if not present:
+        return out
+    log = json.loads(_read_text(log_path))
+    out["tool_calls"] = _extract_tool_call_summary(log.get("prompt_user", ""))
+    out["final_answer"] = _extract_final_answer(
+        log.get("prompt_user", ""), log.get("raw_response", "")
+    )
+    out["judge_suggestions"] = (log.get("parsed_dims") or {}).get("suggestions", "")
+    out["judge_parsed_dims"] = {
+        k: v for k, v in (log.get("parsed_dims") or {}).items() if k != "suggestions"
+    }
+    return out
+
+
+def cmd_briefs(args: argparse.Namespace) -> int:
+    fields, rows = _load_taxonomy_rows()
+    statuses = (
+        {args.status} if args.status else {"stratified_sample", "manual_confirmed"}
+    )
+    sample = [r for r in rows if r["audit_status"] in statuses]
+    if args.cell:
+        sample = [r for r in sample if r["experiment_cell"] == args.cell]
+    if args.label:
+        sample = [r for r in sample if r["auto_taxonomy_label"] == args.label]
+    out_lines: list[str] = []
+    for r in sample:
+        b = _row_brief(r)
+        sr = b["source_row"]
+        out_lines.append(
+            f"=== {sr['run_name']} / {sr['scenario_id']} run{int(sr['trial_index']):02d} ==="
+        )
+        out_lines.append(
+            f"cell={sr['experiment_cell']}  orch={sr['orchestration_mode']}  "
+            f"model={sr['model_id']}  judge={sr['judge_model']}"
+        )
+        out_lines.append(
+            f"auto_taxonomy_label={sr['auto_taxonomy_label']}  "
+            f"failed_dims=({sr['failed_dim_count']}) {sr['failed_dims']}"
+        )
+        if not b["judge_log_present"]:
+            out_lines.append("  [WARN] judge log MISSING at expected path")
+            out_lines.append("")
+            continue
+        out_lines.append(f"  judge_log: {b['judge_log_path']}")
+        out_lines.append(f"  parsed_dims: {b['judge_parsed_dims']}")
+        if b["tool_calls"]:
+            out_lines.append(
+                f"  tool_calls ({len(b['tool_calls'])}): "
+                + ", ".join(b["tool_calls"][:8])
+            )
+            if len(b["tool_calls"]) > 8:
+                out_lines.append(f"    ... and {len(b['tool_calls']) - 8} more")
+        else:
+            out_lines.append("  tool_calls: (none extracted)")
+        fa = b["final_answer"].strip().replace("\n", " ")[:240]
+        if fa:
+            out_lines.append(f"  final_answer: {fa}")
+        sug = (b["judge_suggestions"] or "").strip().replace("\n", " ")[:300]
+        if sug:
+            out_lines.append(f"  judge_suggestion: {sug}")
+        out_lines.append("")
+
+    text = "\n".join(out_lines)
+    if args.out:
+        Path(args.out).write_text(text, encoding="utf-8")
+        print(f"wrote {args.out}: {len(sample)} briefs", file=sys.stderr)
+    else:
+        sys.stdout.write(text)
+    return 0
+
+
+def cmd_add_columns(args: argparse.Namespace) -> int:
+    """Merge an audit-decisions sidecar TSV/JSONL into the taxonomy CSV.
+
+    Sidecar shape (TSV):
+        run_name<TAB>scenario_id<TAB>trial_index<TAB>audit_decision
+        <TAB>berkeley_label<TAB>failure_stage<TAB>audit_note
+        <TAB>audit_decision_source
+
+    Default sidecar path is `data/audit/issue194_decisions.tsv` (committed
+    so the audit is reproducible from inputs); override with --decisions.
+
+    Eligible rows: `audit_status` is `stratified_sample` (initial pass)
+    or `manual_confirmed` (re-merge from the same sidecar after the
+    initial flip). Matching keys are `(run_name, scenario_id,
+    int(trial_index))`. After merge, `audit_status` is set to
+    `manual_confirmed` (idempotent on re-runs). The other 1,920+ rows
+    are left alone.
+
+    Fails if the sidecar references a key that doesn't match any
+    eligible row, or if zero rows would be updated — silent no-op
+    re-runs were a v1 review-finding hazard.
+    """
+    fields, rows = _load_taxonomy_rows()
+    if any(c not in fields for c in AUDIT_COLUMNS):
+        # Insert the new columns just after audit_status for grouping.
+        idx = fields.index("audit_status") + 1
+        for new_col in reversed(AUDIT_COLUMNS):
+            if new_col not in fields:
+                fields.insert(idx, new_col)
+        for r in rows:
+            for new_col in AUDIT_COLUMNS:
+                r.setdefault(new_col, "")
+
+    # Load sidecar.
+    sidecar = Path(args.decisions) if args.decisions else DECISIONS_TSV
+    decisions: dict[tuple[str, str, int], dict[str, str]] = {}
+    with sidecar.open(encoding="utf-8", newline="") as f:
+        reader = csv.DictReader(f, delimiter="\t")
+        for row in reader:
+            key = (row["run_name"], row["scenario_id"], int(row["trial_index"]))
+            decisions[key] = row
+
+    eligible_statuses = {"stratified_sample", "manual_confirmed"}
+    n_updated = 0
+    matched_keys: set[tuple[str, str, int]] = set()
+    for r in rows:
+        if r["audit_status"] not in eligible_statuses:
+            continue
+        key = (r["run_name"], r["scenario_id"], int(r["trial_index"]))
+        d = decisions.get(key)
+        if not d:
+            continue
+        if d["audit_decision"] not in AUDIT_DECISIONS:
+            raise ValueError(
+                f"invalid audit_decision {d['audit_decision']!r} for {key}; "
+                f"must be one of {sorted(AUDIT_DECISIONS)}"
+            )
+        if d.get("berkeley_label") and d["berkeley_label"] not in BERKELEY_LABELS:
+            raise ValueError(
+                f"invalid berkeley_label {d['berkeley_label']!r} for {key}; "
+                f"must be one of {sorted(BERKELEY_LABELS)}"
+            )
+        if d.get("failure_stage") and d["failure_stage"] not in FAILURE_STAGES:
+            raise ValueError(
+                f"invalid failure_stage {d['failure_stage']!r} for {key}; "
+                f"must be one of {sorted(FAILURE_STAGES)}"
+            )
+        src = d.get("audit_decision_source") or ""
+        if src and not AUDIT_SOURCE_PATTERN.match(src):
+            raise ValueError(
+                f"invalid audit_decision_source {src!r} for {key}; expected "
+                f"`<reviewer-handle>:<YYYY-MM-DD>` (lowercase handle, ISO date)"
+            )
+        for col in AUDIT_COLUMNS:
+            r[col] = d.get(col, "") or ""
+        r["audit_status"] = "manual_confirmed"
+        matched_keys.add(key)
+        n_updated += 1
+
+    unmatched = set(decisions.keys()) - matched_keys
+    if unmatched:
+        raise ValueError(
+            f"sidecar has {len(unmatched)} key(s) that don't match any eligible "
+            f"row in {TAXONOMY_CSV.relative_to(REPO_ROOT)}: "
+            f"{sorted(unmatched)[:5]}"
+        )
+    if n_updated == 0:
+        raise ValueError(
+            f"sidecar at {sidecar} updated zero rows; either the sidecar is "
+            f"empty or no rows are in eligible audit_status "
+            f"{sorted(eligible_statuses)}."
+        )
+
+    with TAXONOMY_CSV.open("w", encoding="utf-8", newline="") as f:
+        w = csv.DictWriter(f, fieldnames=fields, lineterminator="\n")
+        w.writeheader()
+        for r in rows:
+            w.writerow(r)
+    print(
+        f"merged {n_updated} audit decisions into {TAXONOMY_CSV.relative_to(REPO_ROOT)}",
+        file=sys.stderr,
+    )
+    return 0
+
+
+def cmd_render(args: argparse.Namespace) -> int:
+    fields, rows = _load_taxonomy_rows()
+    audited = [r for r in rows if r["audit_status"] == "manual_confirmed"]
+    out: list[str] = []
+    out.append("# Failure taxonomy hand-audit — stratified sample (#194)")
+    out.append("")
+    out.append(
+        f"*Audit pass over the {sum(1 for r in rows if r['audit_status'] in ('manual_confirmed', 'stratified_sample'))}"
+        "-row stratified sample drawn by `scripts/build_failure_taxonomy.py` "
+        "from PR #193's `results/metrics/failure_taxonomy_current.csv`. "
+        f"Audited rows: {len(audited)}.*"
+    )
+    out.append("")
+    out.append(
+        "Auditor walked each row's judge log under `results/judge_logs/<run_name>"
+        "/<scenario_id>_run<NN>_judge_log.json`, which embeds the agent's full "
+        "trajectory + final answer. For each row the auditor decided: "
+        "(a) `audit_decision` — `confirmed` (auto-label and trajectory symptoms "
+        "agree), `relabel_suggested` (a concrete better label), or "
+        "`evidence_thin` (judge symptom too weak/ambiguous to cite); (b) "
+        "`berkeley_label` — `specification` / `inter_agent_orchestration` / "
+        "`task_verification` per `docs/failure_taxonomy_evidence.md`; (c) "
+        "`failure_stage` — earliest stage where the run becomes unrecoverable."
+    )
+    out.append("")
+
+    # Methodology + Berkeley mapping rule come from the patterns sidecar so
+    # the rendered doc is reproducible from committed inputs.
+    patterns_json = (
+        json.loads(_read_text(PATTERNS_JSON)) if _exists(PATTERNS_JSON) else {}
+    )
+
+    methodology = patterns_json.get("methodology") or {}
+    if methodology:
+        out.append(f"## {methodology.get('title', 'Methodology')}")
+        out.append("")
+        out.append(methodology.get("body", ""))
+        out.append("")
+
+    supersession = patterns_json.get("current_surface_supersession") or {}
+    if supersession:
+        out.append(
+            f"## {supersession.get('title', 'Current taxonomy surface and supersession')}"
+        )
+        out.append("")
+        out.append(supersession.get("body", ""))
+        out.append("")
+
+    rule = patterns_json.get("berkeley_mapping_rule") or {}
+    if rule:
+        out.append(f"## {rule.get('title', 'Berkeley-label mapping rule')}")
+        out.append("")
+        out.append(rule.get("body", ""))
+        out.append("")
+
+    stage_rule = patterns_json.get("failure_stage_rule") or {}
+    if stage_rule:
+        out.append(f"## {stage_rule.get('title', 'Failure-stage rule')}")
+        out.append("")
+        out.append(stage_rule.get("body", ""))
+        out.append("")
+
+    out.append("## Decision counts")
+    out.append("")
+    decisions = Counter(r["audit_decision"] for r in audited if r["audit_decision"])
+    out.append("| audit_decision | count |")
+    out.append("|---|---:|")
+    for k in ("confirmed", "relabel_suggested", "evidence_thin"):
+        out.append(f"| `{k}` | {decisions.get(k, 0)} |")
+    out.append("")
+
+    out.append("## Berkeley taxonomy distribution (audited rows)")
+    out.append("")
+    berkeley = Counter(r["berkeley_label"] for r in audited if r["berkeley_label"])
+    out.append("| berkeley_label | count |")
+    out.append("|---|---:|")
+    for k, v in berkeley.most_common():
+        out.append(f"| `{k}` | {v} |")
+    out.append("")
+
+    out.append("## Failure-stage distribution (audited rows)")
+    out.append("")
+    stages = Counter(r["failure_stage"] for r in audited if r["failure_stage"])
+    out.append("| failure_stage | count |")
+    out.append("|---|---:|")
+    for k, v in stages.most_common():
+        out.append(f"| `{k}` | {v} |")
+    out.append("")
+
+    if patterns_json:
+        out.append("## Recurring failure patterns")
+        out.append("")
+        out.append(
+            patterns_json.get(
+                "lead",
+                "These patterns recur across multiple audited rows and are the "
+                "strongest paper-citable signals.",
+            )
+        )
+        out.append("")
+        for i, p in enumerate(patterns_json.get("patterns", []), 1):
+            cells = ", ".join(p.get("cells", []))
+            distinct = p.get("distinct_scenarios_count")
+            distinct_ids = ", ".join(p.get("distinct_scenarios", []))
+            scope = (
+                f"{p['count']} rows across {distinct} distinct scenario{'s' if distinct != 1 else ''}"
+                f" ({distinct_ids})"
+                if distinct is not None
+                else f"{p['count']} rows"
+            )
+            out.append(
+                f"{i}. **{p['title']}** — {scope}. {p['description']} "
+                f"Cells: {cells}. Mitigation candidate: {p['mitigation']}"
+            )
+        if "summary_note" in patterns_json:
+            out.append("")
+            out.append(patterns_json["summary_note"])
+        out.append("")
+
+        relabels = patterns_json.get("tie_break_relabels") or {}
+        if relabels.get("rows"):
+            has_v4 = any("v4" in r for r in relabels["rows"])
+            if has_v4:
+                out.append("## Tie-break relabels (v2 → v3 → v4)")
+                out.append("")
+                out.append(
+                    "Six rows where v2's first-pass labels needed re-evaluation. "
+                    "v3 changed the Berkeley labels per the latest-irreversible-mistake "
+                    "tie-break rule (correct) but also applied that rule to "
+                    "`failure_stage` (incorrect — stage uses earliest-unrecoverable "
+                    "per `docs/failure_taxonomy_evidence.md:149-151`). v4 keeps "
+                    "the v3 Berkeley relabels and re-evaluates each row's stage "
+                    "independently."
+                )
+                out.append("")
+                out.append(
+                    "| cell | scenario | trial | v2 berkeley / stage | v3 berkeley / stage | v4 berkeley / stage | rationale |"
+                )
+                out.append("|---|---|---:|---|---|---|---|")
+                for r in relabels["rows"]:
+                    v2 = r["v2"]
+                    v3 = r["v3"]
+                    v4 = r.get("v4", v3)
+                    rationale = r["rationale"].replace("|", "\\|")
+                    out.append(
+                        f"| {r['cell']} | {r['scenario_id']} | {r['trial_index']} | "
+                        f"`{v2['berkeley']}` / `{v2['stage']}` | "
+                        f"`{v3['berkeley']}` / `{v3['stage']}` | "
+                        f"`{v4['berkeley']}` / `{v4['stage']}` | {rationale} |"
+                    )
+            else:
+                out.append("## Tie-break relabels (v2 → v3)")
+                out.append("")
+                out.append(
+                    "Six rows were relabeled in v3 to apply the team's tie-break rule "
+                    "consistently (latest irreversible mistake). v2's labels reflected "
+                    "the auditor's first-pass 'first irreversible mistake' reading; "
+                    "v3 corrects this against `docs/failure_taxonomy_evidence.md:139-145`."
+                )
+                out.append("")
+                out.append(
+                    "| cell | scenario | trial | v2 berkeley / stage | v3 berkeley / stage | rationale |"
+                )
+                out.append("|---|---|---:|---|---|---|")
+                for r in relabels["rows"]:
+                    v2 = r["v2"]
+                    v3 = r["v3"]
+                    rationale = r["rationale"].replace("|", "\\|")
+                    out.append(
+                        f"| {r['cell']} | {r['scenario_id']} | {r['trial_index']} | "
+                        f"`{v2['berkeley']}` / `{v2['stage']}` | "
+                        f"`{v3['berkeley']}` / `{v3['stage']}` | {rationale} |"
+                    )
+            out.append("")
+
+    out.append("## Per-row audit table")
+    out.append("")
+    out.append(
+        "| cell | run | scenario | trial | auto_label | decision | berkeley | stage | note |"
+    )
+    out.append("|---|---|---|---:|---|---|---|---|---|")
+    for r in audited:
+        run_short = r["run_name"]
+        if len(run_short) > 60:
+            run_short = "..." + run_short[-58:]
+        note = (r["audit_note"] or "").replace("|", "\\|")
+        out.append(
+            f"| {r['experiment_cell']} | `{run_short}` | {r['scenario_id']} | "
+            f"{r['trial_index']} | `{r['auto_taxonomy_label'].removeprefix('low_')}` | "
+            f"`{r['audit_decision']}` | `{r['berkeley_label']}` | "
+            f"`{r['failure_stage']}` | {note} |"
+        )
+    out.append("")
+
+    # Paper-cite candidates: confirmed rows with a clear concrete note.
+    cited = [
+        r
+        for r in audited
+        if r.get("audit_decision") == "confirmed"
+        and (r.get("berkeley_label") or "")
+        and (r.get("failure_stage") or "")
+    ][: args.paper_cite_n]
+    out.append(f"## Paper-cite candidates (top {len(cited)})")
+    out.append("")
+    out.append(
+        "These rows have a confirmed auto-label, a concrete trajectory-grounded "
+        "note, and a balanced cell/orchestration/symptom mix. Recommended "
+        "examples for the paper's failure-analysis section."
+    )
+    out.append("")
+    for i, r in enumerate(cited, 1):
+        out.append(
+            f"{i}. **Cell {r['experiment_cell']} / {r['orchestration_mode']} / "
+            f"{r['scenario_id']} run{int(r['trial_index']):02d}** — "
+            f"{r['auto_taxonomy_label']} -> `{r['berkeley_label']}` "
+            f"({r['failure_stage']}). {r['audit_note']} "
+            f"Source: `{r['trajectory_file']}`."
+        )
+    out.append("")
+
+    text = "\n".join(out)
+    if args.out:
+        Path(args.out).write_text(text, encoding="utf-8")
+        print(
+            f"wrote {args.out}: {len(audited)} audited rows, {len(cited)} paper-cite candidates",
+            file=sys.stderr,
+        )
+    else:
+        sys.stdout.write(text)
+    return 0
+
+
+def main(argv: list[str] | None = None) -> int:
+    p = argparse.ArgumentParser(description=__doc__)
+    sp = p.add_subparsers(dest="cmd", required=True)
+
+    pb = sp.add_parser("briefs", help="emit per-row briefs for the auditor")
+    pb.add_argument("--out", type=str, default=None)
+    pb.add_argument("--cell", type=str, default=None, help="filter by experiment_cell")
+    pb.add_argument(
+        "--label", type=str, default=None, help="filter by auto_taxonomy_label"
+    )
+    pb.add_argument(
+        "--status",
+        type=str,
+        default=None,
+        choices=("stratified_sample", "manual_confirmed"),
+        help="filter by audit_status (default: include both)",
+    )
+    pb.set_defaults(fn=cmd_briefs)
+
+    pa = sp.add_parser(
+        "add-columns",
+        help="merge a hand-edited audit-decisions sidecar TSV into the taxonomy CSV",
+    )
+    pa.add_argument(
+        "--decisions",
+        type=str,
+        default=None,
+        help=(
+            "path to the audit-decisions TSV; defaults to "
+            "data/audit/issue194_decisions.tsv (committed)"
+        ),
+    )
+    pa.set_defaults(fn=cmd_add_columns)
+
+    pr = sp.add_parser(
+        "render", help="render markdown audit summary from the augmented CSV"
+    )
+    pr.add_argument("--out", type=str, default=None)
+    pr.add_argument(
+        "--paper-cite-n",
+        type=int,
+        default=10,
+        help="max paper-cite candidates to surface",
+    )
+    pr.set_defaults(fn=cmd_render)
+
+    args = p.parse_args(argv)
+    return args.fn(args)
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/code/scripts/build_profiling_inventory.py b/code/scripts/build_profiling_inventory.py
new file mode 100644
index 0000000000000000000000000000000000000000..ac1a68bbab22ea302549ed461ce8043c22e52cc7
--- /dev/null
+++ b/code/scripts/build_profiling_inventory.py
@@ -0,0 +1,304 @@
+#!/usr/bin/env python3
+"""Build a run-level WandB/profiling inventory from benchmark metadata.
+
+This intentionally inventories links and run summaries, not trace blobs. The
+large profiler outputs stay in their original artifact stores; the CSV gives the
+paper/class-grading path a compact "what exists and where" surface.
+"""
+
+from __future__ import annotations
+
+import argparse
+import csv
+import json
+from pathlib import Path
+from urllib.parse import urlparse
+
+ROOT = Path(__file__).resolve().parents[1]
+
+DEFAULT_BENCHMARKS = ROOT / "benchmarks"
+DEFAULT_SCORES = ROOT / "results" / "metrics" / "scenario_scores.jsonl"
+DEFAULT_REGISTRY = ROOT / "results" / "metrics" / "evidence_registry.csv"
+DEFAULT_OUT = ROOT / "results" / "metrics" / "profiling_inventory.csv"
+
+OUTPUT_COLUMNS = [
+    "benchmark_run_dir",
+    "run_name",
+    "benchmark_cell_dir",
+    "experiment_cell",
+    "orchestration_mode",
+    "mcp_mode",
+    "model_id",
+    "git_sha",
+    "registry_status",
+    "include_in_paper",
+    "registry_reason",
+    "run_status",
+    "started_at",
+    "finished_at",
+    "total_runs",
+    "pass",
+    "fail",
+    "has_wandb",
+    "wandb_run_id",
+    "wandb_run_url",
+    "has_profiling",
+    "profiling_dir",
+    "profiling_artifact",
+    "has_profiling_summary",
+    "profiling_gpu_util_mean",
+    "profiling_gpu_util_max",
+    "profiling_gpu_mem_used_mib_mean",
+    "profiling_gpu_mem_used_mib_max",
+    "profiling_power_draw_w_mean",
+    "profiling_power_draw_w_max",
+    "profiling_nvidia_smi_samples",
+    "notes",
+]
+
+CELL_DIR_FALLBACKS = {
+    "cell_A_direct": "A",
+    "cell_B_mcp_baseline": "B",
+    "cell_C_mcp_optimized": "C",
+    "cell_D": "D",
+    "cell_ZSD": "ZSD",
+}
+
+
+def load_json(path: Path) -> dict:
+    with path.open(encoding="utf-8") as f:
+        return json.load(f)
+
+
+def load_score_lookup(path: Path) -> dict[str, dict]:
+    if not path.exists():
+        return {}
+    lookup: dict[str, dict] = {}
+    with path.open(encoding="utf-8") as f:
+        for line in f:
+            if not line.strip():
+                continue
+            row = json.loads(line)
+            run_name = row.get("run_name")
+            if run_name and run_name not in lookup:
+                lookup[run_name] = {
+                    "experiment_cell": row.get("experiment_cell"),
+                    "orchestration_mode": row.get("orchestration_mode"),
+                    "mcp_mode": row.get("mcp_mode"),
+                    "model_id": row.get("model_id"),
+                    "wandb_run_url": row.get("wandb_run_url"),
+                }
+    return lookup
+
+
+def load_registry(path: Path) -> dict[str, dict[str, str]]:
+    if not path.exists():
+        return {}
+    with path.open(encoding="utf-8", newline="") as f:
+        return {row["run_name"]: row for row in csv.DictReader(f)}
+
+
+def infer_cell(cell_dir: str, run_name: str) -> str:
+    if cell_dir in CELL_DIR_FALLBACKS:
+        return CELL_DIR_FALLBACKS[cell_dir]
+    if cell_dir == "cell_Y_plan_execute":
+        return "YS" if "self_ask" in run_name else "Y"
+    if cell_dir == "cell_Z_hybrid":
+        return "ZS" if "self_ask" in run_name else "Z"
+    if cell_dir.startswith("cell_"):
+        return cell_dir.removeprefix("cell_")
+    return ""
+
+
+def infer_orchestration(cell: str, run_name: str) -> str:
+    if cell in {"A", "B", "C", "D"} or cell.endswith("70B"):
+        return "agent_as_tool"
+    if cell.startswith("Y"):
+        return "plan_execute"
+    if cell.startswith("Z"):
+        return "verified_pe"
+    if "verified_pe" in run_name:
+        return "verified_pe"
+    if "pe_" in run_name:
+        return "plan_execute"
+    if "aat" in run_name:
+        return "agent_as_tool"
+    return ""
+
+
+def infer_mcp_mode(cell: str, run_name: str) -> str:
+    if cell == "A" or cell == "A70B" or "_aat_direct" in run_name:
+        return "direct"
+    if "optimized" in run_name or cell in {"C", "D", "ZSD"}:
+        return "optimized"
+    if "baseline" in run_name or cell in {"B", "Y", "YS", "Z", "ZS"}:
+        return "baseline"
+    return ""
+
+
+def wandb_run_id(url: str) -> str:
+    if not url:
+        return ""
+    path = urlparse(url).path.rstrip("/")
+    return path.rsplit("/", 1)[-1] if path else ""
+
+
+def flatten_summary(summary: dict | None, key: str) -> object:
+    if not isinstance(summary, dict):
+        return ""
+    return summary.get(key, "")
+
+
+def bool_s(value: object) -> str:
+    return "true" if bool(value) else "false"
+
+
+def build_rows(
+    benchmarks_dir: Path,
+    scores_path: Path,
+    registry_path: Path,
+) -> list[dict[str, object]]:
+    score_lookup = load_score_lookup(scores_path)
+    registry = load_registry(registry_path)
+    rows: list[dict[str, object]] = []
+
+    for meta_path in sorted(benchmarks_dir.glob("*/raw/*/meta.json")):
+        meta = load_json(meta_path)
+        run_dir = meta_path.parent
+        cell_dir = run_dir.parents[1].name
+        run_name = meta.get("run_name") or run_dir.name
+        score = score_lookup.get(run_name, {})
+        reg = registry.get(run_name, {})
+
+        inferred_cell = infer_cell(cell_dir, run_name)
+        experiment_cell = (
+            meta.get("experiment_cell") or inferred_cell or score.get("experiment_cell")
+        )
+        orchestration_mode = (
+            meta.get("orchestration_mode")
+            or score.get("orchestration_mode")
+            or infer_orchestration(experiment_cell, run_name)
+        )
+        mcp_mode = (
+            meta.get("mcp_mode")
+            or score.get("mcp_mode")
+            or infer_mcp_mode(experiment_cell, run_name)
+        )
+        wandb_url = meta.get("wandb_run_url") or score.get("wandb_run_url") or ""
+        profiling_dir = meta.get("profiling_dir") or ""
+        profiling_artifact = meta.get("profiling_artifact") or ""
+        profiling_summary = meta.get("profiling_summary")
+        has_profiling_summary = isinstance(profiling_summary, dict) and bool(
+            profiling_summary
+        )
+        has_profiling = bool(
+            profiling_dir or profiling_artifact or has_profiling_summary
+        )
+
+        notes = ""
+        if has_profiling_summary:
+            notes = "profiling summary present in meta.json"
+        elif has_profiling:
+            notes = "profiling artifact linked; summary stats absent from meta.json"
+        elif wandb_url:
+            notes = "wandb only"
+
+        rows.append(
+            {
+                "benchmark_run_dir": run_dir.relative_to(ROOT).as_posix(),
+                "run_name": run_name,
+                "benchmark_cell_dir": cell_dir,
+                "experiment_cell": experiment_cell,
+                "orchestration_mode": orchestration_mode,
+                "mcp_mode": mcp_mode,
+                "model_id": meta.get("model_id") or score.get("model_id") or "",
+                "git_sha": meta.get("git_sha", ""),
+                "registry_status": reg.get("status", ""),
+                "include_in_paper": reg.get("include_in_paper", ""),
+                "registry_reason": reg.get("reason", ""),
+                "run_status": meta.get("run_status", ""),
+                "started_at": meta.get("started_at", ""),
+                "finished_at": meta.get("finished_at", ""),
+                "total_runs": meta.get("total_runs", ""),
+                "pass": meta.get("pass", ""),
+                "fail": meta.get("fail", ""),
+                "has_wandb": bool_s(wandb_url),
+                "wandb_run_id": wandb_run_id(wandb_url),
+                "wandb_run_url": wandb_url,
+                "has_profiling": bool_s(has_profiling),
+                "profiling_dir": profiling_dir,
+                "profiling_artifact": profiling_artifact,
+                "has_profiling_summary": bool_s(has_profiling_summary),
+                "profiling_gpu_util_mean": flatten_summary(
+                    profiling_summary, "profiling/gpu_util_mean"
+                ),
+                "profiling_gpu_util_max": flatten_summary(
+                    profiling_summary, "profiling/gpu_util_max"
+                ),
+                "profiling_gpu_mem_used_mib_mean": flatten_summary(
+                    profiling_summary, "profiling/gpu_mem_used_mib_mean"
+                ),
+                "profiling_gpu_mem_used_mib_max": flatten_summary(
+                    profiling_summary, "profiling/gpu_mem_used_mib_max"
+                ),
+                "profiling_power_draw_w_mean": flatten_summary(
+                    profiling_summary, "profiling/power_draw_w_mean"
+                ),
+                "profiling_power_draw_w_max": flatten_summary(
+                    profiling_summary, "profiling/power_draw_w_max"
+                ),
+                "profiling_nvidia_smi_samples": flatten_summary(
+                    profiling_summary, "profiling/nvidia_smi_samples"
+                ),
+                "notes": notes,
+            }
+        )
+
+    rows.sort(
+        key=lambda row: (
+            row["experiment_cell"] or "",
+            row["run_name"] or "",
+            row["benchmark_run_dir"] or "",
+        )
+    )
+    return rows
+
+
+def write_csv(path: Path, rows: list[dict[str, object]]) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    with path.open("w", encoding="utf-8", newline="") as f:
+        writer = csv.DictWriter(f, fieldnames=OUTPUT_COLUMNS, lineterminator="\n")
+        writer.writeheader()
+        writer.writerows(rows)
+
+
+def display_path(path: Path) -> str:
+    resolved = path.resolve()
+    try:
+        return resolved.relative_to(ROOT).as_posix()
+    except ValueError:
+        return resolved.as_posix()
+
+
+def main() -> int:
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument("--benchmarks", type=Path, default=DEFAULT_BENCHMARKS)
+    parser.add_argument("--scores", type=Path, default=DEFAULT_SCORES)
+    parser.add_argument("--registry", type=Path, default=DEFAULT_REGISTRY)
+    parser.add_argument("--out", type=Path, default=DEFAULT_OUT)
+    args = parser.parse_args()
+
+    rows = build_rows(args.benchmarks, args.scores, args.registry)
+    write_csv(args.out, rows)
+    print(f"wrote {len(rows)} rows to {display_path(args.out)}")
+    print(
+        "coverage: "
+        f"{sum(r['has_wandb'] == 'true' for r in rows)} W&B-linked, "
+        f"{sum(r['has_profiling'] == 'true' for r in rows)} profiler-linked, "
+        f"{sum(r['has_profiling_summary'] == 'true' for r in rows)} with summary stats"
+    )
+    return 0
+
+
+if __name__ == "__main__":
+    raise SystemExit(main())
diff --git a/code/scripts/generate_config_universe.py b/code/scripts/generate_config_universe.py
index ee0fe86669a301066425401c6323c21028c133b3..93c2b5057e1c7570c842e9a51e46cbdeb55c4b7e 100644
--- a/code/scripts/generate_config_universe.py
+++ b/code/scripts/generate_config_universe.py
@@ -807,6 +807,13 @@ def write_readme(items: list[ConfigItem]) -> None:
     for item in items:
         by_cohort.setdefault(item.cohort, []).append(item)
     lines = [
+        "---",
+        "status: canonical-index",
+        "scope: team-repo",
+        "owner: Team 13",
+        "canonical: true",
+        "---",
+        "",
         "# Config Universe",
         "",
         "Generated SmartGridBench experiment configs for opportunistic compute waves.",
@@ -844,7 +851,7 @@ def write_readme(items: list[ConfigItem]) -> None:
         )
         note = {
             "local_smoke1x1_full": "one-scenario local 8B smoke for every local method row",
-            "local_all31x5_full": "full local 8B method cross-product over all 31 canonical scenarios",
+            "local_all31x5_full": "full local 8B method cross-product over the canonical scenario set",
             "local_generated5x5_full": "local 8B method cross-product over the latest reviewed generated-scenario batch",
             "mitigation_all31x5_full": "4-tier mitigation ladder crossed with every PE-family local method",
             "mitigation_generated5x5_full": "4-tier mitigation ladder over the latest reviewed generated-scenario batch",
diff --git a/code/scripts/render_failure_taxonomy_current_figures.py b/code/scripts/render_failure_taxonomy_current_figures.py
new file mode 100644
index 0000000000000000000000000000000000000000..c3d5993780457678a0af7661e5ca82f6dda2ad0a
--- /dev/null
+++ b/code/scripts/render_failure_taxonomy_current_figures.py
@@ -0,0 +1,197 @@
+#!/usr/bin/env python3
+"""Render current failure-taxonomy summary tables and SVG figures.
+
+The legacy renderer uses the 35-row preliminary evidence table. This renderer
+uses the post-PR193 paper-grade taxonomy surface so paper/deck figures can cite
+the same CSV as the current failure-analysis text.
+"""
+
+from __future__ import annotations
+
+import csv
+import html
+from collections import Counter
+from pathlib import Path
+
+ROOT = Path(__file__).resolve().parents[1]
+METRICS_DIR = ROOT / "results" / "metrics"
+FIGURES_DIR = ROOT / "results" / "figures"
+SOURCE_CSV = METRICS_DIR / "failure_taxonomy_current.csv"
+
+LABELS = {
+    "low_task_completion": "Task completion",
+    "low_data_retrieval_accuracy": "Data retrieval accuracy",
+    "low_agent_sequence_correct": "Agent sequence correctness",
+    "low_generalized_result_verification": "Result verification",
+}
+
+PALETTE = ["#1f6f78", "#c85a3a", "#6f7d2a", "#5b6aa8"]
+
+
+def read_rows() -> list[dict[str, str]]:
+    with SOURCE_CSV.open(newline="") as f:
+        return list(csv.DictReader(f))
+
+
+def write_csv(path: Path, fieldnames: list[str], rows: list[dict[str, object]]) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    with path.open("w", newline="") as f:
+        writer = csv.DictWriter(f, fieldnames=fieldnames, lineterminator="\n")
+        writer.writeheader()
+        writer.writerows(rows)
+
+
+def pct(numerator: int, denominator: int) -> str:
+    return f"{(100.0 * numerator / denominator):.1f}" if denominator else "0.0"
+
+
+def xml(value: object) -> str:
+    return html.escape(str(value), quote=True)
+
+
+def write_auto_label_counts(rows: list[dict[str, str]]) -> list[dict[str, object]]:
+    paper_failed = [r for r in rows if r["paper_eligible"] == "true"]
+    counts = Counter(r["auto_taxonomy_label"] for r in paper_failed)
+    total = len(paper_failed)
+    out = []
+    for label, count in counts.most_common():
+        out.append(
+            {
+                "auto_taxonomy_label": label,
+                "display_label": LABELS.get(label, label.replace("_", " ")),
+                "rows": count,
+                "percent_of_paper_failures": pct(count, total),
+                "source_rows": total,
+                "source_csv": "results/metrics/failure_taxonomy_current.csv",
+            }
+        )
+    write_csv(
+        METRICS_DIR / "failure_taxonomy_current_auto_label_counts.csv",
+        [
+            "auto_taxonomy_label",
+            "display_label",
+            "rows",
+            "percent_of_paper_failures",
+            "source_rows",
+            "source_csv",
+        ],
+        out,
+    )
+    return out
+
+
+def write_failed_dim_counts(rows: list[dict[str, str]]) -> list[dict[str, object]]:
+    paper_failed = [r for r in rows if r["paper_eligible"] == "true"]
+    counts = Counter(r["failed_dim_count"] for r in paper_failed)
+    total = len(paper_failed)
+    out = []
+    for failed_dim_count in sorted(counts, key=lambda v: int(v)):
+        count = counts[failed_dim_count]
+        out.append(
+            {
+                "failed_dim_count": failed_dim_count,
+                "rows": count,
+                "percent_of_paper_failures": pct(count, total),
+                "source_rows": total,
+                "source_csv": "results/metrics/failure_taxonomy_current.csv",
+            }
+        )
+    write_csv(
+        METRICS_DIR / "failure_taxonomy_current_failed_dim_counts.csv",
+        [
+            "failed_dim_count",
+            "rows",
+            "percent_of_paper_failures",
+            "source_rows",
+            "source_csv",
+        ],
+        out,
+    )
+    return out
+
+
+def write_manual_audit_counts(rows: list[dict[str, str]]) -> list[dict[str, object]]:
+    audited = [r for r in rows if r["audit_status"] == "manual_confirmed"]
+    categories = [
+        ("audit_decision", "audit_decision"),
+        ("berkeley_label", "berkeley_label"),
+        ("failure_stage", "failure_stage"),
+    ]
+    out = []
+    for section, column in categories:
+        counts = Counter(r[column] or "blank" for r in audited)
+        for value, count in counts.most_common():
+            out.append(
+                {
+                    "section": section,
+                    "value": value,
+                    "rows": count,
+                    "percent_of_manual_sample": pct(count, len(audited)),
+                    "source_rows": len(audited),
+                    "source_csv": "results/metrics/failure_taxonomy_current.csv",
+                }
+            )
+    write_csv(
+        METRICS_DIR / "failure_taxonomy_current_manual_audit_counts.csv",
+        [
+            "section",
+            "value",
+            "rows",
+            "percent_of_manual_sample",
+            "source_rows",
+            "source_csv",
+        ],
+        out,
+    )
+    return out
+
+
+def svg_auto_label_bar_chart(rows: list[dict[str, object]], path: Path) -> None:
+    width, height = 1080, 520
+    left, top = 390, 118
+    bar_h, gap = 56, 24
+    max_count = max(int(r["rows"]) for r in rows) or 1
+    parts = [
+        f'<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 {width} {height}">',
+        '<rect width="100%" height="100%" fill="#fbf7ef"/>',
+        '<text x="40" y="46" font-family="Georgia, serif" font-size="30" fill="#1b1b1b">Current paper-grade failure taxonomy</text>',
+        '<text x="40" y="76" font-family="Verdana, sans-serif" font-size="14" fill="#5b5147">1,276 paper-eligible failed judge rows from failure_taxonomy_current.csv</text>',
+        '<text x="40" y="98" font-family="Verdana, sans-serif" font-size="13" fill="#5b5147">Auto label is the highest-priority failed judge dimension; manual audit sample is tracked separately.</text>',
+    ]
+    for i, row in enumerate(rows):
+        y = top + i * (bar_h + gap)
+        count = int(row["rows"])
+        bar_w = int((width - left - 150) * count / max_count)
+        color = PALETTE[i % len(PALETTE)]
+        percent = row["percent_of_paper_failures"]
+        parts.extend(
+            [
+                f'<text x="40" y="{y + 35}" font-family="Verdana, sans-serif" font-size="16" fill="#26231f">{xml(row["display_label"])}</text>',
+                f'<rect x="{left}" y="{y}" width="{bar_w}" height="{bar_h}" rx="6" fill="{color}"/>',
+                f'<text x="{left + bar_w + 14}" y="{y + 34}" font-family="Verdana, sans-serif" font-size="18" font-weight="700" fill="#26231f">{count} ({percent}%)</text>',
+            ]
+        )
+    parts.append("</svg>")
+    path.write_text("\n".join(parts) + "\n")
+
+
+def main() -> None:
+    rows = read_rows()
+    FIGURES_DIR.mkdir(parents=True, exist_ok=True)
+    auto_label_counts = write_auto_label_counts(rows)
+    failed_dim_counts = write_failed_dim_counts(rows)
+    manual_counts = write_manual_audit_counts(rows)
+    svg_auto_label_bar_chart(
+        auto_label_counts,
+        FIGURES_DIR / "failure_taxonomy_current_auto_label_counts.svg",
+    )
+    print(
+        "Rendered "
+        f"{len(auto_label_counts)} auto-label rows, "
+        f"{len(failed_dim_counts)} failed-dim rows, "
+        f"{len(manual_counts)} manual-audit rows."
+    )
+
+
+if __name__ == "__main__":
+    main()
diff --git a/code/scripts/render_mitigation_before_after.py b/code/scripts/render_mitigation_before_after.py
new file mode 100644
index 0000000000000000000000000000000000000000..27054413e977ea129cf737f3d2c53e36b2a0862c
--- /dev/null
+++ b/code/scripts/render_mitigation_before_after.py
@@ -0,0 +1,512 @@
+#!/usr/bin/env python3
+"""Render the #66 mitigation before/after comparison export.
+
+The source of truth is the paper-grade post-PR175 mitigation cohort summary plus
+the tracked raw benchmark artifacts. This keeps
+``results/metrics/mitigation_before_after.csv`` as the stable paper-facing
+comparison path without preserving superseded post-PR180 diagnostic rows.
+"""
+
+from __future__ import annotations
+
+import csv
+import json
+from collections import Counter
+from datetime import datetime
+from pathlib import Path
+from typing import Any
+
+ROOT = Path(__file__).resolve().parents[1]
+METRICS_DIR = ROOT / "results" / "metrics"
+SOURCE_SUMMARY = METRICS_DIR / "gcp_post175_mitigation_4tier_summary.csv"
+SCORE_SOURCE = METRICS_DIR / "scenario_scores.jsonl"
+OUTPUT_CSV = METRICS_DIR / "mitigation_before_after.csv"
+
+FIELDNAMES = [
+    "lane",
+    "phase",
+    "run_name",
+    "cell",
+    "orchestration_mode",
+    "mcp_mode",
+    "model_id",
+    "slurm_job_id",
+    "git_sha",
+    "scenario_set_name",
+    "scenario_set_hash",
+    "experiment_family",
+    "experiment_cell",
+    "wandb_run_url",
+    "benchmark_config_path",
+    "benchmark_summary_path",
+    "host_name",
+    "gpu_type",
+    "run_status",
+    "finished_at",
+    "scenarios_attempted",
+    "scenarios_completed",
+    "success_rate",
+    "failure_count",
+    "wall_clock_seconds_total",
+    "latency_seconds_mean",
+    "latency_seconds_p50",
+    "latency_seconds_p95",
+    "mcp_latency_seconds_mean",
+    "mcp_latency_seconds_p95",
+    "tool_latency_seconds_mean",
+    "tool_call_count_total",
+    "tool_call_count_mean",
+    "tool_error_count",
+    "input_tokens_total",
+    "output_tokens_total",
+    "tokens_per_second_mean",
+    "judge_score_mean",
+    "judge_score_p50",
+    "judge_score_p95",
+    "judge_score_p5",
+    "judge_pass_rate",
+    "benchmark_run_dir",
+    "profiling_dir",
+    "torch_profile_dir",
+    "replay_dir",
+    "profiling_summary",
+    "profiling_gpu_util_mean",
+    "profiling_gpu_util_max",
+    "profiling_gpu_mem_used_mib_mean",
+    "profiling_gpu_mem_used_mib_max",
+    "profiling_power_draw_w_mean",
+    "profiling_power_draw_w_max",
+    "mitigation_name",
+    "mitigation_enabled",
+    "mitigation_guard_triggered",
+    "mitigation_guard_blocked_final_answer",
+    "mitigation_guard_blocked_work_order",
+    "repair_attempt_count",
+    "repair_success_rate",
+    "supported_success_after_repair_rate",
+    "fault_risk_adjudication_decision",
+    "comparison_status",
+    "notes",
+]
+
+PHASE_BY_ROW_GROUP = {
+    "YS_BASELINE": "baseline",
+    "YS_GUARD": "guard",
+    "YS_REPAIR": "repair",
+    "YS_ADJ": "adjudication",
+    "ZS_BASELINE": "baseline",
+    "ZS_GUARD": "guard",
+    "ZS_REPAIR": "repair",
+    "ZS_ADJ": "adjudication",
+}
+
+MITIGATION_BY_PHASE = {
+    "baseline": "baseline",
+    "guard": "missing_evidence_final_answer_guard",
+    "repair": "missing_evidence_retry_replan_guard",
+    "adjudication": "explicit_fault_risk_adjudication_step",
+}
+
+DISPLAY_CELL_BY_LANE = {
+    "YS": "PE-S-M",
+    "ZS": "V-S-M",
+}
+
+ORDER = {
+    "YS_BASELINE": 0,
+    "YS_GUARD": 1,
+    "YS_REPAIR": 2,
+    "YS_ADJ": 3,
+    "ZS_BASELINE": 4,
+    "ZS_GUARD": 5,
+    "ZS_REPAIR": 6,
+    "ZS_ADJ": 7,
+}
+
+HOST_NAME = "smartgrid-a100-ixqt-uswest3-20260503-2116"
+GPU_TYPE = "NVIDIA A100-SXM4-40GB"
+SCENARIO_SET_NAME = "mitigation15_4tier"
+COMPARISON_STATUS = "paper_grade_post175_matched"
+
+
+def fmt(value: Any, digits: int = 6) -> str:
+    if value is None or value == "":
+        return ""
+    if isinstance(value, bool):
+        return str(value).lower()
+    if isinstance(value, int):
+        return str(value)
+    if isinstance(value, float):
+        return f"{value:.{digits}f}".rstrip("0").rstrip(".")
+    return str(value)
+
+
+def percentile(values: list[float], q: float) -> float | None:
+    if not values:
+        return None
+    ordered = sorted(values)
+    if len(ordered) == 1:
+        return ordered[0]
+    pos = (len(ordered) - 1) * q
+    low = int(pos)
+    high = min(low + 1, len(ordered) - 1)
+    frac = pos - low
+    return ordered[low] * (1 - frac) + ordered[high] * frac
+
+
+def load_json(path: Path) -> dict[str, Any]:
+    with path.open() as f:
+        return json.load(f)
+
+
+def load_scores_by_run() -> dict[str, list[dict[str, Any]]]:
+    scores: dict[str, list[dict[str, Any]]] = {}
+    with SCORE_SOURCE.open() as f:
+        for line in f:
+            row = json.loads(line)
+            scores.setdefault(row["run_name"], []).append(row)
+    return scores
+
+
+def load_latencies(run_dir: Path) -> list[float]:
+    latencies_path = run_dir / "latencies.jsonl"
+    values: list[float] = []
+    with latencies_path.open() as f:
+        for line in f:
+            row = json.loads(line)
+            values.append(float(row["latency_seconds"]))
+    return values
+
+
+def iter_trial_json(run_dir: Path) -> list[Path]:
+    return sorted(run_dir.glob("*_run[0-9][0-9].json"))
+
+
+def wall_clock_seconds(meta: dict[str, Any]) -> float | None:
+    started = meta.get("started_at")
+    finished = meta.get("finished_at")
+    if not started or not finished:
+        return None
+    start_dt = datetime.fromisoformat(started)
+    finish_dt = datetime.fromisoformat(finished)
+    return (finish_dt - start_dt).total_seconds()
+
+
+def response_has_error(response: Any) -> bool:
+    if isinstance(response, dict):
+        return bool(response.get("error"))
+    return False
+
+
+def aggregate_trials(run_dir: Path) -> dict[str, Any]:
+    tool_calls = 0
+    tool_errors = 0
+    guard = Counter()
+    repair_records = 0
+    repair_triggered = 0
+    repair_attempts = 0
+    repair_successes = 0
+    repaired_successful_trials = 0
+    adjudication_decisions: Counter[str] = Counter()
+
+    for path in iter_trial_json(run_dir):
+        data = load_json(path)
+        for step in data.get("history") or []:
+            tool_calls += 1
+            if (
+                step.get("success") is False
+                or step.get("executor_success") is False
+                or step.get("error")
+                or response_has_error(step.get("response"))
+            ):
+                tool_errors += 1
+
+        guard_payload = data.get("mitigation_guard") or {}
+        if guard_payload:
+            guard["records"] += 1
+            for key in ("triggered", "blocked_final_answer", "blocked_work_order"):
+                if guard_payload.get(key):
+                    guard[key] += 1
+
+        repair_payload = data.get("mitigation_repair") or {}
+        if repair_payload:
+            repair_records += 1
+            if repair_payload.get("triggered"):
+                repair_triggered += 1
+            attempts = repair_payload.get("attempts") or []
+            repair_attempts += len(attempts)
+            if repair_payload.get("repaired"):
+                repair_successes += 1
+                if data.get("success"):
+                    repaired_successful_trials += 1
+
+        adjudication_payload = data.get("fault_risk_adjudication") or {}
+        if adjudication_payload:
+            decision = adjudication_payload.get("decision") or "unknown"
+            adjudication_decisions[decision] += 1
+
+    return {
+        "tool_call_count_total": tool_calls,
+        "tool_error_count": tool_errors,
+        "mitigation_guard_triggered": guard.get("triggered", 0),
+        "mitigation_guard_blocked_final_answer": guard.get("blocked_final_answer", 0),
+        "mitigation_guard_blocked_work_order": guard.get("blocked_work_order", 0),
+        "repair_records": repair_records,
+        "repair_triggered": repair_triggered,
+        "repair_attempt_count": repair_attempts,
+        "repair_success_count": repair_successes,
+        "repaired_successful_trials": repaired_successful_trials,
+        "fault_risk_adjudication_decision": ";".join(
+            f"{key}={adjudication_decisions[key]}"
+            for key in sorted(adjudication_decisions)
+        ),
+    }
+
+
+def validate_count(label: str, actual: int, expected: str, field: str) -> None:
+    expected_int = int(expected)
+    if actual != expected_int:
+        raise ValueError(
+            f"{label}: {field} count mismatch, expected {expected_int}, got {actual}"
+        )
+
+
+def validate_close(
+    label: str,
+    actual: float,
+    expected: str,
+    field: str,
+    tolerance: float = 5e-6,
+) -> None:
+    if expected == "":
+        return
+    expected_float = float(expected)
+    if abs(actual - expected_float) > tolerance:
+        raise ValueError(
+            f"{label}: {field} mismatch, expected {expected_float}, got {actual}"
+        )
+
+
+def judge_metrics(scores: list[dict[str, Any]]) -> dict[str, Any]:
+    score_values = [float(row["score_6d"]) for row in scores]
+    pass_count = sum(1 for row in scores if bool(row["pass"]))
+    return {
+        "judge_pass_count": pass_count,
+        "judge_pass_rate": pass_count / len(scores),
+        "judge_score_mean": sum(score_values) / len(score_values),
+        "judge_score_p50": percentile(score_values, 0.50),
+        "judge_score_p95": percentile(score_values, 0.95),
+        "judge_score_p5": percentile(score_values, 0.05),
+    }
+
+
+def collect_judge_metrics(
+    source_rows: list[dict[str, str]],
+    scores_by_run: dict[str, list[dict[str, Any]]],
+) -> dict[str, dict[str, Any]]:
+    metrics_by_label: dict[str, dict[str, Any]] = {}
+    for source_row in source_rows:
+        label = source_row["row_group"]
+        scores = scores_by_run.get(source_row["run_name"], [])
+        validate_count(label, len(scores), source_row["judge_count"], "judge")
+        metrics = judge_metrics(scores)
+        validate_count(
+            label,
+            metrics["judge_pass_count"],
+            source_row["judge_pass_count"],
+            "judge pass",
+        )
+        validate_close(
+            label,
+            metrics["judge_pass_rate"],
+            source_row["judge_pass_rate"],
+            "judge pass rate",
+        )
+        validate_close(
+            label,
+            metrics["judge_score_mean"],
+            source_row["judge_score_mean"],
+            "judge score mean",
+        )
+        validate_close(
+            label,
+            metrics["judge_score_p50"],
+            source_row["judge_score_p50"],
+            "judge score p50",
+        )
+        metrics_by_label[label] = metrics
+
+    for source_row in source_rows:
+        label = source_row["row_group"]
+        baseline_label = source_row.get("baseline_row_group")
+        if not baseline_label or baseline_label == label:
+            continue
+        metrics = metrics_by_label[label]
+        baseline = metrics_by_label[baseline_label]
+        pass_lift = metrics["judge_pass_rate"] - baseline["judge_pass_rate"]
+        score_lift = metrics["judge_score_mean"] - baseline["judge_score_mean"]
+        validate_close(
+            label,
+            pass_lift,
+            source_row["pass_rate_lift_vs_baseline"],
+            "pass-rate lift vs baseline",
+        )
+        validate_close(
+            label,
+            score_lift,
+            source_row["score_mean_lift_vs_baseline"],
+            "score-mean lift vs baseline",
+        )
+        metrics["pass_rate_lift_vs_baseline"] = pass_lift
+        metrics["score_mean_lift_vs_baseline"] = score_lift
+
+    return metrics_by_label
+
+
+def build_row(
+    source_row: dict[str, str],
+    metrics_by_label: dict[str, dict[str, Any]],
+) -> dict[str, str]:
+    label = source_row["row_group"]
+    run_name = source_row["run_name"]
+    run_dir = ROOT / source_row["run_dir"]
+    meta = load_json(run_dir / "meta.json")
+    latencies = load_latencies(run_dir)
+    trials = iter_trial_json(run_dir)
+
+    validate_count(label, len(trials), source_row["raw_json_count"], "raw JSON")
+    validate_count(label, len(latencies), source_row["latency_count"], "latency")
+
+    aggregates = aggregate_trials(run_dir)
+    metrics = metrics_by_label[label]
+    lane = label.split("_", 1)[0]
+    phase = PHASE_BY_ROW_GROUP[label]
+    attempted = int(meta.get("total_runs") or source_row["raw_json_count"])
+    completed = int(meta.get("pass") or 0)
+    failed = int(meta.get("fail") or (attempted - completed))
+
+    repair_success_rate = ""
+    supported_success_after_repair_rate = ""
+    if phase in {"repair", "adjudication"}:
+        repair_triggered = aggregates["repair_triggered"]
+        if repair_triggered:
+            repair_success_rate = fmt(
+                aggregates["repair_success_count"] / repair_triggered
+            )
+        supported_success_after_repair_rate = fmt(
+            aggregates["repaired_successful_trials"] / attempted
+        )
+
+    notes_parts = [
+        f"label={label}",
+        f"cohort={source_row['cohort']}",
+        f"batch={source_row['batch_prefix']}",
+        f"raw_json_count={source_row['raw_json_count']}",
+        f"latency_count={source_row['latency_count']}",
+        f"judge_count={source_row['judge_count']}",
+    ]
+    if source_row.get("baseline_row_group") and phase != "baseline":
+        notes_parts.append(f"baseline_row_group={source_row['baseline_row_group']}")
+    if "pass_rate_lift_vs_baseline" in metrics:
+        notes_parts.append(
+            f"pass_rate_lift_vs_baseline={fmt(metrics['pass_rate_lift_vs_baseline'])}"
+        )
+    if "score_mean_lift_vs_baseline" in metrics:
+        notes_parts.append(
+            f"score_mean_lift_vs_baseline={fmt(metrics['score_mean_lift_vs_baseline'])}"
+        )
+
+    row = {field: "" for field in FIELDNAMES}
+    row.update(
+        {
+            "lane": lane,
+            "phase": phase,
+            "run_name": run_name,
+            "cell": DISPLAY_CELL_BY_LANE[lane],
+            "orchestration_mode": meta.get("orchestration_mode", ""),
+            "mcp_mode": meta.get("mcp_mode", ""),
+            "model_id": source_row["model_id"],
+            "git_sha": source_row["git_sha"],
+            "scenario_set_name": SCENARIO_SET_NAME,
+            "experiment_family": meta.get("experiment_family", ""),
+            "experiment_cell": meta.get("experiment_cell", ""),
+            "wandb_run_url": meta.get("wandb_run_url", ""),
+            "benchmark_config_path": meta.get("benchmark_config_path", ""),
+            "benchmark_summary_path": meta.get("benchmark_summary_path", ""),
+            "host_name": HOST_NAME,
+            "gpu_type": GPU_TYPE,
+            "run_status": meta.get("run_status", ""),
+            "finished_at": meta.get("finished_at", ""),
+            "scenarios_attempted": fmt(attempted),
+            "scenarios_completed": fmt(completed),
+            "success_rate": fmt(completed / attempted if attempted else None),
+            "failure_count": fmt(failed),
+            "wall_clock_seconds_total": fmt(wall_clock_seconds(meta), 2),
+            "latency_seconds_mean": fmt(sum(latencies) / len(latencies), 4),
+            "latency_seconds_p50": fmt(percentile(latencies, 0.50), 4),
+            "latency_seconds_p95": fmt(percentile(latencies, 0.95), 4),
+            "tool_call_count_total": fmt(aggregates["tool_call_count_total"]),
+            "tool_call_count_mean": fmt(
+                aggregates["tool_call_count_total"] / attempted if attempted else None
+            ),
+            "tool_error_count": fmt(aggregates["tool_error_count"]),
+            "judge_score_mean": fmt(metrics["judge_score_mean"]),
+            "judge_score_p50": fmt(metrics["judge_score_p50"], 4),
+            "judge_score_p95": fmt(metrics["judge_score_p95"], 4),
+            "judge_score_p5": fmt(metrics["judge_score_p5"], 4),
+            "judge_pass_rate": fmt(metrics["judge_pass_rate"]),
+            "benchmark_run_dir": source_row["run_dir"],
+            "mitigation_name": MITIGATION_BY_PHASE[phase],
+            "mitigation_enabled": fmt(phase != "baseline"),
+            "mitigation_guard_triggered": (
+                fmt(aggregates["mitigation_guard_triggered"])
+                if phase != "baseline"
+                else ""
+            ),
+            "mitigation_guard_blocked_final_answer": (
+                fmt(aggregates["mitigation_guard_blocked_final_answer"])
+                if phase != "baseline"
+                else ""
+            ),
+            "mitigation_guard_blocked_work_order": (
+                fmt(aggregates["mitigation_guard_blocked_work_order"])
+                if phase != "baseline"
+                else ""
+            ),
+            "repair_attempt_count": (
+                fmt(aggregates["repair_attempt_count"])
+                if phase in {"repair", "adjudication"}
+                else ""
+            ),
+            "repair_success_rate": repair_success_rate,
+            "supported_success_after_repair_rate": supported_success_after_repair_rate,
+            "fault_risk_adjudication_decision": (
+                aggregates["fault_risk_adjudication_decision"]
+                if phase == "adjudication"
+                else ""
+            ),
+            "comparison_status": COMPARISON_STATUS,
+            "notes": "; ".join(notes_parts),
+        }
+    )
+    return row
+
+
+def main() -> None:
+    scores_by_run = load_scores_by_run()
+    with SOURCE_SUMMARY.open() as f:
+        source_rows = sorted(csv.DictReader(f), key=lambda row: ORDER[row["row_group"]])
+
+    metrics_by_label = collect_judge_metrics(source_rows, scores_by_run)
+    rows = [build_row(row, metrics_by_label) for row in source_rows]
+
+    with OUTPUT_CSV.open("w", newline="") as f:
+        writer = csv.DictWriter(f, fieldnames=FIELDNAMES, lineterminator="\n")
+        writer.writeheader()
+        writer.writerows(rows)
+
+    print(f"Wrote {OUTPUT_CSV.relative_to(ROOT)} ({len(rows)} rows)")
+
+
+if __name__ == "__main__":
+    main()
diff --git a/code/scripts/run_exp1_ab_capture.sh b/code/scripts/run_exp1_ab_capture.sh
index 406747b12791ca6dbcf21f4b09ea69167268e6e0..8043d05195b7089e025ae2bb08bb4ee29c8bdf89 100644
--- a/code/scripts/run_exp1_ab_capture.sh
+++ b/code/scripts/run_exp1_ab_capture.sh
@@ -119,7 +119,7 @@ echo "Cell B prof:  $CELL_B_PROF"
 echo ""
 echo "Next steps:"
 echo "  1. Check both summary.json files above for pass/fail counts."
-echo "  2. Verify WandB runs at https://wandb.ai/assetopsbench-smartgrid/assetopsbench-smartgrid"
+echo "  2. Verify WandB runs in your configured W&B project"
 echo "  3. Add a docs/validation_log.md entry referencing these run dirs and the WandB run URLs."
 echo "  4. Run Notebook 02 parser checks against the latencies.jsonl files:"
 echo "       $CELL_A_BENCH/latencies.jsonl"
diff --git a/code/scripts/setup_insomnia.sh b/code/scripts/setup_insomnia.sh
index 7d745d64deb5417d0f3f77dbf4fcf17b3fd31a3a..e0441a5543132723144c0f9f75413fa52ea6fce1 100644
--- a/code/scripts/setup_insomnia.sh
+++ b/code/scripts/setup_insomnia.sh
@@ -2,7 +2,7 @@
 # One-time setup for vLLM + Llama-3.1-8B-Instruct on Insomnia.
 #
 # The team operates out of a single shared checkout in edu scratch:
-#     /insomnia001/depts/edu/users/team13/hpml-assetopsbench-smart-grid-mcp
+#     /path/to/smartgridbench
 # Only (re)run this script after coordinating with the team — the venv it
 # creates is shared across everyone, and wiping it mid-job breaks in-flight
 # work.
@@ -18,10 +18,10 @@
 #   2. Create a HF access token (Read scope only) at
 #          https://huggingface.co/settings/tokens
 #      and export it in your shell:
-#          export HF_TOKEN=hf_yourtokenhere
+#          export HF_TOKEN=<huggingface_token>
 #
 #   3. SSH into Insomnia and cd to the shared team checkout:
-#          cd /insomnia001/depts/edu/users/team13/hpml-assetopsbench-smart-grid-mcp
+#          cd /path/to/smartgridbench
 #
 #   4. Run this script.
 #
@@ -44,8 +44,8 @@
 #   contract around this pin.
 #
 # Usage:
-#   cd /insomnia001/depts/edu/users/team13/hpml-assetopsbench-smart-grid-mcp
-#   export HF_TOKEN=hf_...
+#   cd /path/to/smartgridbench
+#   export HF_TOKEN=<huggingface_token>
 #   bash scripts/setup_insomnia.sh
 #
 # See also: docs/insomnia_runbook.md (cluster gotchas), docs/runbook.md
diff --git a/code/scripts/vllm_serve.sh b/code/scripts/vllm_serve.sh
index f70b6c019c6a0928981301e350d374a4a7caf9cd..01e369228b50607edf3ffaee69c2f35ecf86b53f 100644
--- a/code/scripts/vllm_serve.sh
+++ b/code/scripts/vllm_serve.sh
@@ -19,7 +19,7 @@
 # `--chdir=/path/to/repo` to the sbatch invocation.
 #
 # Usage (with BEGIN/END/FAIL email notifications):
-#   cd /insomnia001/depts/edu/users/team13/hpml-assetopsbench-smart-grid-mcp
+#   cd /path/to/smartgridbench
 #   sbatch --mail-type=BEGIN,END,FAIL --mail-user=<email> scripts/vllm_serve.sh
 #
 # Or without notifications:
diff --git a/code/tests/test_aat_runner.py b/code/tests/test_aat_runner.py
index 2a39a96909c87b5dee9dadeadadcdd346186dbb1..3560638551c429930fbfb7dcc0e408299de3815d 100644
--- a/code/tests/test_aat_runner.py
+++ b/code/tests/test_aat_runner.py
@@ -314,7 +314,7 @@ def test_json_default_serializes_numpy_datetime64_when_available():
 
 
 def test_json_default_rejects_numpy_array():
-    """numpy.ndarray must raise TypeError, not silently stringify (the reviewer's M5)."""
+    """numpy.ndarray must raise TypeError, not silently stringify (Anonymous reviewer's M5)."""
     np = pytest.importorskip("numpy")
     from scripts.aat_runner import _json_default
 
diff --git a/code/tests/test_aat_tools_direct.py b/code/tests/test_aat_tools_direct.py
index fbf7f20aa94fc74c65199728bc5a1aa7859668ed..dc5dd756f8590eb475ca5890684fb76c61935a1e 100644
--- a/code/tests/test_aat_tools_direct.py
+++ b/code/tests/test_aat_tools_direct.py
@@ -124,7 +124,7 @@ def test_direct_and_mcp_tool_schemas_match(monkeypatch):
         f"Cell A and Cell B tool surfaces diverge.\n"
         f"Only in direct_adapter: {direct_names - mcp_names}\n"
         f"Only in MCP stdio:      {mcp_names - direct_names}\n"
-        f"If tanisha's MCP server hardening renamed or added tools, "
+        f"If MCP server hardening renamed or added tools, "
         f"resync mcp_servers/direct_adapter.py."
     )
     assert direct_schemas == mcp_schemas
diff --git a/code/tests/test_run_experiment_summary.py b/code/tests/test_run_experiment_summary.py
index 3f5d3d41fef15eb8c135bee5011fdec0663a98e7..6164d25c8a8238dabacb47613ad4257b9ae43ee7 100644
--- a/code/tests/test_run_experiment_summary.py
+++ b/code/tests/test_run_experiment_summary.py
@@ -252,7 +252,7 @@ def test_summary_aggregates_token_usage_when_trials_report_it(tmp_path):
     assert summary["tokens_usage_trial_count"] == 2
     # End-to-end agent throughput = output_tokens_total / wall_clock_seconds_total
     # = 450 / 10.0 = 45.0 tok/s. (Includes tool-call + MCP time in denominator
-    # per the reviewer's review note — this is NOT pure model-decode tok/s.)
+    # per Anonymous reviewer's review note — this is NOT pure model-decode tok/s.)
     assert summary["tokens_per_second_mean"] == 45.0
 
 
diff --git a/code/tests/test_watsonx_env.py b/code/tests/test_watsonx_env.py
index cd7a3ece7791df4a198fc261ce1cba3e707875ed..ce65bd6f15888445a5eb44ce09cf450a4a34d800 100644
--- a/code/tests/test_watsonx_env.py
+++ b/code/tests/test_watsonx_env.py
@@ -109,7 +109,7 @@ def test_empty_string_source_is_treated_as_absent(monkeypatch):
 
 # ---------------------------------------------------------------------------
 # Generator integration: call_llm() with a non-WatsonX model must NOT mutate
-# WX_* env vars. Per the reviewer's review: the alias should only fire on watsonx/*.
+# WX_* env vars. Per Anonymous reviewer's review: the alias should only fire on watsonx/*.
 # ---------------------------------------------------------------------------
 
 
diff --git a/croissant.json b/croissant.json
index 6146e88e1b0733c3d3115d2fbbbad67f010c4a30..034510438ba1f6676a6543fc0c5cf6228fc40ab9 100644
--- a/croissant.json
+++ b/croissant.json
@@ -2,51 +2,73 @@
   "@context": {
     "@language": "en",
     "@vocab": "https://schema.org/",
-    "cr": "http://mlcommons.org/croissant/",
-    "dct": "http://purl.org/dc/terms/",
-    "sc": "https://schema.org/",
+    "citeAs": "cr:citeAs",
+    "column": "cr:column",
     "conformsTo": "dct:conformsTo",
-    "fileObject": "cr:fileObject",
-    "fileSet": "cr:fileSet",
-    "recordSet": "cr:recordSet",
-    "field": "cr:field",
+    "cr": "http://mlcommons.org/croissant/",
+    "data": {
+      "@id": "cr:data",
+      "@type": "@json"
+    },
     "dataType": {
       "@id": "cr:dataType",
       "@type": "@vocab"
     },
-    "source": "cr:source",
+    "dct": "http://purl.org/dc/terms/",
+    "examples": {
+      "@id": "cr:examples",
+      "@type": "@json"
+    },
     "extract": "cr:extract",
-    "column": "cr:column"
+    "field": "cr:field",
+    "fileObject": "cr:fileObject",
+    "fileProperty": "cr:fileProperty",
+    "fileSet": "cr:fileSet",
+    "format": "cr:format",
+    "includes": "cr:includes",
+    "isLiveDataset": "cr:isLiveDataset",
+    "jsonPath": "cr:jsonPath",
+    "key": "cr:key",
+    "md5": "cr:md5",
+    "parentField": "cr:parentField",
+    "path": "cr:path",
+    "recordSet": "cr:recordSet",
+    "references": "cr:references",
+    "regex": "cr:regex",
+    "repeated": "cr:repeated",
+    "replace": "cr:replace",
+    "sc": "https://schema.org/",
+    "separator": "cr:separator",
+    "source": "cr:source",
+    "subField": "cr:subField",
+    "transform": "cr:transform"
   },
   "@type": "sc:Dataset",
   "@id": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact",
   "name": "SmartGridBench Review Artifact",
-  "alternateName": [
-    "SmartGridBench",
-    "smartgridbench-review-artifact"
-  ],
-  "description": "Anonymous NeurIPS 2026 reviewer artifact for SmartGridBench: Smart Grid transformer-maintenance scenarios, evidence registries, judged run summaries, and manual judge-audit metadata for tool-using language-agent evaluation.",
+  "alternateName": "SmartGridBench",
+  "description": "Anonymous NeurIPS 2026 reviewer artifact for SmartGridBench: Smart Grid transformer-maintenance scenarios (31 hand-authored plus 5 promoted generated), evidence registries, judged run summaries, mitigation before/after evidence, profiling inventory, and manual audit metadata for tool-using language-agent evaluation.",
   "url": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact",
   "sameAs": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact",
   "version": "neurips2026-review-v1",
-  "datePublished": "2026-05-06",
+  "datePublished": "2026-05-07T10:35:14Z",
   "license": "https://creativecommons.org/licenses/by/4.0/",
-  "creator": {
-    "@type": "Organization",
-    "name": "Anonymous Authors"
-  },
+  "creator": [
+    {
+      "@type": "Organization",
+      "name": "Anonymous"
+    }
+  ],
   "publisher": {
     "@type": "Organization",
-    "name": "Anonymous Authors"
+    "name": "Anonymous"
   },
   "keywords": [
     "smart grid",
-    "transformer maintenance",
-    "agent benchmark",
-    "Model Context Protocol",
-    "tool-use",
-    "LLM evaluation",
-    "Croissant"
+    "benchmark",
+    "tool use",
+    "model context protocol",
+    "LLM evaluation"
   ],
   "conformsTo": "http://mlcommons.org/croissant/1.0",
   "distribution": [
@@ -76,6 +98,42 @@
       "encodingFormat": "text/csv",
       "sha256": "62467e129bfa8d133a71654d5ed4be2b636d9d1c465317dbd98feefb60127417"
     },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/failure_taxonomy_current.csv",
+      "name": "data/failure_taxonomy_current.csv",
+      "description": "Current paper-facing failure-taxonomy table with manual-audit annotations and private W&B URLs redacted.",
+      "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/data/failure_taxonomy_current.csv",
+      "encodingFormat": "text/csv",
+      "sha256": "bcb7b5b189ec6acf537bb87dac508e3b35a4a2679aaa4810d8fef55b21946eda"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/failure_taxonomy_current_auto_label_counts.csv",
+      "name": "data/failure_taxonomy_current_auto_label_counts.csv",
+      "description": "CSV table `data/failure_taxonomy_current_auto_label_counts.csv` from the SmartGridBench reviewer artifact.",
+      "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/data/failure_taxonomy_current_auto_label_counts.csv",
+      "encodingFormat": "text/csv",
+      "sha256": "1b5db00c2cebe4aef83737f06d9b81c934c1b726547a11a98411dc7d5009c787"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/failure_taxonomy_current_failed_dim_counts.csv",
+      "name": "data/failure_taxonomy_current_failed_dim_counts.csv",
+      "description": "CSV table `data/failure_taxonomy_current_failed_dim_counts.csv` from the SmartGridBench reviewer artifact.",
+      "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/data/failure_taxonomy_current_failed_dim_counts.csv",
+      "encodingFormat": "text/csv",
+      "sha256": "985b8a4688db7d53efe2f535e09f62f4b3b28a89db78da1e22d86b95006e1c84"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/failure_taxonomy_current_manual_audit_counts.csv",
+      "name": "data/failure_taxonomy_current_manual_audit_counts.csv",
+      "description": "CSV table `data/failure_taxonomy_current_manual_audit_counts.csv` from the SmartGridBench reviewer artifact.",
+      "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/data/failure_taxonomy_current_manual_audit_counts.csv",
+      "encodingFormat": "text/csv",
+      "sha256": "afe592e6f48cf8d9fbd584cf6d7c2571ea80613f2664eae8e6805875fe66f5b8"
+    },
     {
       "@type": "cr:FileObject",
       "@id": "data/gcp_post175_70b_summary.csv",
@@ -125,10 +183,10 @@
       "@type": "cr:FileObject",
       "@id": "data/mitigation_before_after.csv",
       "name": "data/mitigation_before_after.csv",
-      "description": "CSV table `data/mitigation_before_after.csv` from the SmartGridBench reviewer artifact.",
+      "description": "Current post-PR175 mitigation before/after comparison export with private URLs and local generated-config paths redacted.",
       "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/data/mitigation_before_after.csv",
       "encodingFormat": "text/csv",
-      "sha256": "44da16644bea685b1a7d72501539464679a37ba1e040fae97bc4497bc2e98565"
+      "sha256": "eb6e9dc2af299e0daaf1fe96c4f061d0f00525d2d76eacc5ff09c44b9436ec0b"
     },
     {
       "@type": "cr:FileObject",
@@ -148,36 +206,77 @@
       "encodingFormat": "text/csv",
       "sha256": "e09dc47ec123f94b1a2858bc4aa388114309b93d8d03ac46b1c673f05367d13d"
     },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/profiling_inventory.csv",
+      "name": "data/profiling_inventory.csv",
+      "description": "Compact profiling/W&B inventory with private run URLs, run IDs, and artifact names redacted.",
+      "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/data/profiling_inventory.csv",
+      "encodingFormat": "text/csv",
+      "sha256": "26f0de100078959ef8b9605e1216e71e5c9ef6731bbfb7d14fa04e31faf2706a"
+    },
     {
       "@type": "cr:FileObject",
       "@id": "data/scenario_catalog.csv",
       "name": "data/scenario_catalog.csv",
-      "description": "CSV table `data/scenario_catalog.csv` from the SmartGridBench reviewer artifact.",
+      "description": "CSV catalog for the 36 canonical SmartGridBench scenario JSON files.",
       "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/data/scenario_catalog.csv",
       "encodingFormat": "text/csv",
-      "sha256": "32103fe08727fed8227e3077732132dd534fc879e10e6bfff5f4c1536660c1f6"
+      "sha256": "b4a63454d9acab66695dc5df15639862d52d3c73d7cef7125b1a87cfe4551dc3"
     },
     {
-      "@type": "cr:FileSet",
+      "@type": "cr:FileObject",
       "@id": "scenarios",
       "name": "scenarios",
-      "description": "Canonical hand-authored scenario JSON files",
-      "containedIn": {
-        "@id": "repository"
-      },
+      "description": "Canonical scenario JSON files: 31 hand-authored plus 5 promoted generated scenarios.",
+      "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/tree/main/scenarios",
       "encodingFormat": "application/json",
       "includes": "scenarios/*.json"
     },
     {
-      "@type": "cr:FileSet",
+      "@type": "cr:FileObject",
       "@id": "negative_checks",
       "name": "negative_checks",
-      "description": "Negative schema-check fixture JSON files",
-      "containedIn": {
-        "@id": "repository"
-      },
+      "description": "Invalid schema fixtures used to exercise validator failure paths.",
+      "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/tree/main/negative_checks",
       "encodingFormat": "application/json",
       "includes": "negative_checks/*.json"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/audit/issue194_decisions.tsv",
+      "name": "data/audit/issue194_decisions.tsv",
+      "description": "Manual audit decision table with reviewer identities redacted.",
+      "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/data/audit/issue194_decisions.tsv",
+      "encodingFormat": "text/tab-separated-values",
+      "sha256": "b63aae0c760afe9610818fab37c4d63045ae6660d911bf08ee798ae98602839e"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "data/audit/issue194_recurring_patterns.json",
+      "name": "data/audit/issue194_recurring_patterns.json",
+      "description": "Manual audit recurring-pattern sidecar JSON.",
+      "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/data/audit/issue194_recurring_patterns.json",
+      "encodingFormat": "application/json",
+      "sha256": "fa1ffaab4b3373a260049effac5480fcdcca56514953835960723e65f194add9"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "docs/failure_taxonomy_audit_2026-05-07.md",
+      "name": "docs/failure_taxonomy_audit_2026-05-07.md",
+      "description": "Failure-taxonomy audit note used to interpret the current failure-taxonomy surface.",
+      "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/docs/failure_taxonomy_audit_2026-05-07.md",
+      "encodingFormat": "text/markdown",
+      "sha256": "c28e7955ec7f9e5e52cebb29b4118e4248d3763f914f5f2c21195bb4810623f4"
+    },
+    {
+      "@type": "cr:FileObject",
+      "@id": "figures/failure_taxonomy_current_auto_label_counts.svg",
+      "name": "figures/failure_taxonomy_current_auto_label_counts.svg",
+      "description": "Current failure-taxonomy auto-label count figure.",
+      "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/figures/failure_taxonomy_current_auto_label_counts.svg",
+      "encodingFormat": "image/svg+xml",
+      "sha256": "e5052f6a311103416a7d85d82094ff5ada7bddc31a28c74e18666223d8e2fe0a"
     }
   ],
   "recordSet": [
@@ -192,7 +291,7 @@
           "@id": "evidence_registry/registry_version",
           "name": "registry_version",
           "description": "Column `registry_version` from `data/evidence_registry.csv`.",
-          "dataType": "sc:Float",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/evidence_registry.csv"
@@ -357,7 +456,7 @@
           "@id": "evidence_registry/trials",
           "name": "trials",
           "description": "Column `trials` from `data/evidence_registry.csv`.",
-          "dataType": "sc:Float",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/evidence_registry.csv"
@@ -372,7 +471,7 @@
           "@id": "evidence_registry/scenario_count",
           "name": "scenario_count",
           "description": "Column `scenario_count` from `data/evidence_registry.csv`.",
-          "dataType": "sc:Float",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/evidence_registry.csv"
@@ -387,7 +486,7 @@
           "@id": "evidence_registry/raw_json_count",
           "name": "raw_json_count",
           "description": "Column `raw_json_count` from `data/evidence_registry.csv`.",
-          "dataType": "sc:Float",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/evidence_registry.csv"
@@ -402,7 +501,7 @@
           "@id": "evidence_registry/latency_count",
           "name": "latency_count",
           "description": "Column `latency_count` from `data/evidence_registry.csv`.",
-          "dataType": "sc:Float",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/evidence_registry.csv"
@@ -417,7 +516,7 @@
           "@id": "evidence_registry/judge_count",
           "name": "judge_count",
           "description": "Column `judge_count` from `data/evidence_registry.csv`.",
-          "dataType": "sc:Float",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/evidence_registry.csv"
@@ -560,7 +659,7 @@
           "@id": "failure_evidence_table/trial_index",
           "name": "trial_index",
           "description": "Column `trial_index` from `data/failure_evidence_table.csv`.",
-          "dataType": "sc:Float",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/failure_evidence_table.csv"
@@ -679,327 +778,319 @@
     },
     {
       "@type": "cr:RecordSet",
-      "@id": "gcp_post175_70b_summary",
-      "name": "gcp_post175_70b_summary",
-      "description": "Tabular records from `data/gcp_post175_70b_summary.csv`.",
+      "@id": "failure_taxonomy_current",
+      "name": "failure_taxonomy_current",
+      "description": "Tabular records from `data/failure_taxonomy_current.csv`.",
       "field": [
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/cohort",
-          "name": "cohort",
-          "description": "Column `cohort` from `data/gcp_post175_70b_summary.csv`.",
-          "dataType": "sc:Text",
+          "@id": "failure_taxonomy_current/paper_eligible",
+          "name": "paper_eligible",
+          "description": "Column `paper_eligible` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "cohort"
+              "column": "paper_eligible"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/batch_prefix",
-          "name": "batch_prefix",
-          "description": "Column `batch_prefix` from `data/gcp_post175_70b_summary.csv`.",
+          "@id": "failure_taxonomy_current/exclude_reason",
+          "name": "exclude_reason",
+          "description": "Column `exclude_reason` from `data/failure_taxonomy_current.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "batch_prefix"
+              "column": "exclude_reason"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/row_group",
-          "name": "row_group",
-          "description": "Column `row_group` from `data/gcp_post175_70b_summary.csv`.",
+          "@id": "failure_taxonomy_current/auto_taxonomy_label",
+          "name": "auto_taxonomy_label",
+          "description": "Column `auto_taxonomy_label` from `data/failure_taxonomy_current.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "row_group"
+              "column": "auto_taxonomy_label"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/run_name",
-          "name": "run_name",
-          "description": "Column `run_name` from `data/gcp_post175_70b_summary.csv`.",
+          "@id": "failure_taxonomy_current/failed_dims",
+          "name": "failed_dims",
+          "description": "Column `failed_dims` from `data/failure_taxonomy_current.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "run_name"
+              "column": "failed_dims"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/run_dir",
-          "name": "run_dir",
-          "description": "Column `run_dir` from `data/gcp_post175_70b_summary.csv`.",
-          "dataType": "sc:Text",
+          "@id": "failure_taxonomy_current/failed_dim_count",
+          "name": "failed_dim_count",
+          "description": "Column `failed_dim_count` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "run_dir"
+              "column": "failed_dim_count"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/raw_json_count",
-          "name": "raw_json_count",
-          "description": "Column `raw_json_count` from `data/gcp_post175_70b_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/audit_status",
+          "name": "audit_status",
+          "description": "Column `audit_status` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "raw_json_count"
+              "column": "audit_status"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/latency_count",
-          "name": "latency_count",
-          "description": "Column `latency_count` from `data/gcp_post175_70b_summary.csv`.",
+          "@id": "failure_taxonomy_current/audit_decision",
+          "name": "audit_decision",
+          "description": "Column `audit_decision` from `data/failure_taxonomy_current.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "latency_count"
+              "column": "audit_decision"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/judge_count",
-          "name": "judge_count",
-          "description": "Column `judge_count` from `data/gcp_post175_70b_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/berkeley_label",
+          "name": "berkeley_label",
+          "description": "Column `berkeley_label` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "judge_count"
+              "column": "berkeley_label"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/judge_pass_count",
-          "name": "judge_pass_count",
-          "description": "Column `judge_pass_count` from `data/gcp_post175_70b_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/failure_stage",
+          "name": "failure_stage",
+          "description": "Column `failure_stage` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "judge_pass_count"
+              "column": "failure_stage"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/judge_pass_rate",
-          "name": "judge_pass_rate",
-          "description": "Column `judge_pass_rate` from `data/gcp_post175_70b_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/audit_note",
+          "name": "audit_note",
+          "description": "Column `audit_note` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "judge_pass_rate"
+              "column": "audit_note"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/judge_score_mean",
-          "name": "judge_score_mean",
-          "description": "Column `judge_score_mean` from `data/gcp_post175_70b_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/audit_decision_source",
+          "name": "audit_decision_source",
+          "description": "Column `audit_decision_source` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "judge_score_mean"
+              "column": "audit_decision_source"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/judge_score_p50",
-          "name": "judge_score_p50",
-          "description": "Column `judge_score_p50` from `data/gcp_post175_70b_summary.csv`.",
+          "@id": "failure_taxonomy_current/score_6d",
+          "name": "score_6d",
+          "description": "Column `score_6d` from `data/failure_taxonomy_current.csv`.",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "judge_score_p50"
+              "column": "score_6d"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/scenario_count",
-          "name": "scenario_count",
-          "description": "Column `scenario_count` from `data/gcp_post175_70b_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/pass",
+          "name": "pass",
+          "description": "Column `pass` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "scenario_count"
+              "column": "pass"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/trials",
-          "name": "trials",
-          "description": "Column `trials` from `data/gcp_post175_70b_summary.csv`.",
+          "@id": "failure_taxonomy_current/pass_threshold",
+          "name": "pass_threshold",
+          "description": "Column `pass_threshold` from `data/failure_taxonomy_current.csv`.",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "trials"
+              "column": "pass_threshold"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/git_sha",
-          "name": "git_sha",
-          "description": "Column `git_sha` from `data/gcp_post175_70b_summary.csv`.",
-          "dataType": "sc:Text",
+          "@id": "failure_taxonomy_current/dim_task_completion",
+          "name": "dim_task_completion",
+          "description": "Column `dim_task_completion` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "git_sha"
+              "column": "dim_task_completion"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/git_dirty",
-          "name": "git_dirty",
-          "description": "Column `git_dirty` from `data/gcp_post175_70b_summary.csv`.",
+          "@id": "failure_taxonomy_current/dim_data_retrieval_accuracy",
+          "name": "dim_data_retrieval_accuracy",
+          "description": "Column `dim_data_retrieval_accuracy` from `data/failure_taxonomy_current.csv`.",
           "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "git_dirty"
+              "column": "dim_data_retrieval_accuracy"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_70b_summary/model_id",
-          "name": "model_id",
-          "description": "Column `model_id` from `data/gcp_post175_70b_summary.csv`.",
-          "dataType": "sc:Text",
+          "@id": "failure_taxonomy_current/dim_agent_sequence_correct",
+          "name": "dim_agent_sequence_correct",
+          "description": "Column `dim_agent_sequence_correct` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_70b_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "model_id"
+              "column": "dim_agent_sequence_correct"
             }
           }
-        }
-      ]
-    },
-    {
-      "@type": "cr:RecordSet",
-      "@id": "gcp_post175_core31_summary",
-      "name": "gcp_post175_core31_summary",
-      "description": "Tabular records from `data/gcp_post175_core31_summary.csv`.",
-      "field": [
+        },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/cohort",
-          "name": "cohort",
-          "description": "Column `cohort` from `data/gcp_post175_core31_summary.csv`.",
-          "dataType": "sc:Text",
+          "@id": "failure_taxonomy_current/dim_clarity_and_justification",
+          "name": "dim_clarity_and_justification",
+          "description": "Column `dim_clarity_and_justification` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "cohort"
+              "column": "dim_clarity_and_justification"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/batch_prefix",
-          "name": "batch_prefix",
-          "description": "Column `batch_prefix` from `data/gcp_post175_core31_summary.csv`.",
-          "dataType": "sc:Text",
+          "@id": "failure_taxonomy_current/dim_generalized_result_verification",
+          "name": "dim_generalized_result_verification",
+          "description": "Column `dim_generalized_result_verification` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "batch_prefix"
+              "column": "dim_generalized_result_verification"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/row_group",
-          "name": "row_group",
-          "description": "Column `row_group` from `data/gcp_post175_core31_summary.csv`.",
-          "dataType": "sc:Text",
+          "@id": "failure_taxonomy_current/dim_hallucinations",
+          "name": "dim_hallucinations",
+          "description": "Column `dim_hallucinations` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "row_group"
+              "column": "dim_hallucinations"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/run_name",
+          "@id": "failure_taxonomy_current/run_name",
           "name": "run_name",
-          "description": "Column `run_name` from `data/gcp_post175_core31_summary.csv`.",
+          "description": "Column `run_name` from `data/failure_taxonomy_current.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
               "column": "run_name"
@@ -1008,181 +1099,211 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/run_dir",
-          "name": "run_dir",
-          "description": "Column `run_dir` from `data/gcp_post175_core31_summary.csv`.",
+          "@id": "failure_taxonomy_current/cohort_id",
+          "name": "cohort_id",
+          "description": "Column `cohort_id` from `data/failure_taxonomy_current.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "run_dir"
+              "column": "cohort_id"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/raw_json_count",
-          "name": "raw_json_count",
-          "description": "Column `raw_json_count` from `data/gcp_post175_core31_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/experiment_cell",
+          "name": "experiment_cell",
+          "description": "Column `experiment_cell` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "raw_json_count"
+              "column": "experiment_cell"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/latency_count",
-          "name": "latency_count",
-          "description": "Column `latency_count` from `data/gcp_post175_core31_summary.csv`.",
+          "@id": "failure_taxonomy_current/orchestration_mode",
+          "name": "orchestration_mode",
+          "description": "Column `orchestration_mode` from `data/failure_taxonomy_current.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "latency_count"
+              "column": "orchestration_mode"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/judge_count",
-          "name": "judge_count",
-          "description": "Column `judge_count` from `data/gcp_post175_core31_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/mcp_mode",
+          "name": "mcp_mode",
+          "description": "Column `mcp_mode` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "judge_count"
+              "column": "mcp_mode"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/judge_pass_count",
-          "name": "judge_pass_count",
-          "description": "Column `judge_pass_count` from `data/gcp_post175_core31_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "judge_pass_count"
+              "column": "model_id"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/judge_pass_rate",
-          "name": "judge_pass_rate",
-          "description": "Column `judge_pass_rate` from `data/gcp_post175_core31_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/judge_model",
+          "name": "judge_model",
+          "description": "Column `judge_model` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "judge_pass_rate"
+              "column": "judge_model"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/judge_score_mean",
-          "name": "judge_score_mean",
-          "description": "Column `judge_score_mean` from `data/gcp_post175_core31_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/scenario_id",
+          "name": "scenario_id",
+          "description": "Column `scenario_id` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "judge_score_mean"
+              "column": "scenario_id"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/judge_score_p50",
-          "name": "judge_score_p50",
-          "description": "Column `judge_score_p50` from `data/gcp_post175_core31_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/scenario_file",
+          "name": "scenario_file",
+          "description": "Column `scenario_file` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "judge_score_p50"
+              "column": "scenario_file"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/scenario_count",
-          "name": "scenario_count",
-          "description": "Column `scenario_count` from `data/gcp_post175_core31_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current/trial_index",
+          "name": "trial_index",
+          "description": "Column `trial_index` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "scenario_count"
+              "column": "trial_index"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/git_sha",
-          "name": "git_sha",
-          "description": "Column `git_sha` from `data/gcp_post175_core31_summary.csv`.",
+          "@id": "failure_taxonomy_current/trajectory_file",
+          "name": "trajectory_file",
+          "description": "Column `trajectory_file` from `data/failure_taxonomy_current.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "git_sha"
+              "column": "trajectory_file"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/git_dirty",
-          "name": "git_dirty",
-          "description": "Column `git_dirty` from `data/gcp_post175_core31_summary.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "failure_taxonomy_current/wandb_run_url",
+          "name": "wandb_run_url",
+          "description": "Column `wandb_run_url` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "git_dirty"
+              "column": "wandb_run_url"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_core31_summary/model_id",
-          "name": "model_id",
-          "description": "Column `model_id` from `data/gcp_post175_core31_summary.csv`.",
+          "@id": "failure_taxonomy_current/suggestions",
+          "name": "suggestions",
+          "description": "Column `suggestions` from `data/failure_taxonomy_current.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_core31_summary.csv"
+              "@id": "data/failure_taxonomy_current.csv"
             },
             "extract": {
-              "column": "model_id"
+              "column": "suggestions"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/scored_at",
+          "name": "scored_at",
+          "description": "Column `scored_at` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "scored_at"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/schema_version",
+          "name": "schema_version",
+          "description": "Column `schema_version` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "schema_version"
             }
           }
         }
@@ -1190,247 +1311,278 @@
     },
     {
       "@type": "cr:RecordSet",
-      "@id": "gcp_post175_final_summary",
-      "name": "gcp_post175_final_summary",
-      "description": "Tabular records from `data/gcp_post175_final_summary.csv`.",
+      "@id": "failure_taxonomy_current_auto_label_counts",
+      "name": "failure_taxonomy_current_auto_label_counts",
+      "description": "Tabular records from `data/failure_taxonomy_current_auto_label_counts.csv`.",
       "field": [
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/cohort",
-          "name": "cohort",
-          "description": "Column `cohort` from `data/gcp_post175_final_summary.csv`.",
+          "@id": "failure_taxonomy_current_auto_label_counts/auto_taxonomy_label",
+          "name": "auto_taxonomy_label",
+          "description": "Column `auto_taxonomy_label` from `data/failure_taxonomy_current_auto_label_counts.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_auto_label_counts.csv"
             },
             "extract": {
-              "column": "cohort"
+              "column": "auto_taxonomy_label"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/batch_prefix",
-          "name": "batch_prefix",
-          "description": "Column `batch_prefix` from `data/gcp_post175_final_summary.csv`.",
+          "@id": "failure_taxonomy_current_auto_label_counts/display_label",
+          "name": "display_label",
+          "description": "Column `display_label` from `data/failure_taxonomy_current_auto_label_counts.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_auto_label_counts.csv"
             },
             "extract": {
-              "column": "batch_prefix"
+              "column": "display_label"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/row_group",
-          "name": "row_group",
-          "description": "Column `row_group` from `data/gcp_post175_final_summary.csv`.",
-          "dataType": "sc:Text",
+          "@id": "failure_taxonomy_current_auto_label_counts/rows",
+          "name": "rows",
+          "description": "Column `rows` from `data/failure_taxonomy_current_auto_label_counts.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_auto_label_counts.csv"
             },
             "extract": {
-              "column": "row_group"
+              "column": "rows"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/run_name",
-          "name": "run_name",
-          "description": "Column `run_name` from `data/gcp_post175_final_summary.csv`.",
-          "dataType": "sc:Text",
+          "@id": "failure_taxonomy_current_auto_label_counts/percent_of_paper_failures",
+          "name": "percent_of_paper_failures",
+          "description": "Column `percent_of_paper_failures` from `data/failure_taxonomy_current_auto_label_counts.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_auto_label_counts.csv"
             },
             "extract": {
-              "column": "run_name"
+              "column": "percent_of_paper_failures"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/run_dir",
-          "name": "run_dir",
-          "description": "Column `run_dir` from `data/gcp_post175_final_summary.csv`.",
-          "dataType": "sc:Text",
+          "@id": "failure_taxonomy_current_auto_label_counts/source_rows",
+          "name": "source_rows",
+          "description": "Column `source_rows` from `data/failure_taxonomy_current_auto_label_counts.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_auto_label_counts.csv"
             },
             "extract": {
-              "column": "run_dir"
+              "column": "source_rows"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/raw_json_count",
-          "name": "raw_json_count",
-          "description": "Column `raw_json_count` from `data/gcp_post175_final_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current_auto_label_counts/source_csv",
+          "name": "source_csv",
+          "description": "Column `source_csv` from `data/failure_taxonomy_current_auto_label_counts.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_auto_label_counts.csv"
             },
             "extract": {
-              "column": "raw_json_count"
+              "column": "source_csv"
             }
           }
-        },
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "failure_taxonomy_current_failed_dim_counts",
+      "name": "failure_taxonomy_current_failed_dim_counts",
+      "description": "Tabular records from `data/failure_taxonomy_current_failed_dim_counts.csv`.",
+      "field": [
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/latency_count",
-          "name": "latency_count",
-          "description": "Column `latency_count` from `data/gcp_post175_final_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current_failed_dim_counts/failed_dim_count",
+          "name": "failed_dim_count",
+          "description": "Column `failed_dim_count` from `data/failure_taxonomy_current_failed_dim_counts.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_failed_dim_counts.csv"
             },
             "extract": {
-              "column": "latency_count"
+              "column": "failed_dim_count"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/judge_count",
-          "name": "judge_count",
-          "description": "Column `judge_count` from `data/gcp_post175_final_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current_failed_dim_counts/rows",
+          "name": "rows",
+          "description": "Column `rows` from `data/failure_taxonomy_current_failed_dim_counts.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_failed_dim_counts.csv"
             },
             "extract": {
-              "column": "judge_count"
+              "column": "rows"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/judge_pass_count",
-          "name": "judge_pass_count",
-          "description": "Column `judge_pass_count` from `data/gcp_post175_final_summary.csv`.",
+          "@id": "failure_taxonomy_current_failed_dim_counts/percent_of_paper_failures",
+          "name": "percent_of_paper_failures",
+          "description": "Column `percent_of_paper_failures` from `data/failure_taxonomy_current_failed_dim_counts.csv`.",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_failed_dim_counts.csv"
             },
             "extract": {
-              "column": "judge_pass_count"
+              "column": "percent_of_paper_failures"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/judge_pass_rate",
-          "name": "judge_pass_rate",
-          "description": "Column `judge_pass_rate` from `data/gcp_post175_final_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current_failed_dim_counts/source_rows",
+          "name": "source_rows",
+          "description": "Column `source_rows` from `data/failure_taxonomy_current_failed_dim_counts.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_failed_dim_counts.csv"
             },
             "extract": {
-              "column": "judge_pass_rate"
+              "column": "source_rows"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/judge_score_mean",
-          "name": "judge_score_mean",
-          "description": "Column `judge_score_mean` from `data/gcp_post175_final_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current_failed_dim_counts/source_csv",
+          "name": "source_csv",
+          "description": "Column `source_csv` from `data/failure_taxonomy_current_failed_dim_counts.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_failed_dim_counts.csv"
             },
             "extract": {
-              "column": "judge_score_mean"
+              "column": "source_csv"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "failure_taxonomy_current_manual_audit_counts",
+      "name": "failure_taxonomy_current_manual_audit_counts",
+      "description": "Tabular records from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_manual_audit_counts/section",
+          "name": "section",
+          "description": "Column `section` from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_manual_audit_counts.csv"
+            },
+            "extract": {
+              "column": "section"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/judge_score_p50",
-          "name": "judge_score_p50",
-          "description": "Column `judge_score_p50` from `data/gcp_post175_final_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current_manual_audit_counts/value",
+          "name": "value",
+          "description": "Column `value` from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_manual_audit_counts.csv"
             },
             "extract": {
-              "column": "judge_score_p50"
+              "column": "value"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/scenario_count",
-          "name": "scenario_count",
-          "description": "Column `scenario_count` from `data/gcp_post175_final_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "failure_taxonomy_current_manual_audit_counts/rows",
+          "name": "rows",
+          "description": "Column `rows` from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_manual_audit_counts.csv"
             },
             "extract": {
-              "column": "scenario_count"
+              "column": "rows"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/git_sha",
-          "name": "git_sha",
-          "description": "Column `git_sha` from `data/gcp_post175_final_summary.csv`.",
-          "dataType": "sc:Text",
+          "@id": "failure_taxonomy_current_manual_audit_counts/percent_of_manual_sample",
+          "name": "percent_of_manual_sample",
+          "description": "Column `percent_of_manual_sample` from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_manual_audit_counts.csv"
             },
             "extract": {
-              "column": "git_sha"
+              "column": "percent_of_manual_sample"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/git_dirty",
-          "name": "git_dirty",
-          "description": "Column `git_dirty` from `data/gcp_post175_final_summary.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "failure_taxonomy_current_manual_audit_counts/source_rows",
+          "name": "source_rows",
+          "description": "Column `source_rows` from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_manual_audit_counts.csv"
             },
             "extract": {
-              "column": "git_dirty"
+              "column": "source_rows"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_final_summary/model_id",
-          "name": "model_id",
-          "description": "Column `model_id` from `data/gcp_post175_final_summary.csv`.",
+          "@id": "failure_taxonomy_current_manual_audit_counts/source_csv",
+          "name": "source_csv",
+          "description": "Column `source_csv` from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_final_summary.csv"
+              "@id": "data/failure_taxonomy_current_manual_audit_counts.csv"
             },
             "extract": {
-              "column": "model_id"
+              "column": "source_csv"
             }
           }
         }
@@ -1438,19 +1590,19 @@
     },
     {
       "@type": "cr:RecordSet",
-      "@id": "gcp_post175_mitigation_4tier_summary",
-      "name": "gcp_post175_mitigation_4tier_summary",
-      "description": "Tabular records from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+      "@id": "gcp_post175_70b_summary",
+      "name": "gcp_post175_70b_summary",
+      "description": "Tabular records from `data/gcp_post175_70b_summary.csv`.",
       "field": [
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/cohort",
+          "@id": "gcp_post175_70b_summary/cohort",
           "name": "cohort",
-          "description": "Column `cohort` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "description": "Column `cohort` from `data/gcp_post175_70b_summary.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "cohort"
@@ -1459,13 +1611,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/batch_prefix",
+          "@id": "gcp_post175_70b_summary/batch_prefix",
           "name": "batch_prefix",
-          "description": "Column `batch_prefix` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "description": "Column `batch_prefix` from `data/gcp_post175_70b_summary.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "batch_prefix"
@@ -1474,13 +1626,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/row_group",
+          "@id": "gcp_post175_70b_summary/row_group",
           "name": "row_group",
-          "description": "Column `row_group` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "description": "Column `row_group` from `data/gcp_post175_70b_summary.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "row_group"
@@ -1489,13 +1641,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/run_name",
+          "@id": "gcp_post175_70b_summary/run_name",
           "name": "run_name",
-          "description": "Column `run_name` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "description": "Column `run_name` from `data/gcp_post175_70b_summary.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "run_name"
@@ -1504,13 +1656,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/run_dir",
+          "@id": "gcp_post175_70b_summary/run_dir",
           "name": "run_dir",
-          "description": "Column `run_dir` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "description": "Column `run_dir` from `data/gcp_post175_70b_summary.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "run_dir"
@@ -1519,13 +1671,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/raw_json_count",
+          "@id": "gcp_post175_70b_summary/raw_json_count",
           "name": "raw_json_count",
-          "description": "Column `raw_json_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-          "dataType": "sc:Float",
+          "description": "Column `raw_json_count` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "raw_json_count"
@@ -1534,13 +1686,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/latency_count",
+          "@id": "gcp_post175_70b_summary/latency_count",
           "name": "latency_count",
-          "description": "Column `latency_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-          "dataType": "sc:Float",
-          "source": {
+          "description": "Column `latency_count` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "latency_count"
@@ -1549,13 +1701,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/judge_count",
+          "@id": "gcp_post175_70b_summary/judge_count",
           "name": "judge_count",
-          "description": "Column `judge_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-          "dataType": "sc:Float",
+          "description": "Column `judge_count` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "judge_count"
@@ -1564,13 +1716,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/judge_pass_count",
+          "@id": "gcp_post175_70b_summary/judge_pass_count",
           "name": "judge_pass_count",
-          "description": "Column `judge_pass_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-          "dataType": "sc:Float",
+          "description": "Column `judge_pass_count` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "judge_pass_count"
@@ -1579,13 +1731,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/judge_pass_rate",
+          "@id": "gcp_post175_70b_summary/judge_pass_rate",
           "name": "judge_pass_rate",
-          "description": "Column `judge_pass_rate` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "description": "Column `judge_pass_rate` from `data/gcp_post175_70b_summary.csv`.",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "judge_pass_rate"
@@ -1594,13 +1746,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/judge_score_mean",
+          "@id": "gcp_post175_70b_summary/judge_score_mean",
           "name": "judge_score_mean",
-          "description": "Column `judge_score_mean` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "description": "Column `judge_score_mean` from `data/gcp_post175_70b_summary.csv`.",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "judge_score_mean"
@@ -1609,13 +1761,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/judge_score_p50",
+          "@id": "gcp_post175_70b_summary/judge_score_p50",
           "name": "judge_score_p50",
-          "description": "Column `judge_score_p50` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "description": "Column `judge_score_p50` from `data/gcp_post175_70b_summary.csv`.",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "judge_score_p50"
@@ -1624,13 +1776,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/scenario_count",
+          "@id": "gcp_post175_70b_summary/scenario_count",
           "name": "scenario_count",
-          "description": "Column `scenario_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-          "dataType": "sc:Float",
+          "description": "Column `scenario_count` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "scenario_count"
@@ -1639,13 +1791,28 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/git_sha",
+          "@id": "gcp_post175_70b_summary/trials",
+          "name": "trials",
+          "description": "Column `trials` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "trials"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/git_sha",
           "name": "git_sha",
-          "description": "Column `git_sha` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "description": "Column `git_sha` from `data/gcp_post175_70b_summary.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "git_sha"
@@ -1654,13 +1821,13 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/git_dirty",
+          "@id": "gcp_post175_70b_summary/git_dirty",
           "name": "git_dirty",
-          "description": "Column `git_dirty` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "description": "Column `git_dirty` from `data/gcp_post175_70b_summary.csv`.",
           "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "git_dirty"
@@ -1669,246 +1836,990 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/model_id",
+          "@id": "gcp_post175_70b_summary/model_id",
           "name": "model_id",
-          "description": "Column `model_id` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "description": "Column `model_id` from `data/gcp_post175_70b_summary.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_70b_summary.csv"
             },
             "extract": {
               "column": "model_id"
             }
           }
-        },
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "gcp_post175_core31_summary",
+      "name": "gcp_post175_core31_summary",
+      "description": "Tabular records from `data/gcp_post175_core31_summary.csv`.",
+      "field": [
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/baseline_row_group",
-          "name": "baseline_row_group",
-          "description": "Column `baseline_row_group` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "@id": "gcp_post175_core31_summary/cohort",
+          "name": "cohort",
+          "description": "Column `cohort` from `data/gcp_post175_core31_summary.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "baseline_row_group"
+              "column": "cohort"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/pass_rate_lift_vs_baseline",
-          "name": "pass_rate_lift_vs_baseline",
-          "description": "Column `pass_rate_lift_vs_baseline` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "gcp_post175_core31_summary/batch_prefix",
+          "name": "batch_prefix",
+          "description": "Column `batch_prefix` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "pass_rate_lift_vs_baseline"
+              "column": "batch_prefix"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "gcp_post175_mitigation_4tier_summary/score_mean_lift_vs_baseline",
-          "name": "score_mean_lift_vs_baseline",
-          "description": "Column `score_mean_lift_vs_baseline` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-          "dataType": "sc:Float",
+          "@id": "gcp_post175_core31_summary/row_group",
+          "name": "row_group",
+          "description": "Column `row_group` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "score_mean_lift_vs_baseline"
+              "column": "row_group"
             }
           }
-        }
-      ]
-    },
-    {
-      "@type": "cr:RecordSet",
-      "@id": "manual_judge_audit",
-      "name": "manual_judge_audit",
-      "description": "Tabular records from `data/manual_judge_audit.csv`.",
-      "field": [
+        },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/audit_id",
-          "name": "audit_id",
-          "description": "Column `audit_id` from `data/manual_judge_audit.csv`.",
+          "@id": "gcp_post175_core31_summary/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/gcp_post175_core31_summary.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "audit_id"
+              "column": "run_name"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/audit_date",
-          "name": "audit_date",
-          "description": "Column `audit_date` from `data/manual_judge_audit.csv`.",
+          "@id": "gcp_post175_core31_summary/run_dir",
+          "name": "run_dir",
+          "description": "Column `run_dir` from `data/gcp_post175_core31_summary.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "audit_date"
+              "column": "run_dir"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/batch_id",
-          "name": "batch_id",
-          "description": "Column `batch_id` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Text",
+          "@id": "gcp_post175_core31_summary/raw_json_count",
+          "name": "raw_json_count",
+          "description": "Column `raw_json_count` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "batch_id"
+              "column": "raw_json_count"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/run_label",
-          "name": "run_label",
-          "description": "Column `run_label` from `data/manual_judge_audit.csv`.",
+          "@id": "gcp_post175_core31_summary/latency_count",
+          "name": "latency_count",
+          "description": "Column `latency_count` from `data/gcp_post175_core31_summary.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "run_label"
+              "column": "latency_count"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/run_name",
-          "name": "run_name",
-          "description": "Column `run_name` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Text",
+          "@id": "gcp_post175_core31_summary/judge_count",
+          "name": "judge_count",
+          "description": "Column `judge_count` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "run_name"
+              "column": "judge_count"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/scenario_id",
-          "name": "scenario_id",
-          "description": "Column `scenario_id` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Text",
+          "@id": "gcp_post175_core31_summary/judge_pass_count",
+          "name": "judge_pass_count",
+          "description": "Column `judge_pass_count` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "scenario_id"
+              "column": "judge_pass_count"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/trial_index",
-          "name": "trial_index",
-          "description": "Column `trial_index` from `data/manual_judge_audit.csv`.",
+          "@id": "gcp_post175_core31_summary/judge_pass_rate",
+          "name": "judge_pass_rate",
+          "description": "Column `judge_pass_rate` from `data/gcp_post175_core31_summary.csv`.",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "trial_index"
+              "column": "judge_pass_rate"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/trajectory_file",
-          "name": "trajectory_file",
-          "description": "Column `trajectory_file` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Text",
+          "@id": "gcp_post175_core31_summary/judge_score_mean",
+          "name": "judge_score_mean",
+          "description": "Column `judge_score_mean` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "trajectory_file"
+              "column": "judge_score_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/judge_score_6d",
-          "name": "judge_score_6d",
-          "description": "Column `judge_score_6d` from `data/manual_judge_audit.csv`.",
+          "@id": "gcp_post175_core31_summary/judge_score_p50",
+          "name": "judge_score_p50",
+          "description": "Column `judge_score_p50` from `data/gcp_post175_core31_summary.csv`.",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "judge_score_6d"
+              "column": "judge_score_p50"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/judge_pass",
-          "name": "judge_pass",
-          "description": "Column `judge_pass` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "gcp_post175_core31_summary/scenario_count",
+          "name": "scenario_count",
+          "description": "Column `scenario_count` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "judge_pass"
+              "column": "scenario_count"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/manual_pass",
-          "name": "manual_pass",
-          "description": "Column `manual_pass` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "gcp_post175_core31_summary/git_sha",
+          "name": "git_sha",
+          "description": "Column `git_sha` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
             },
             "extract": {
-              "column": "manual_pass"
+              "column": "git_sha"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/judge_manual_agree",
-          "name": "judge_manual_agree",
-          "description": "Column `judge_manual_agree` from `data/manual_judge_audit.csv`.",
+          "@id": "gcp_post175_core31_summary/git_dirty",
+          "name": "git_dirty",
+          "description": "Column `git_dirty` from `data/gcp_post175_core31_summary.csv`.",
           "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "git_dirty"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "model_id"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "gcp_post175_final_summary",
+      "name": "gcp_post175_final_summary",
+      "description": "Tabular records from `data/gcp_post175_final_summary.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/cohort",
+          "name": "cohort",
+          "description": "Column `cohort` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "cohort"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/batch_prefix",
+          "name": "batch_prefix",
+          "description": "Column `batch_prefix` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "batch_prefix"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/row_group",
+          "name": "row_group",
+          "description": "Column `row_group` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "row_group"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/run_dir",
+          "name": "run_dir",
+          "description": "Column `run_dir` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "run_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/raw_json_count",
+          "name": "raw_json_count",
+          "description": "Column `raw_json_count` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "raw_json_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/latency_count",
+          "name": "latency_count",
+          "description": "Column `latency_count` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "latency_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/judge_count",
+          "name": "judge_count",
+          "description": "Column `judge_count` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "judge_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/judge_pass_count",
+          "name": "judge_pass_count",
+          "description": "Column `judge_pass_count` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "judge_pass_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/judge_pass_rate",
+          "name": "judge_pass_rate",
+          "description": "Column `judge_pass_rate` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "judge_pass_rate"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/judge_score_mean",
+          "name": "judge_score_mean",
+          "description": "Column `judge_score_mean` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "judge_score_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/judge_score_p50",
+          "name": "judge_score_p50",
+          "description": "Column `judge_score_p50` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "judge_score_p50"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/scenario_count",
+          "name": "scenario_count",
+          "description": "Column `scenario_count` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "scenario_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/git_sha",
+          "name": "git_sha",
+          "description": "Column `git_sha` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "git_sha"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/git_dirty",
+          "name": "git_dirty",
+          "description": "Column `git_dirty` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "git_dirty"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "model_id"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "gcp_post175_mitigation_4tier_summary",
+      "name": "gcp_post175_mitigation_4tier_summary",
+      "description": "Tabular records from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/cohort",
+          "name": "cohort",
+          "description": "Column `cohort` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "cohort"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/batch_prefix",
+          "name": "batch_prefix",
+          "description": "Column `batch_prefix` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "batch_prefix"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/row_group",
+          "name": "row_group",
+          "description": "Column `row_group` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "row_group"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/run_dir",
+          "name": "run_dir",
+          "description": "Column `run_dir` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "run_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/raw_json_count",
+          "name": "raw_json_count",
+          "description": "Column `raw_json_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "raw_json_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/latency_count",
+          "name": "latency_count",
+          "description": "Column `latency_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "latency_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/judge_count",
+          "name": "judge_count",
+          "description": "Column `judge_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "judge_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/judge_pass_count",
+          "name": "judge_pass_count",
+          "description": "Column `judge_pass_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "judge_pass_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/judge_pass_rate",
+          "name": "judge_pass_rate",
+          "description": "Column `judge_pass_rate` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "judge_pass_rate"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/judge_score_mean",
+          "name": "judge_score_mean",
+          "description": "Column `judge_score_mean` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "judge_score_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/judge_score_p50",
+          "name": "judge_score_p50",
+          "description": "Column `judge_score_p50` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "judge_score_p50"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/scenario_count",
+          "name": "scenario_count",
+          "description": "Column `scenario_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "scenario_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/git_sha",
+          "name": "git_sha",
+          "description": "Column `git_sha` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "git_sha"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/git_dirty",
+          "name": "git_dirty",
+          "description": "Column `git_dirty` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "git_dirty"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "model_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/baseline_row_group",
+          "name": "baseline_row_group",
+          "description": "Column `baseline_row_group` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "baseline_row_group"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/pass_rate_lift_vs_baseline",
+          "name": "pass_rate_lift_vs_baseline",
+          "description": "Column `pass_rate_lift_vs_baseline` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "pass_rate_lift_vs_baseline"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/score_mean_lift_vs_baseline",
+          "name": "score_mean_lift_vs_baseline",
+          "description": "Column `score_mean_lift_vs_baseline` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "score_mean_lift_vs_baseline"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "manual_judge_audit",
+      "name": "manual_judge_audit",
+      "description": "Tabular records from `data/manual_judge_audit.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/audit_id",
+          "name": "audit_id",
+          "description": "Column `audit_id` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "audit_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/audit_date",
+          "name": "audit_date",
+          "description": "Column `audit_date` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "audit_date"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/batch_id",
+          "name": "batch_id",
+          "description": "Column `batch_id` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "batch_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/run_label",
+          "name": "run_label",
+          "description": "Column `run_label` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "run_label"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/scenario_id",
+          "name": "scenario_id",
+          "description": "Column `scenario_id` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "scenario_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/trial_index",
+          "name": "trial_index",
+          "description": "Column `trial_index` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "trial_index"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/trajectory_file",
+          "name": "trajectory_file",
+          "description": "Column `trajectory_file` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "trajectory_file"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/judge_score_6d",
+          "name": "judge_score_6d",
+          "description": "Column `judge_score_6d` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "judge_score_6d"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/judge_pass",
+          "name": "judge_pass",
+          "description": "Column `judge_pass` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "judge_pass"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/manual_pass",
+          "name": "manual_pass",
+          "description": "Column `manual_pass` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "manual_pass"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/judge_manual_agree",
+          "name": "judge_manual_agree",
+          "description": "Column `judge_manual_agree` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
             },
             "extract": {
               "column": "judge_manual_agree"
@@ -1917,1615 +2828,2103 @@
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/manual_error_class",
-          "name": "manual_error_class",
-          "description": "Column `manual_error_class` from `data/manual_judge_audit.csv`.",
+          "@id": "manual_judge_audit/manual_error_class",
+          "name": "manual_error_class",
+          "description": "Column `manual_error_class` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "manual_error_class"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/obvious_hallucination_or_unsupported_claim",
+          "name": "obvious_hallucination_or_unsupported_claim",
+          "description": "Column `obvious_hallucination_or_unsupported_claim` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "obvious_hallucination_or_unsupported_claim"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/missing_required_action",
+          "name": "missing_required_action",
+          "description": "Column `missing_required_action` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "missing_required_action"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/unsafe_or_invalid_action",
+          "name": "unsafe_or_invalid_action",
+          "description": "Column `unsafe_or_invalid_action` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "unsafe_or_invalid_action"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/missing_or_invalid_evidence",
+          "name": "missing_or_invalid_evidence",
+          "description": "Column `missing_or_invalid_evidence` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "missing_or_invalid_evidence"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/trajectory_success_flag",
+          "name": "trajectory_success_flag",
+          "description": "Column `trajectory_success_flag` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "trajectory_success_flag"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/tool_error_count",
+          "name": "tool_error_count",
+          "description": "Column `tool_error_count` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "tool_error_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/manual_note",
+          "name": "manual_note",
+          "description": "Column `manual_note` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "manual_note"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "mitigation_before_after",
+      "name": "mitigation_before_after",
+      "description": "Tabular records from `data/mitigation_before_after.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/lane",
+          "name": "lane",
+          "description": "Column `lane` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "lane"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/phase",
+          "name": "phase",
+          "description": "Column `phase` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "phase"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/cell",
+          "name": "cell",
+          "description": "Column `cell` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "cell"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/orchestration_mode",
+          "name": "orchestration_mode",
+          "description": "Column `orchestration_mode` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "orchestration_mode"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/mcp_mode",
+          "name": "mcp_mode",
+          "description": "Column `mcp_mode` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "mcp_mode"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "model_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/slurm_job_id",
+          "name": "slurm_job_id",
+          "description": "Column `slurm_job_id` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "slurm_job_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/git_sha",
+          "name": "git_sha",
+          "description": "Column `git_sha` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "git_sha"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/scenario_set_name",
+          "name": "scenario_set_name",
+          "description": "Column `scenario_set_name` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "scenario_set_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/scenario_set_hash",
+          "name": "scenario_set_hash",
+          "description": "Column `scenario_set_hash` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "scenario_set_hash"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/experiment_family",
+          "name": "experiment_family",
+          "description": "Column `experiment_family` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "experiment_family"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/experiment_cell",
+          "name": "experiment_cell",
+          "description": "Column `experiment_cell` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "experiment_cell"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/wandb_run_url",
+          "name": "wandb_run_url",
+          "description": "Column `wandb_run_url` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "wandb_run_url"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/benchmark_config_path",
+          "name": "benchmark_config_path",
+          "description": "Column `benchmark_config_path` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "benchmark_config_path"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/benchmark_summary_path",
+          "name": "benchmark_summary_path",
+          "description": "Column `benchmark_summary_path` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "benchmark_summary_path"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/host_name",
+          "name": "host_name",
+          "description": "Column `host_name` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "host_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/gpu_type",
+          "name": "gpu_type",
+          "description": "Column `gpu_type` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "gpu_type"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/run_status",
+          "name": "run_status",
+          "description": "Column `run_status` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "run_status"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/finished_at",
+          "name": "finished_at",
+          "description": "Column `finished_at` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "finished_at"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/scenarios_attempted",
+          "name": "scenarios_attempted",
+          "description": "Column `scenarios_attempted` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "scenarios_attempted"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/scenarios_completed",
+          "name": "scenarios_completed",
+          "description": "Column `scenarios_completed` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "scenarios_completed"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/success_rate",
+          "name": "success_rate",
+          "description": "Column `success_rate` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "success_rate"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/failure_count",
+          "name": "failure_count",
+          "description": "Column `failure_count` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "failure_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/wall_clock_seconds_total",
+          "name": "wall_clock_seconds_total",
+          "description": "Column `wall_clock_seconds_total` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "manual_error_class"
+              "column": "wall_clock_seconds_total"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/obvious_hallucination_or_unsupported_claim",
-          "name": "obvious_hallucination_or_unsupported_claim",
-          "description": "Column `obvious_hallucination_or_unsupported_claim` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "mitigation_before_after/latency_seconds_mean",
+          "name": "latency_seconds_mean",
+          "description": "Column `latency_seconds_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "obvious_hallucination_or_unsupported_claim"
+              "column": "latency_seconds_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/missing_required_action",
-          "name": "missing_required_action",
-          "description": "Column `missing_required_action` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "mitigation_before_after/latency_seconds_p50",
+          "name": "latency_seconds_p50",
+          "description": "Column `latency_seconds_p50` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "missing_required_action"
+              "column": "latency_seconds_p50"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/unsafe_or_invalid_action",
-          "name": "unsafe_or_invalid_action",
-          "description": "Column `unsafe_or_invalid_action` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "mitigation_before_after/latency_seconds_p95",
+          "name": "latency_seconds_p95",
+          "description": "Column `latency_seconds_p95` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "unsafe_or_invalid_action"
+              "column": "latency_seconds_p95"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/missing_or_invalid_evidence",
-          "name": "missing_or_invalid_evidence",
-          "description": "Column `missing_or_invalid_evidence` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "mitigation_before_after/mcp_latency_seconds_mean",
+          "name": "mcp_latency_seconds_mean",
+          "description": "Column `mcp_latency_seconds_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "missing_or_invalid_evidence"
+              "column": "mcp_latency_seconds_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/trajectory_success_flag",
-          "name": "trajectory_success_flag",
-          "description": "Column `trajectory_success_flag` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "mitigation_before_after/mcp_latency_seconds_p95",
+          "name": "mcp_latency_seconds_p95",
+          "description": "Column `mcp_latency_seconds_p95` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "trajectory_success_flag"
+              "column": "mcp_latency_seconds_p95"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/tool_error_count",
-          "name": "tool_error_count",
-          "description": "Column `tool_error_count` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_before_after/tool_latency_seconds_mean",
+          "name": "tool_latency_seconds_mean",
+          "description": "Column `tool_latency_seconds_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "tool_error_count"
+              "column": "tool_latency_seconds_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "manual_judge_audit/manual_note",
-          "name": "manual_note",
-          "description": "Column `manual_note` from `data/manual_judge_audit.csv`.",
-          "dataType": "sc:Text",
+          "@id": "mitigation_before_after/tool_call_count_total",
+          "name": "tool_call_count_total",
+          "description": "Column `tool_call_count_total` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/manual_judge_audit.csv"
+              "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "manual_note"
+              "column": "tool_call_count_total"
             }
           }
-        }
-      ]
-    },
-    {
-      "@type": "cr:RecordSet",
-      "@id": "mitigation_before_after",
-      "name": "mitigation_before_after",
-      "description": "Tabular records from `data/mitigation_before_after.csv`.",
-      "field": [
+        },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/lane",
-          "name": "lane",
-          "description": "Column `lane` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Text",
+          "@id": "mitigation_before_after/tool_call_count_mean",
+          "name": "tool_call_count_mean",
+          "description": "Column `tool_call_count_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "lane"
+              "column": "tool_call_count_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/phase",
-          "name": "phase",
-          "description": "Column `phase` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Text",
+          "@id": "mitigation_before_after/tool_error_count",
+          "name": "tool_error_count",
+          "description": "Column `tool_error_count` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "phase"
+              "column": "tool_error_count"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/run_name",
-          "name": "run_name",
-          "description": "Column `run_name` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/input_tokens_total",
+          "name": "input_tokens_total",
+          "description": "Column `input_tokens_total` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "run_name"
+              "column": "input_tokens_total"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/cell",
-          "name": "cell",
-          "description": "Column `cell` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/output_tokens_total",
+          "name": "output_tokens_total",
+          "description": "Column `output_tokens_total` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "cell"
+              "column": "output_tokens_total"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/orchestration_mode",
-          "name": "orchestration_mode",
-          "description": "Column `orchestration_mode` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/tokens_per_second_mean",
+          "name": "tokens_per_second_mean",
+          "description": "Column `tokens_per_second_mean` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "orchestration_mode"
+              "column": "tokens_per_second_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/mcp_mode",
-          "name": "mcp_mode",
-          "description": "Column `mcp_mode` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Text",
+          "@id": "mitigation_before_after/judge_score_mean",
+          "name": "judge_score_mean",
+          "description": "Column `judge_score_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "mcp_mode"
+              "column": "judge_score_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/model_id",
-          "name": "model_id",
-          "description": "Column `model_id` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Text",
+          "@id": "mitigation_before_after/judge_score_p50",
+          "name": "judge_score_p50",
+          "description": "Column `judge_score_p50` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "model_id"
+              "column": "judge_score_p50"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/slurm_job_id",
-          "name": "slurm_job_id",
-          "description": "Column `slurm_job_id` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Text",
+          "@id": "mitigation_before_after/judge_score_p95",
+          "name": "judge_score_p95",
+          "description": "Column `judge_score_p95` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "slurm_job_id"
+              "column": "judge_score_p95"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/git_sha",
-          "name": "git_sha",
-          "description": "Column `git_sha` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Text",
+          "@id": "mitigation_before_after/judge_score_p5",
+          "name": "judge_score_p5",
+          "description": "Column `judge_score_p5` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "git_sha"
+              "column": "judge_score_p5"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/scenario_set_name",
-          "name": "scenario_set_name",
-          "description": "Column `scenario_set_name` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Text",
+          "@id": "mitigation_before_after/judge_pass_rate",
+          "name": "judge_pass_rate",
+          "description": "Column `judge_pass_rate` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "scenario_set_name"
+              "column": "judge_pass_rate"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/scenario_set_hash",
-          "name": "scenario_set_hash",
-          "description": "Column `scenario_set_hash` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/benchmark_run_dir",
+          "name": "benchmark_run_dir",
+          "description": "Column `benchmark_run_dir` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "scenario_set_hash"
+              "column": "benchmark_run_dir"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/experiment_family",
-          "name": "experiment_family",
-          "description": "Column `experiment_family` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/profiling_dir",
+          "name": "profiling_dir",
+          "description": "Column `profiling_dir` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "experiment_family"
+              "column": "profiling_dir"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/experiment_cell",
-          "name": "experiment_cell",
-          "description": "Column `experiment_cell` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/torch_profile_dir",
+          "name": "torch_profile_dir",
+          "description": "Column `torch_profile_dir` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "experiment_cell"
+              "column": "torch_profile_dir"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/private_run_url_removed",
-          "name": "private_run_url_removed",
-          "description": "Column `private_run_url_removed` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/replay_dir",
+          "name": "replay_dir",
+          "description": "Column `replay_dir` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "private_run_url_removed"
+              "column": "replay_dir"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/benchmark_config_path",
-          "name": "benchmark_config_path",
-          "description": "Column `benchmark_config_path` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/profiling_summary",
+          "name": "profiling_summary",
+          "description": "Column `profiling_summary` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "benchmark_config_path"
+              "column": "profiling_summary"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/benchmark_summary_path",
-          "name": "benchmark_summary_path",
-          "description": "Column `benchmark_summary_path` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/profiling_gpu_util_mean",
+          "name": "profiling_gpu_util_mean",
+          "description": "Column `profiling_gpu_util_mean` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "benchmark_summary_path"
+              "column": "profiling_gpu_util_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/host_name",
-          "name": "host_name",
-          "description": "Column `host_name` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/profiling_gpu_util_max",
+          "name": "profiling_gpu_util_max",
+          "description": "Column `profiling_gpu_util_max` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "host_name"
+              "column": "profiling_gpu_util_max"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/gpu_type",
-          "name": "gpu_type",
-          "description": "Column `gpu_type` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/profiling_gpu_mem_used_mib_mean",
+          "name": "profiling_gpu_mem_used_mib_mean",
+          "description": "Column `profiling_gpu_mem_used_mib_mean` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "gpu_type"
+              "column": "profiling_gpu_mem_used_mib_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/run_status",
-          "name": "run_status",
-          "description": "Column `run_status` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/profiling_gpu_mem_used_mib_max",
+          "name": "profiling_gpu_mem_used_mib_max",
+          "description": "Column `profiling_gpu_mem_used_mib_max` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "run_status"
+              "column": "profiling_gpu_mem_used_mib_max"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/finished_at",
-          "name": "finished_at",
-          "description": "Column `finished_at` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/profiling_power_draw_w_mean",
+          "name": "profiling_power_draw_w_mean",
+          "description": "Column `profiling_power_draw_w_mean` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "finished_at"
+              "column": "profiling_power_draw_w_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/scenarios_attempted",
-          "name": "scenarios_attempted",
-          "description": "Column `scenarios_attempted` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_before_after/profiling_power_draw_w_max",
+          "name": "profiling_power_draw_w_max",
+          "description": "Column `profiling_power_draw_w_max` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "scenarios_attempted"
+              "column": "profiling_power_draw_w_max"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/scenarios_completed",
-          "name": "scenarios_completed",
-          "description": "Column `scenarios_completed` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_before_after/mitigation_name",
+          "name": "mitigation_name",
+          "description": "Column `mitigation_name` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "scenarios_completed"
+              "column": "mitigation_name"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/success_rate",
-          "name": "success_rate",
-          "description": "Column `success_rate` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_before_after/mitigation_enabled",
+          "name": "mitigation_enabled",
+          "description": "Column `mitigation_enabled` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "success_rate"
+              "column": "mitigation_enabled"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/failure_count",
-          "name": "failure_count",
-          "description": "Column `failure_count` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_before_after/mitigation_guard_triggered",
+          "name": "mitigation_guard_triggered",
+          "description": "Column `mitigation_guard_triggered` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "failure_count"
+              "column": "mitigation_guard_triggered"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/wall_clock_seconds_total",
-          "name": "wall_clock_seconds_total",
-          "description": "Column `wall_clock_seconds_total` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_before_after/mitigation_guard_blocked_final_answer",
+          "name": "mitigation_guard_blocked_final_answer",
+          "description": "Column `mitigation_guard_blocked_final_answer` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "wall_clock_seconds_total"
+              "column": "mitigation_guard_blocked_final_answer"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/latency_seconds_mean",
-          "name": "latency_seconds_mean",
-          "description": "Column `latency_seconds_mean` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_before_after/mitigation_guard_blocked_work_order",
+          "name": "mitigation_guard_blocked_work_order",
+          "description": "Column `mitigation_guard_blocked_work_order` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "latency_seconds_mean"
+              "column": "mitigation_guard_blocked_work_order"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/latency_seconds_p50",
-          "name": "latency_seconds_p50",
-          "description": "Column `latency_seconds_p50` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_before_after/repair_attempt_count",
+          "name": "repair_attempt_count",
+          "description": "Column `repair_attempt_count` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "latency_seconds_p50"
+              "column": "repair_attempt_count"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/latency_seconds_p95",
-          "name": "latency_seconds_p95",
-          "description": "Column `latency_seconds_p95` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_before_after/repair_success_rate",
+          "name": "repair_success_rate",
+          "description": "Column `repair_success_rate` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "latency_seconds_p95"
+              "column": "repair_success_rate"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/mcp_latency_seconds_mean",
-          "name": "mcp_latency_seconds_mean",
-          "description": "Column `mcp_latency_seconds_mean` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Text",
+          "@id": "mitigation_before_after/supported_success_after_repair_rate",
+          "name": "supported_success_after_repair_rate",
+          "description": "Column `supported_success_after_repair_rate` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "mcp_latency_seconds_mean"
+              "column": "supported_success_after_repair_rate"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/mcp_latency_seconds_p95",
-          "name": "mcp_latency_seconds_p95",
-          "description": "Column `mcp_latency_seconds_p95` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/fault_risk_adjudication_decision",
+          "name": "fault_risk_adjudication_decision",
+          "description": "Column `fault_risk_adjudication_decision` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "mcp_latency_seconds_p95"
+              "column": "fault_risk_adjudication_decision"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/tool_latency_seconds_mean",
-          "name": "tool_latency_seconds_mean",
-          "description": "Column `tool_latency_seconds_mean` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_before_after/comparison_status",
+          "name": "comparison_status",
+          "description": "Column `comparison_status` from `data/mitigation_before_after.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "tool_latency_seconds_mean"
+              "column": "comparison_status"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/tool_call_count_total",
-          "name": "tool_call_count_total",
-          "description": "Column `tool_call_count_total` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_before_after/notes",
+          "name": "notes",
+          "description": "Column `notes` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
               "@id": "data/mitigation_before_after.csv"
             },
             "extract": {
-              "column": "tool_call_count_total"
+              "column": "notes"
             }
           }
-        },
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "mitigation_run_inventory",
+      "name": "mitigation_run_inventory",
+      "description": "Tabular records from `data/mitigation_run_inventory.csv`.",
+      "field": [
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/tool_call_count_mean",
-          "name": "tool_call_count_mean",
-          "description": "Column `tool_call_count_mean` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_run_inventory/lane",
+          "name": "lane",
+          "description": "Column `lane` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "tool_call_count_mean"
+              "column": "lane"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/tool_error_count",
-          "name": "tool_error_count",
-          "description": "Column `tool_error_count` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_run_inventory/mitigation_name",
+          "name": "mitigation_name",
+          "description": "Column `mitigation_name` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "tool_error_count"
+              "column": "mitigation_name"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/input_tokens_total",
-          "name": "input_tokens_total",
-          "description": "Column `input_tokens_total` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_run_inventory/before_run",
+          "name": "before_run",
+          "description": "Column `before_run` from `data/mitigation_run_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "input_tokens_total"
+              "column": "before_run"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/output_tokens_total",
-          "name": "output_tokens_total",
-          "description": "Column `output_tokens_total` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_run_inventory/after_run",
+          "name": "after_run",
+          "description": "Column `after_run` from `data/mitigation_run_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "output_tokens_total"
+              "column": "after_run"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/tokens_per_second_mean",
-          "name": "tokens_per_second_mean",
-          "description": "Column `tokens_per_second_mean` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_run_inventory/before_status",
+          "name": "before_status",
+          "description": "Column `before_status` from `data/mitigation_run_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "tokens_per_second_mean"
+              "column": "before_status"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/judge_score_mean",
-          "name": "judge_score_mean",
-          "description": "Column `judge_score_mean` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_run_inventory/after_status",
+          "name": "after_status",
+          "description": "Column `after_status` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "judge_score_mean"
+              "column": "after_status"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/judge_score_p50",
-          "name": "judge_score_p50",
-          "description": "Column `judge_score_p50` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_run_inventory/notes",
+          "name": "notes",
+          "description": "Column `notes` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "judge_score_p50"
+              "column": "notes"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/judge_score_p95",
-          "name": "judge_score_p95",
-          "description": "Column `judge_score_p95` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_run_inventory/rank",
+          "name": "rank",
+          "description": "Column `rank` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "judge_score_p95"
+              "column": "rank"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/judge_score_p5",
-          "name": "judge_score_p5",
-          "description": "Column `judge_score_p5` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_run_inventory/target_pattern",
+          "name": "target_pattern",
+          "description": "Column `target_pattern` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "judge_score_p5"
+              "column": "target_pattern"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/judge_pass_rate",
-          "name": "judge_pass_rate",
-          "description": "Column `judge_pass_rate` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "mitigation_run_inventory/evidence_rows",
+          "name": "evidence_rows",
+          "description": "Column `evidence_rows` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "judge_pass_rate"
+              "column": "evidence_rows"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/benchmark_run_dir",
-          "name": "benchmark_run_dir",
-          "description": "Column `benchmark_run_dir` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_run_inventory/primary_metric",
+          "name": "primary_metric",
+          "description": "Column `primary_metric` from `data/mitigation_run_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "benchmark_run_dir"
+              "column": "primary_metric"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/profiling_dir",
-          "name": "profiling_dir",
-          "description": "Column `profiling_dir` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_run_inventory/secondary_metrics",
+          "name": "secondary_metrics",
+          "description": "Column `secondary_metrics` from `data/mitigation_run_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "profiling_dir"
+              "column": "secondary_metrics"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/torch_profile_dir",
-          "name": "torch_profile_dir",
-          "description": "Column `torch_profile_dir` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_run_inventory/stop_condition",
+          "name": "stop_condition",
+          "description": "Column `stop_condition` from `data/mitigation_run_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "torch_profile_dir"
+              "column": "stop_condition"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/replay_dir",
-          "name": "replay_dir",
-          "description": "Column `replay_dir` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_run_inventory/owner_issue",
+          "name": "owner_issue",
+          "description": "Column `owner_issue` from `data/mitigation_run_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "replay_dir"
+              "column": "owner_issue"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/profiling_summary",
-          "name": "profiling_summary",
-          "description": "Column `profiling_summary` from `data/mitigation_before_after.csv`.",
+          "@id": "mitigation_run_inventory/implementation_status",
+          "name": "implementation_status",
+          "description": "Column `implementation_status` from `data/mitigation_run_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/mitigation_run_inventory.csv"
             },
             "extract": {
-              "column": "profiling_summary"
+              "column": "implementation_status"
             }
           }
-        },
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "paper_grade_scenario_scores",
+      "name": "paper_grade_scenario_scores",
+      "description": "Tabular records from `data/paper_grade_scenario_scores.csv`.",
+      "field": [
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/profiling_gpu_util_mean",
-          "name": "profiling_gpu_util_mean",
-          "description": "Column `profiling_gpu_util_mean` from `data/mitigation_before_after.csv`.",
+          "@id": "paper_grade_scenario_scores/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/paper_grade_scenario_scores.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "profiling_gpu_util_mean"
+              "column": "run_name"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/profiling_gpu_util_max",
-          "name": "profiling_gpu_util_max",
-          "description": "Column `profiling_gpu_util_max` from `data/mitigation_before_after.csv`.",
+          "@id": "paper_grade_scenario_scores/scenario_id",
+          "name": "scenario_id",
+          "description": "Column `scenario_id` from `data/paper_grade_scenario_scores.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "profiling_gpu_util_max"
+              "column": "scenario_id"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/profiling_gpu_mem_used_mib_mean",
-          "name": "profiling_gpu_mem_used_mib_mean",
-          "description": "Column `profiling_gpu_mem_used_mib_mean` from `data/mitigation_before_after.csv`.",
+          "@id": "paper_grade_scenario_scores/scenario_file",
+          "name": "scenario_file",
+          "description": "Column `scenario_file` from `data/paper_grade_scenario_scores.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "profiling_gpu_mem_used_mib_mean"
+              "column": "scenario_file"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/profiling_gpu_mem_used_mib_max",
-          "name": "profiling_gpu_mem_used_mib_max",
-          "description": "Column `profiling_gpu_mem_used_mib_max` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Text",
+          "@id": "paper_grade_scenario_scores/trial_index",
+          "name": "trial_index",
+          "description": "Column `trial_index` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "profiling_gpu_mem_used_mib_max"
+              "column": "trial_index"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/profiling_power_draw_w_mean",
-          "name": "profiling_power_draw_w_mean",
-          "description": "Column `profiling_power_draw_w_mean` from `data/mitigation_before_after.csv`.",
+          "@id": "paper_grade_scenario_scores/experiment_cell",
+          "name": "experiment_cell",
+          "description": "Column `experiment_cell` from `data/paper_grade_scenario_scores.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "profiling_power_draw_w_mean"
+              "column": "experiment_cell"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/profiling_power_draw_w_max",
-          "name": "profiling_power_draw_w_max",
-          "description": "Column `profiling_power_draw_w_max` from `data/mitigation_before_after.csv`.",
+          "@id": "paper_grade_scenario_scores/orchestration_mode",
+          "name": "orchestration_mode",
+          "description": "Column `orchestration_mode` from `data/paper_grade_scenario_scores.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "profiling_power_draw_w_max"
+              "column": "orchestration_mode"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/mitigation_name",
-          "name": "mitigation_name",
-          "description": "Column `mitigation_name` from `data/mitigation_before_after.csv`.",
+          "@id": "paper_grade_scenario_scores/mcp_mode",
+          "name": "mcp_mode",
+          "description": "Column `mcp_mode` from `data/paper_grade_scenario_scores.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "mitigation_name"
+              "column": "mcp_mode"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/mitigation_enabled",
-          "name": "mitigation_enabled",
-          "description": "Column `mitigation_enabled` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "paper_grade_scenario_scores/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "mitigation_enabled"
+              "column": "model_id"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/mitigation_guard_triggered",
-          "name": "mitigation_guard_triggered",
-          "description": "Column `mitigation_guard_triggered` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "paper_grade_scenario_scores/judge_model",
+          "name": "judge_model",
+          "description": "Column `judge_model` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "mitigation_guard_triggered"
+              "column": "judge_model"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/mitigation_guard_blocked_final_answer",
-          "name": "mitigation_guard_blocked_final_answer",
-          "description": "Column `mitigation_guard_blocked_final_answer` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "paper_grade_scenario_scores/dim_task_completion",
+          "name": "dim_task_completion",
+          "description": "Column `dim_task_completion` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "mitigation_guard_blocked_final_answer"
+              "column": "dim_task_completion"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/mitigation_guard_blocked_work_order",
-          "name": "mitigation_guard_blocked_work_order",
-          "description": "Column `mitigation_guard_blocked_work_order` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "paper_grade_scenario_scores/dim_data_retrieval_accuracy",
+          "name": "dim_data_retrieval_accuracy",
+          "description": "Column `dim_data_retrieval_accuracy` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "mitigation_guard_blocked_work_order"
+              "column": "dim_data_retrieval_accuracy"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/repair_attempt_count",
-          "name": "repair_attempt_count",
-          "description": "Column `repair_attempt_count` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "paper_grade_scenario_scores/dim_generalized_result_verification",
+          "name": "dim_generalized_result_verification",
+          "description": "Column `dim_generalized_result_verification` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "repair_attempt_count"
+              "column": "dim_generalized_result_verification"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/repair_success_rate",
-          "name": "repair_success_rate",
-          "description": "Column `repair_success_rate` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "paper_grade_scenario_scores/dim_agent_sequence_correct",
+          "name": "dim_agent_sequence_correct",
+          "description": "Column `dim_agent_sequence_correct` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "repair_success_rate"
+              "column": "dim_agent_sequence_correct"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/supported_success_after_repair_rate",
-          "name": "supported_success_after_repair_rate",
-          "description": "Column `supported_success_after_repair_rate` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Float",
+          "@id": "paper_grade_scenario_scores/dim_clarity_and_justification",
+          "name": "dim_clarity_and_justification",
+          "description": "Column `dim_clarity_and_justification` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "supported_success_after_repair_rate"
+              "column": "dim_clarity_and_justification"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/fault_risk_adjudication_decision",
-          "name": "fault_risk_adjudication_decision",
-          "description": "Column `fault_risk_adjudication_decision` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Text",
+          "@id": "paper_grade_scenario_scores/dim_hallucinations",
+          "name": "dim_hallucinations",
+          "description": "Column `dim_hallucinations` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "fault_risk_adjudication_decision"
+              "column": "dim_hallucinations"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/comparison_status",
-          "name": "comparison_status",
-          "description": "Column `comparison_status` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Text",
+          "@id": "paper_grade_scenario_scores/score_6d",
+          "name": "score_6d",
+          "description": "Column `score_6d` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "comparison_status"
+              "column": "score_6d"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_before_after/notes",
-          "name": "notes",
-          "description": "Column `notes` from `data/mitigation_before_after.csv`.",
-          "dataType": "sc:Text",
+          "@id": "paper_grade_scenario_scores/pass_threshold",
+          "name": "pass_threshold",
+          "description": "Column `pass_threshold` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_before_after.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "notes"
+              "column": "pass_threshold"
             }
           }
-        }
-      ]
-    },
-    {
-      "@type": "cr:RecordSet",
-      "@id": "mitigation_run_inventory",
-      "name": "mitigation_run_inventory",
-      "description": "Tabular records from `data/mitigation_run_inventory.csv`.",
-      "field": [
+        },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/lane",
-          "name": "lane",
-          "description": "Column `lane` from `data/mitigation_run_inventory.csv`.",
-          "dataType": "sc:Text",
+          "@id": "paper_grade_scenario_scores/pass",
+          "name": "pass",
+          "description": "Column `pass` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "lane"
+              "column": "pass"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/mitigation_name",
-          "name": "mitigation_name",
-          "description": "Column `mitigation_name` from `data/mitigation_run_inventory.csv`.",
+          "@id": "paper_grade_scenario_scores/trajectory_file",
+          "name": "trajectory_file",
+          "description": "Column `trajectory_file` from `data/paper_grade_scenario_scores.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/paper_grade_scenario_scores.csv"
             },
             "extract": {
-              "column": "mitigation_name"
+              "column": "trajectory_file"
             }
           }
-        },
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "profiling_inventory",
+      "name": "profiling_inventory",
+      "description": "Tabular records from `data/profiling_inventory.csv`.",
+      "field": [
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/before_run",
-          "name": "before_run",
-          "description": "Column `before_run` from `data/mitigation_run_inventory.csv`.",
+          "@id": "profiling_inventory/benchmark_run_dir",
+          "name": "benchmark_run_dir",
+          "description": "Column `benchmark_run_dir` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "before_run"
+              "column": "benchmark_run_dir"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/after_run",
-          "name": "after_run",
-          "description": "Column `after_run` from `data/mitigation_run_inventory.csv`.",
+          "@id": "profiling_inventory/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "after_run"
+              "column": "run_name"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/before_status",
-          "name": "before_status",
-          "description": "Column `before_status` from `data/mitigation_run_inventory.csv`.",
+          "@id": "profiling_inventory/benchmark_cell_dir",
+          "name": "benchmark_cell_dir",
+          "description": "Column `benchmark_cell_dir` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "before_status"
+              "column": "benchmark_cell_dir"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/after_status",
-          "name": "after_status",
-          "description": "Column `after_status` from `data/mitigation_run_inventory.csv`.",
+          "@id": "profiling_inventory/experiment_cell",
+          "name": "experiment_cell",
+          "description": "Column `experiment_cell` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "after_status"
+              "column": "experiment_cell"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/notes",
-          "name": "notes",
-          "description": "Column `notes` from `data/mitigation_run_inventory.csv`.",
+          "@id": "profiling_inventory/orchestration_mode",
+          "name": "orchestration_mode",
+          "description": "Column `orchestration_mode` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "notes"
+              "column": "orchestration_mode"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/rank",
-          "name": "rank",
-          "description": "Column `rank` from `data/mitigation_run_inventory.csv`.",
-          "dataType": "sc:Float",
+          "@id": "profiling_inventory/mcp_mode",
+          "name": "mcp_mode",
+          "description": "Column `mcp_mode` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "rank"
+              "column": "mcp_mode"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/target_pattern",
-          "name": "target_pattern",
-          "description": "Column `target_pattern` from `data/mitigation_run_inventory.csv`.",
+          "@id": "profiling_inventory/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "target_pattern"
+              "column": "model_id"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/evidence_rows",
-          "name": "evidence_rows",
-          "description": "Column `evidence_rows` from `data/mitigation_run_inventory.csv`.",
-          "dataType": "sc:Float",
+          "@id": "profiling_inventory/git_sha",
+          "name": "git_sha",
+          "description": "Column `git_sha` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "evidence_rows"
+              "column": "git_sha"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/primary_metric",
-          "name": "primary_metric",
-          "description": "Column `primary_metric` from `data/mitigation_run_inventory.csv`.",
+          "@id": "profiling_inventory/registry_status",
+          "name": "registry_status",
+          "description": "Column `registry_status` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "primary_metric"
+              "column": "registry_status"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/secondary_metrics",
-          "name": "secondary_metrics",
-          "description": "Column `secondary_metrics` from `data/mitigation_run_inventory.csv`.",
-          "dataType": "sc:Text",
+          "@id": "profiling_inventory/include_in_paper",
+          "name": "include_in_paper",
+          "description": "Column `include_in_paper` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "secondary_metrics"
+              "column": "include_in_paper"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/stop_condition",
-          "name": "stop_condition",
-          "description": "Column `stop_condition` from `data/mitigation_run_inventory.csv`.",
+          "@id": "profiling_inventory/registry_reason",
+          "name": "registry_reason",
+          "description": "Column `registry_reason` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "stop_condition"
+              "column": "registry_reason"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/owner_issue",
-          "name": "owner_issue",
-          "description": "Column `owner_issue` from `data/mitigation_run_inventory.csv`.",
+          "@id": "profiling_inventory/run_status",
+          "name": "run_status",
+          "description": "Column `run_status` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "owner_issue"
+              "column": "run_status"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "mitigation_run_inventory/implementation_status",
-          "name": "implementation_status",
-          "description": "Column `implementation_status` from `data/mitigation_run_inventory.csv`.",
+          "@id": "profiling_inventory/started_at",
+          "name": "started_at",
+          "description": "Column `started_at` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/mitigation_run_inventory.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "implementation_status"
+              "column": "started_at"
             }
           }
-        }
-      ]
-    },
-    {
-      "@type": "cr:RecordSet",
-      "@id": "paper_grade_scenario_scores",
-      "name": "paper_grade_scenario_scores",
-      "description": "Tabular records from `data/paper_grade_scenario_scores.csv`.",
-      "field": [
+        },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/run_name",
-          "name": "run_name",
-          "description": "Column `run_name` from `data/paper_grade_scenario_scores.csv`.",
+          "@id": "profiling_inventory/finished_at",
+          "name": "finished_at",
+          "description": "Column `finished_at` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "run_name"
+              "column": "finished_at"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/scenario_id",
-          "name": "scenario_id",
-          "description": "Column `scenario_id` from `data/paper_grade_scenario_scores.csv`.",
-          "dataType": "sc:Text",
+          "@id": "profiling_inventory/total_runs",
+          "name": "total_runs",
+          "description": "Column `total_runs` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "scenario_id"
+              "column": "total_runs"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/scenario_file",
-          "name": "scenario_file",
-          "description": "Column `scenario_file` from `data/paper_grade_scenario_scores.csv`.",
-          "dataType": "sc:Text",
+          "@id": "profiling_inventory/pass",
+          "name": "pass",
+          "description": "Column `pass` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "scenario_file"
+              "column": "pass"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/trial_index",
-          "name": "trial_index",
-          "description": "Column `trial_index` from `data/paper_grade_scenario_scores.csv`.",
-          "dataType": "sc:Float",
+          "@id": "profiling_inventory/fail",
+          "name": "fail",
+          "description": "Column `fail` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "trial_index"
+              "column": "fail"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/experiment_cell",
-          "name": "experiment_cell",
-          "description": "Column `experiment_cell` from `data/paper_grade_scenario_scores.csv`.",
-          "dataType": "sc:Text",
+          "@id": "profiling_inventory/has_wandb",
+          "name": "has_wandb",
+          "description": "Column `has_wandb` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "experiment_cell"
+              "column": "has_wandb"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/orchestration_mode",
-          "name": "orchestration_mode",
-          "description": "Column `orchestration_mode` from `data/paper_grade_scenario_scores.csv`.",
+          "@id": "profiling_inventory/wandb_run_id",
+          "name": "wandb_run_id",
+          "description": "Column `wandb_run_id` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "orchestration_mode"
+              "column": "wandb_run_id"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/mcp_mode",
-          "name": "mcp_mode",
-          "description": "Column `mcp_mode` from `data/paper_grade_scenario_scores.csv`.",
+          "@id": "profiling_inventory/wandb_run_url",
+          "name": "wandb_run_url",
+          "description": "Column `wandb_run_url` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "mcp_mode"
+              "column": "wandb_run_url"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/model_id",
-          "name": "model_id",
-          "description": "Column `model_id` from `data/paper_grade_scenario_scores.csv`.",
-          "dataType": "sc:Text",
+          "@id": "profiling_inventory/has_profiling",
+          "name": "has_profiling",
+          "description": "Column `has_profiling` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "model_id"
+              "column": "has_profiling"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/judge_model",
-          "name": "judge_model",
-          "description": "Column `judge_model` from `data/paper_grade_scenario_scores.csv`.",
+          "@id": "profiling_inventory/profiling_dir",
+          "name": "profiling_dir",
+          "description": "Column `profiling_dir` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "judge_model"
+              "column": "profiling_dir"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/dim_task_completion",
-          "name": "dim_task_completion",
-          "description": "Column `dim_task_completion` from `data/paper_grade_scenario_scores.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "profiling_inventory/profiling_artifact",
+          "name": "profiling_artifact",
+          "description": "Column `profiling_artifact` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "dim_task_completion"
+              "column": "profiling_artifact"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/dim_data_retrieval_accuracy",
-          "name": "dim_data_retrieval_accuracy",
-          "description": "Column `dim_data_retrieval_accuracy` from `data/paper_grade_scenario_scores.csv`.",
+          "@id": "profiling_inventory/has_profiling_summary",
+          "name": "has_profiling_summary",
+          "description": "Column `has_profiling_summary` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Boolean",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "dim_data_retrieval_accuracy"
+              "column": "has_profiling_summary"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/dim_generalized_result_verification",
-          "name": "dim_generalized_result_verification",
-          "description": "Column `dim_generalized_result_verification` from `data/paper_grade_scenario_scores.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "profiling_inventory/profiling_gpu_util_mean",
+          "name": "profiling_gpu_util_mean",
+          "description": "Column `profiling_gpu_util_mean` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "dim_generalized_result_verification"
+              "column": "profiling_gpu_util_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/dim_agent_sequence_correct",
-          "name": "dim_agent_sequence_correct",
-          "description": "Column `dim_agent_sequence_correct` from `data/paper_grade_scenario_scores.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "profiling_inventory/profiling_gpu_util_max",
+          "name": "profiling_gpu_util_max",
+          "description": "Column `profiling_gpu_util_max` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "dim_agent_sequence_correct"
+              "column": "profiling_gpu_util_max"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/dim_clarity_and_justification",
-          "name": "dim_clarity_and_justification",
-          "description": "Column `dim_clarity_and_justification` from `data/paper_grade_scenario_scores.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "profiling_inventory/profiling_gpu_mem_used_mib_mean",
+          "name": "profiling_gpu_mem_used_mib_mean",
+          "description": "Column `profiling_gpu_mem_used_mib_mean` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "dim_clarity_and_justification"
+              "column": "profiling_gpu_mem_used_mib_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/dim_hallucinations",
-          "name": "dim_hallucinations",
-          "description": "Column `dim_hallucinations` from `data/paper_grade_scenario_scores.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "profiling_inventory/profiling_gpu_mem_used_mib_max",
+          "name": "profiling_gpu_mem_used_mib_max",
+          "description": "Column `profiling_gpu_mem_used_mib_max` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "dim_hallucinations"
+              "column": "profiling_gpu_mem_used_mib_max"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/score_6d",
-          "name": "score_6d",
-          "description": "Column `score_6d` from `data/paper_grade_scenario_scores.csv`.",
+          "@id": "profiling_inventory/profiling_power_draw_w_mean",
+          "name": "profiling_power_draw_w_mean",
+          "description": "Column `profiling_power_draw_w_mean` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "score_6d"
+              "column": "profiling_power_draw_w_mean"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/pass_threshold",
-          "name": "pass_threshold",
-          "description": "Column `pass_threshold` from `data/paper_grade_scenario_scores.csv`.",
+          "@id": "profiling_inventory/profiling_power_draw_w_max",
+          "name": "profiling_power_draw_w_max",
+          "description": "Column `profiling_power_draw_w_max` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Float",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "pass_threshold"
+              "column": "profiling_power_draw_w_max"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/pass",
-          "name": "pass",
-          "description": "Column `pass` from `data/paper_grade_scenario_scores.csv`.",
-          "dataType": "sc:Boolean",
+          "@id": "profiling_inventory/profiling_nvidia_smi_samples",
+          "name": "profiling_nvidia_smi_samples",
+          "description": "Column `profiling_nvidia_smi_samples` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Integer",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "pass"
+              "column": "profiling_nvidia_smi_samples"
             }
           }
         },
         {
           "@type": "cr:Field",
-          "@id": "paper_grade_scenario_scores/trajectory_file",
-          "name": "trajectory_file",
-          "description": "Column `trajectory_file` from `data/paper_grade_scenario_scores.csv`.",
+          "@id": "profiling_inventory/notes",
+          "name": "notes",
+          "description": "Column `notes` from `data/profiling_inventory.csv`.",
           "dataType": "sc:Text",
           "source": {
             "fileObject": {
-              "@id": "data/paper_grade_scenario_scores.csv"
+              "@id": "data/profiling_inventory.csv"
             },
             "extract": {
-              "column": "trajectory_file"
+              "column": "notes"
             }
           }
         }
diff --git a/croissant.pretty.json b/croissant.pretty.json
index 6e8a8615931072c10ebe2065bbb40a74f944e759..034510438ba1f6676a6543fc0c5cf6228fc40ab9 100644
--- a/croissant.pretty.json
+++ b/croissant.pretty.json
@@ -1,3693 +1,5092 @@
 {
-    "@context": {
-        "@language": "en",
-        "@vocab": "https://schema.org/",
-        "cr": "http://mlcommons.org/croissant/",
-        "dct": "http://purl.org/dc/terms/",
-        "sc": "https://schema.org/",
-        "conformsTo": "dct:conformsTo",
-        "fileObject": "cr:fileObject",
-        "fileSet": "cr:fileSet",
-        "recordSet": "cr:recordSet",
-        "field": "cr:field",
-        "dataType": {
-            "@id": "cr:dataType",
-            "@type": "@vocab"
-        },
-        "source": "cr:source",
-        "extract": "cr:extract",
-        "column": "cr:column"
+  "@context": {
+    "@language": "en",
+    "@vocab": "https://schema.org/",
+    "citeAs": "cr:citeAs",
+    "column": "cr:column",
+    "conformsTo": "dct:conformsTo",
+    "cr": "http://mlcommons.org/croissant/",
+    "data": {
+      "@id": "cr:data",
+      "@type": "@json"
     },
-    "@type": "sc:Dataset",
-    "@id": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact",
-    "name": "SmartGridBench Review Artifact",
-    "alternateName": [
-        "SmartGridBench",
-        "smartgridbench-review-artifact"
-    ],
-    "description": "Anonymous NeurIPS 2026 reviewer artifact for SmartGridBench: Smart Grid transformer-maintenance scenarios, evidence registries, judged run summaries, and manual judge-audit metadata for tool-using language-agent evaluation.",
-    "url": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact",
-    "sameAs": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact",
-    "version": "neurips2026-review-v1",
-    "datePublished": "2026-05-06",
-    "license": "https://creativecommons.org/licenses/by/4.0/",
-    "creator": {
-        "@type": "Organization",
-        "name": "Anonymous Authors"
+    "dataType": {
+      "@id": "cr:dataType",
+      "@type": "@vocab"
     },
-    "publisher": {
-        "@type": "Organization",
-        "name": "Anonymous Authors"
+    "dct": "http://purl.org/dc/terms/",
+    "examples": {
+      "@id": "cr:examples",
+      "@type": "@json"
     },
-    "keywords": [
-        "smart grid",
-        "transformer maintenance",
-        "agent benchmark",
-        "Model Context Protocol",
-        "tool-use",
-        "LLM evaluation",
-        "Croissant"
-    ],
-    "conformsTo": "http://mlcommons.org/croissant/1.0",
-    "distribution": [
-        {
-            "@type": "cr:FileObject",
-            "@id": "repository",
-            "name": "Hugging Face dataset repository",
-            "description": "Public anonymous reviewer artifact repository containing all package files.",
-            "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact",
-            "encodingFormat": "text/html"
-        },
-        {
-            "@type": "cr:FileObject",
-            "@id": "data/evidence_registry.csv",
-            "name": "data/evidence_registry.csv",
-            "description": "CSV table `data/evidence_registry.csv` from the SmartGridBench reviewer artifact.",
-            "contentUrl": "https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/data/evidence_registry.csv",
-            "encodingFormat": "text/csv",
-            "sha256": "72786fdc3abaf4fcbb45c474f78c9329f99c646f13468ddc028b67af5287bea6"
-        },
-        {
-            "@type": "cr:FileObject",
-            "@id": "data/failure_evidence_table.csv",
-            "name": "data/failure_evidence_table.csv",
-            "description": "CSV table `data/failure_evidence_table.csv` from the SmartGridBench reviewer artifact.",
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+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/row_group",
+          "name": "row_group",
+          "description": "Column `row_group` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "row_group"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/status",
+          "name": "status",
+          "description": "Column `status` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "status"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/include_in_paper",
+          "name": "include_in_paper",
+          "description": "Column `include_in_paper` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "include_in_paper"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/reason",
+          "name": "reason",
+          "description": "Column `reason` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "reason"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/superseded_by",
+          "name": "superseded_by",
+          "description": "Column `superseded_by` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "superseded_by"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/git_sha",
+          "name": "git_sha",
+          "description": "Column `git_sha` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "git_sha"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/pr_floor",
+          "name": "pr_floor",
+          "description": "Column `pr_floor` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "pr_floor"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/scenario_set",
+          "name": "scenario_set",
+          "description": "Column `scenario_set` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "scenario_set"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/trials",
+          "name": "trials",
+          "description": "Column `trials` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "trials"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/scenario_count",
+          "name": "scenario_count",
+          "description": "Column `scenario_count` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "scenario_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/raw_json_count",
+          "name": "raw_json_count",
+          "description": "Column `raw_json_count` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "raw_json_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/latency_count",
+          "name": "latency_count",
+          "description": "Column `latency_count` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "latency_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/judge_count",
+          "name": "judge_count",
+          "description": "Column `judge_count` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "judge_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/artifact_path",
+          "name": "artifact_path",
+          "description": "Column `artifact_path` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "artifact_path"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/score_source",
+          "name": "score_source",
+          "description": "Column `score_source` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "score_source"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "evidence_registry/notes",
+          "name": "notes",
+          "description": "Column `notes` from `data/evidence_registry.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/evidence_registry.csv"
+            },
+            "extract": {
+              "column": "notes"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "failure_evidence_table",
+      "name": "failure_evidence_table",
+      "description": "Tabular records from `data/failure_evidence_table.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/cell",
+          "name": "cell",
+          "description": "Column `cell` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "cell"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/orchestration_mode",
+          "name": "orchestration_mode",
+          "description": "Column `orchestration_mode` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "orchestration_mode"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/mcp_mode",
+          "name": "mcp_mode",
+          "description": "Column `mcp_mode` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "mcp_mode"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/scenario_id",
+          "name": "scenario_id",
+          "description": "Column `scenario_id` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "scenario_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/trial_index",
+          "name": "trial_index",
+          "description": "Column `trial_index` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "trial_index"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/failure_stage",
+          "name": "failure_stage",
+          "description": "Column `failure_stage` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "failure_stage"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/taxonomy_label",
+          "name": "taxonomy_label",
+          "description": "Column `taxonomy_label` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "taxonomy_label"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/symptom",
+          "name": "symptom",
+          "description": "Column `symptom` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "symptom"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/artifact_path",
+          "name": "artifact_path",
+          "description": "Column `artifact_path` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "artifact_path"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/evidence_note",
+          "name": "evidence_note",
+          "description": "Column `evidence_note` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "evidence_note"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/candidate_mitigation",
+          "name": "candidate_mitigation",
+          "description": "Column `candidate_mitigation` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "candidate_mitigation"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_evidence_table/priority",
+          "name": "priority",
+          "description": "Column `priority` from `data/failure_evidence_table.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_evidence_table.csv"
+            },
+            "extract": {
+              "column": "priority"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "failure_taxonomy_current",
+      "name": "failure_taxonomy_current",
+      "description": "Tabular records from `data/failure_taxonomy_current.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/paper_eligible",
+          "name": "paper_eligible",
+          "description": "Column `paper_eligible` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "paper_eligible"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/exclude_reason",
+          "name": "exclude_reason",
+          "description": "Column `exclude_reason` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "exclude_reason"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/auto_taxonomy_label",
+          "name": "auto_taxonomy_label",
+          "description": "Column `auto_taxonomy_label` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "auto_taxonomy_label"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/failed_dims",
+          "name": "failed_dims",
+          "description": "Column `failed_dims` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "failed_dims"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/failed_dim_count",
+          "name": "failed_dim_count",
+          "description": "Column `failed_dim_count` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "failed_dim_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/audit_status",
+          "name": "audit_status",
+          "description": "Column `audit_status` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "audit_status"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/audit_decision",
+          "name": "audit_decision",
+          "description": "Column `audit_decision` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "audit_decision"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/berkeley_label",
+          "name": "berkeley_label",
+          "description": "Column `berkeley_label` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "berkeley_label"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/failure_stage",
+          "name": "failure_stage",
+          "description": "Column `failure_stage` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "failure_stage"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/audit_note",
+          "name": "audit_note",
+          "description": "Column `audit_note` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "audit_note"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/audit_decision_source",
+          "name": "audit_decision_source",
+          "description": "Column `audit_decision_source` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "audit_decision_source"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/score_6d",
+          "name": "score_6d",
+          "description": "Column `score_6d` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "score_6d"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/pass",
+          "name": "pass",
+          "description": "Column `pass` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "pass"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/pass_threshold",
+          "name": "pass_threshold",
+          "description": "Column `pass_threshold` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "pass_threshold"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/dim_task_completion",
+          "name": "dim_task_completion",
+          "description": "Column `dim_task_completion` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "dim_task_completion"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/dim_data_retrieval_accuracy",
+          "name": "dim_data_retrieval_accuracy",
+          "description": "Column `dim_data_retrieval_accuracy` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "dim_data_retrieval_accuracy"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/dim_agent_sequence_correct",
+          "name": "dim_agent_sequence_correct",
+          "description": "Column `dim_agent_sequence_correct` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "dim_agent_sequence_correct"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/dim_clarity_and_justification",
+          "name": "dim_clarity_and_justification",
+          "description": "Column `dim_clarity_and_justification` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "dim_clarity_and_justification"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/dim_generalized_result_verification",
+          "name": "dim_generalized_result_verification",
+          "description": "Column `dim_generalized_result_verification` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "dim_generalized_result_verification"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/dim_hallucinations",
+          "name": "dim_hallucinations",
+          "description": "Column `dim_hallucinations` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "dim_hallucinations"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/cohort_id",
+          "name": "cohort_id",
+          "description": "Column `cohort_id` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "cohort_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/experiment_cell",
+          "name": "experiment_cell",
+          "description": "Column `experiment_cell` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "experiment_cell"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/orchestration_mode",
+          "name": "orchestration_mode",
+          "description": "Column `orchestration_mode` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "orchestration_mode"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/mcp_mode",
+          "name": "mcp_mode",
+          "description": "Column `mcp_mode` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "mcp_mode"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "model_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/judge_model",
+          "name": "judge_model",
+          "description": "Column `judge_model` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "judge_model"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/scenario_id",
+          "name": "scenario_id",
+          "description": "Column `scenario_id` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "scenario_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/scenario_file",
+          "name": "scenario_file",
+          "description": "Column `scenario_file` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "scenario_file"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/trial_index",
+          "name": "trial_index",
+          "description": "Column `trial_index` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "trial_index"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/trajectory_file",
+          "name": "trajectory_file",
+          "description": "Column `trajectory_file` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "trajectory_file"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/wandb_run_url",
+          "name": "wandb_run_url",
+          "description": "Column `wandb_run_url` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "wandb_run_url"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/suggestions",
+          "name": "suggestions",
+          "description": "Column `suggestions` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "suggestions"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/scored_at",
+          "name": "scored_at",
+          "description": "Column `scored_at` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "scored_at"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current/schema_version",
+          "name": "schema_version",
+          "description": "Column `schema_version` from `data/failure_taxonomy_current.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current.csv"
+            },
+            "extract": {
+              "column": "schema_version"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "failure_taxonomy_current_auto_label_counts",
+      "name": "failure_taxonomy_current_auto_label_counts",
+      "description": "Tabular records from `data/failure_taxonomy_current_auto_label_counts.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_auto_label_counts/auto_taxonomy_label",
+          "name": "auto_taxonomy_label",
+          "description": "Column `auto_taxonomy_label` from `data/failure_taxonomy_current_auto_label_counts.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_auto_label_counts.csv"
+            },
+            "extract": {
+              "column": "auto_taxonomy_label"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_auto_label_counts/display_label",
+          "name": "display_label",
+          "description": "Column `display_label` from `data/failure_taxonomy_current_auto_label_counts.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_auto_label_counts.csv"
+            },
+            "extract": {
+              "column": "display_label"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_auto_label_counts/rows",
+          "name": "rows",
+          "description": "Column `rows` from `data/failure_taxonomy_current_auto_label_counts.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_auto_label_counts.csv"
+            },
+            "extract": {
+              "column": "rows"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_auto_label_counts/percent_of_paper_failures",
+          "name": "percent_of_paper_failures",
+          "description": "Column `percent_of_paper_failures` from `data/failure_taxonomy_current_auto_label_counts.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_auto_label_counts.csv"
+            },
+            "extract": {
+              "column": "percent_of_paper_failures"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_auto_label_counts/source_rows",
+          "name": "source_rows",
+          "description": "Column `source_rows` from `data/failure_taxonomy_current_auto_label_counts.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_auto_label_counts.csv"
+            },
+            "extract": {
+              "column": "source_rows"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_auto_label_counts/source_csv",
+          "name": "source_csv",
+          "description": "Column `source_csv` from `data/failure_taxonomy_current_auto_label_counts.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_auto_label_counts.csv"
+            },
+            "extract": {
+              "column": "source_csv"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "failure_taxonomy_current_failed_dim_counts",
+      "name": "failure_taxonomy_current_failed_dim_counts",
+      "description": "Tabular records from `data/failure_taxonomy_current_failed_dim_counts.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_failed_dim_counts/failed_dim_count",
+          "name": "failed_dim_count",
+          "description": "Column `failed_dim_count` from `data/failure_taxonomy_current_failed_dim_counts.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_failed_dim_counts.csv"
+            },
+            "extract": {
+              "column": "failed_dim_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_failed_dim_counts/rows",
+          "name": "rows",
+          "description": "Column `rows` from `data/failure_taxonomy_current_failed_dim_counts.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_failed_dim_counts.csv"
+            },
+            "extract": {
+              "column": "rows"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_failed_dim_counts/percent_of_paper_failures",
+          "name": "percent_of_paper_failures",
+          "description": "Column `percent_of_paper_failures` from `data/failure_taxonomy_current_failed_dim_counts.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_failed_dim_counts.csv"
+            },
+            "extract": {
+              "column": "percent_of_paper_failures"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_failed_dim_counts/source_rows",
+          "name": "source_rows",
+          "description": "Column `source_rows` from `data/failure_taxonomy_current_failed_dim_counts.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_failed_dim_counts.csv"
+            },
+            "extract": {
+              "column": "source_rows"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_failed_dim_counts/source_csv",
+          "name": "source_csv",
+          "description": "Column `source_csv` from `data/failure_taxonomy_current_failed_dim_counts.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_failed_dim_counts.csv"
+            },
+            "extract": {
+              "column": "source_csv"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "failure_taxonomy_current_manual_audit_counts",
+      "name": "failure_taxonomy_current_manual_audit_counts",
+      "description": "Tabular records from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_manual_audit_counts/section",
+          "name": "section",
+          "description": "Column `section` from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_manual_audit_counts.csv"
+            },
+            "extract": {
+              "column": "section"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_manual_audit_counts/value",
+          "name": "value",
+          "description": "Column `value` from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_manual_audit_counts.csv"
+            },
+            "extract": {
+              "column": "value"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_manual_audit_counts/rows",
+          "name": "rows",
+          "description": "Column `rows` from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_manual_audit_counts.csv"
+            },
+            "extract": {
+              "column": "rows"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_manual_audit_counts/percent_of_manual_sample",
+          "name": "percent_of_manual_sample",
+          "description": "Column `percent_of_manual_sample` from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_manual_audit_counts.csv"
+            },
+            "extract": {
+              "column": "percent_of_manual_sample"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_manual_audit_counts/source_rows",
+          "name": "source_rows",
+          "description": "Column `source_rows` from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_manual_audit_counts.csv"
+            },
+            "extract": {
+              "column": "source_rows"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "failure_taxonomy_current_manual_audit_counts/source_csv",
+          "name": "source_csv",
+          "description": "Column `source_csv` from `data/failure_taxonomy_current_manual_audit_counts.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/failure_taxonomy_current_manual_audit_counts.csv"
+            },
+            "extract": {
+              "column": "source_csv"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "gcp_post175_70b_summary",
+      "name": "gcp_post175_70b_summary",
+      "description": "Tabular records from `data/gcp_post175_70b_summary.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/cohort",
+          "name": "cohort",
+          "description": "Column `cohort` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "cohort"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/batch_prefix",
+          "name": "batch_prefix",
+          "description": "Column `batch_prefix` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "batch_prefix"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/row_group",
+          "name": "row_group",
+          "description": "Column `row_group` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "row_group"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/run_dir",
+          "name": "run_dir",
+          "description": "Column `run_dir` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "run_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/raw_json_count",
+          "name": "raw_json_count",
+          "description": "Column `raw_json_count` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "raw_json_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/latency_count",
+          "name": "latency_count",
+          "description": "Column `latency_count` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "latency_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/judge_count",
+          "name": "judge_count",
+          "description": "Column `judge_count` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "judge_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/judge_pass_count",
+          "name": "judge_pass_count",
+          "description": "Column `judge_pass_count` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "judge_pass_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/judge_pass_rate",
+          "name": "judge_pass_rate",
+          "description": "Column `judge_pass_rate` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "judge_pass_rate"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/judge_score_mean",
+          "name": "judge_score_mean",
+          "description": "Column `judge_score_mean` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "judge_score_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/judge_score_p50",
+          "name": "judge_score_p50",
+          "description": "Column `judge_score_p50` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "judge_score_p50"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/scenario_count",
+          "name": "scenario_count",
+          "description": "Column `scenario_count` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "scenario_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/trials",
+          "name": "trials",
+          "description": "Column `trials` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "trials"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/git_sha",
+          "name": "git_sha",
+          "description": "Column `git_sha` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "git_sha"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/git_dirty",
+          "name": "git_dirty",
+          "description": "Column `git_dirty` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "git_dirty"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_70b_summary/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/gcp_post175_70b_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_70b_summary.csv"
+            },
+            "extract": {
+              "column": "model_id"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "gcp_post175_core31_summary",
+      "name": "gcp_post175_core31_summary",
+      "description": "Tabular records from `data/gcp_post175_core31_summary.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/cohort",
+          "name": "cohort",
+          "description": "Column `cohort` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "cohort"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/batch_prefix",
+          "name": "batch_prefix",
+          "description": "Column `batch_prefix` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "batch_prefix"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/row_group",
+          "name": "row_group",
+          "description": "Column `row_group` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "row_group"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/run_dir",
+          "name": "run_dir",
+          "description": "Column `run_dir` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "run_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/raw_json_count",
+          "name": "raw_json_count",
+          "description": "Column `raw_json_count` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "raw_json_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/latency_count",
+          "name": "latency_count",
+          "description": "Column `latency_count` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "latency_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/judge_count",
+          "name": "judge_count",
+          "description": "Column `judge_count` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "judge_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/judge_pass_count",
+          "name": "judge_pass_count",
+          "description": "Column `judge_pass_count` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "judge_pass_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/judge_pass_rate",
+          "name": "judge_pass_rate",
+          "description": "Column `judge_pass_rate` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "judge_pass_rate"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/judge_score_mean",
+          "name": "judge_score_mean",
+          "description": "Column `judge_score_mean` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "judge_score_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/judge_score_p50",
+          "name": "judge_score_p50",
+          "description": "Column `judge_score_p50` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "judge_score_p50"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/scenario_count",
+          "name": "scenario_count",
+          "description": "Column `scenario_count` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "scenario_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/git_sha",
+          "name": "git_sha",
+          "description": "Column `git_sha` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "git_sha"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/git_dirty",
+          "name": "git_dirty",
+          "description": "Column `git_dirty` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "git_dirty"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_core31_summary/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/gcp_post175_core31_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_core31_summary.csv"
+            },
+            "extract": {
+              "column": "model_id"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "gcp_post175_final_summary",
+      "name": "gcp_post175_final_summary",
+      "description": "Tabular records from `data/gcp_post175_final_summary.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/cohort",
+          "name": "cohort",
+          "description": "Column `cohort` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "cohort"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/batch_prefix",
+          "name": "batch_prefix",
+          "description": "Column `batch_prefix` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "batch_prefix"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/row_group",
+          "name": "row_group",
+          "description": "Column `row_group` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "row_group"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/run_dir",
+          "name": "run_dir",
+          "description": "Column `run_dir` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "run_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/raw_json_count",
+          "name": "raw_json_count",
+          "description": "Column `raw_json_count` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "raw_json_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/latency_count",
+          "name": "latency_count",
+          "description": "Column `latency_count` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "latency_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/judge_count",
+          "name": "judge_count",
+          "description": "Column `judge_count` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "judge_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/judge_pass_count",
+          "name": "judge_pass_count",
+          "description": "Column `judge_pass_count` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "judge_pass_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/judge_pass_rate",
+          "name": "judge_pass_rate",
+          "description": "Column `judge_pass_rate` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "judge_pass_rate"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/judge_score_mean",
+          "name": "judge_score_mean",
+          "description": "Column `judge_score_mean` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "judge_score_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/judge_score_p50",
+          "name": "judge_score_p50",
+          "description": "Column `judge_score_p50` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "judge_score_p50"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/scenario_count",
+          "name": "scenario_count",
+          "description": "Column `scenario_count` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "scenario_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/git_sha",
+          "name": "git_sha",
+          "description": "Column `git_sha` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "git_sha"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/git_dirty",
+          "name": "git_dirty",
+          "description": "Column `git_dirty` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "git_dirty"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_final_summary/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/gcp_post175_final_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_final_summary.csv"
+            },
+            "extract": {
+              "column": "model_id"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "gcp_post175_mitigation_4tier_summary",
+      "name": "gcp_post175_mitigation_4tier_summary",
+      "description": "Tabular records from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/cohort",
+          "name": "cohort",
+          "description": "Column `cohort` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "cohort"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/batch_prefix",
+          "name": "batch_prefix",
+          "description": "Column `batch_prefix` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "batch_prefix"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/row_group",
+          "name": "row_group",
+          "description": "Column `row_group` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "row_group"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/run_dir",
+          "name": "run_dir",
+          "description": "Column `run_dir` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "run_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/raw_json_count",
+          "name": "raw_json_count",
+          "description": "Column `raw_json_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "raw_json_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/latency_count",
+          "name": "latency_count",
+          "description": "Column `latency_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "latency_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/judge_count",
+          "name": "judge_count",
+          "description": "Column `judge_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "judge_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/judge_pass_count",
+          "name": "judge_pass_count",
+          "description": "Column `judge_pass_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "judge_pass_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/judge_pass_rate",
+          "name": "judge_pass_rate",
+          "description": "Column `judge_pass_rate` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "judge_pass_rate"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/judge_score_mean",
+          "name": "judge_score_mean",
+          "description": "Column `judge_score_mean` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "judge_score_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/judge_score_p50",
+          "name": "judge_score_p50",
+          "description": "Column `judge_score_p50` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "judge_score_p50"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/scenario_count",
+          "name": "scenario_count",
+          "description": "Column `scenario_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "scenario_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/git_sha",
+          "name": "git_sha",
+          "description": "Column `git_sha` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "git_sha"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/git_dirty",
+          "name": "git_dirty",
+          "description": "Column `git_dirty` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "git_dirty"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "model_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/baseline_row_group",
+          "name": "baseline_row_group",
+          "description": "Column `baseline_row_group` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "baseline_row_group"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/pass_rate_lift_vs_baseline",
+          "name": "pass_rate_lift_vs_baseline",
+          "description": "Column `pass_rate_lift_vs_baseline` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "pass_rate_lift_vs_baseline"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "gcp_post175_mitigation_4tier_summary/score_mean_lift_vs_baseline",
+          "name": "score_mean_lift_vs_baseline",
+          "description": "Column `score_mean_lift_vs_baseline` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
+            },
+            "extract": {
+              "column": "score_mean_lift_vs_baseline"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "manual_judge_audit",
+      "name": "manual_judge_audit",
+      "description": "Tabular records from `data/manual_judge_audit.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/audit_id",
+          "name": "audit_id",
+          "description": "Column `audit_id` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "audit_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/audit_date",
+          "name": "audit_date",
+          "description": "Column `audit_date` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "audit_date"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/batch_id",
+          "name": "batch_id",
+          "description": "Column `batch_id` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "batch_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/run_label",
+          "name": "run_label",
+          "description": "Column `run_label` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "run_label"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/scenario_id",
+          "name": "scenario_id",
+          "description": "Column `scenario_id` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "scenario_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/trial_index",
+          "name": "trial_index",
+          "description": "Column `trial_index` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "trial_index"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/trajectory_file",
+          "name": "trajectory_file",
+          "description": "Column `trajectory_file` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "trajectory_file"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/judge_score_6d",
+          "name": "judge_score_6d",
+          "description": "Column `judge_score_6d` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "judge_score_6d"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/judge_pass",
+          "name": "judge_pass",
+          "description": "Column `judge_pass` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "judge_pass"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/manual_pass",
+          "name": "manual_pass",
+          "description": "Column `manual_pass` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "manual_pass"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/judge_manual_agree",
+          "name": "judge_manual_agree",
+          "description": "Column `judge_manual_agree` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "judge_manual_agree"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/manual_error_class",
+          "name": "manual_error_class",
+          "description": "Column `manual_error_class` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "manual_error_class"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/obvious_hallucination_or_unsupported_claim",
+          "name": "obvious_hallucination_or_unsupported_claim",
+          "description": "Column `obvious_hallucination_or_unsupported_claim` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "obvious_hallucination_or_unsupported_claim"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/missing_required_action",
+          "name": "missing_required_action",
+          "description": "Column `missing_required_action` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "missing_required_action"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/unsafe_or_invalid_action",
+          "name": "unsafe_or_invalid_action",
+          "description": "Column `unsafe_or_invalid_action` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "unsafe_or_invalid_action"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/missing_or_invalid_evidence",
+          "name": "missing_or_invalid_evidence",
+          "description": "Column `missing_or_invalid_evidence` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "missing_or_invalid_evidence"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/trajectory_success_flag",
+          "name": "trajectory_success_flag",
+          "description": "Column `trajectory_success_flag` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "trajectory_success_flag"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/tool_error_count",
+          "name": "tool_error_count",
+          "description": "Column `tool_error_count` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "tool_error_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "manual_judge_audit/manual_note",
+          "name": "manual_note",
+          "description": "Column `manual_note` from `data/manual_judge_audit.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/manual_judge_audit.csv"
+            },
+            "extract": {
+              "column": "manual_note"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "mitigation_before_after",
+      "name": "mitigation_before_after",
+      "description": "Tabular records from `data/mitigation_before_after.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/lane",
+          "name": "lane",
+          "description": "Column `lane` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "lane"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/phase",
+          "name": "phase",
+          "description": "Column `phase` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "phase"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/cell",
+          "name": "cell",
+          "description": "Column `cell` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "cell"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/orchestration_mode",
+          "name": "orchestration_mode",
+          "description": "Column `orchestration_mode` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "orchestration_mode"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/mcp_mode",
+          "name": "mcp_mode",
+          "description": "Column `mcp_mode` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "mcp_mode"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "model_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/slurm_job_id",
+          "name": "slurm_job_id",
+          "description": "Column `slurm_job_id` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "slurm_job_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/git_sha",
+          "name": "git_sha",
+          "description": "Column `git_sha` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "git_sha"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/scenario_set_name",
+          "name": "scenario_set_name",
+          "description": "Column `scenario_set_name` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "scenario_set_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/scenario_set_hash",
+          "name": "scenario_set_hash",
+          "description": "Column `scenario_set_hash` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "scenario_set_hash"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/experiment_family",
+          "name": "experiment_family",
+          "description": "Column `experiment_family` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "experiment_family"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/experiment_cell",
+          "name": "experiment_cell",
+          "description": "Column `experiment_cell` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "experiment_cell"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/wandb_run_url",
+          "name": "wandb_run_url",
+          "description": "Column `wandb_run_url` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "wandb_run_url"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/benchmark_config_path",
+          "name": "benchmark_config_path",
+          "description": "Column `benchmark_config_path` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "benchmark_config_path"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/benchmark_summary_path",
+          "name": "benchmark_summary_path",
+          "description": "Column `benchmark_summary_path` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "benchmark_summary_path"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/host_name",
+          "name": "host_name",
+          "description": "Column `host_name` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "host_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/gpu_type",
+          "name": "gpu_type",
+          "description": "Column `gpu_type` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "gpu_type"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/run_status",
+          "name": "run_status",
+          "description": "Column `run_status` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "run_status"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/finished_at",
+          "name": "finished_at",
+          "description": "Column `finished_at` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "finished_at"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/scenarios_attempted",
+          "name": "scenarios_attempted",
+          "description": "Column `scenarios_attempted` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "scenarios_attempted"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/scenarios_completed",
+          "name": "scenarios_completed",
+          "description": "Column `scenarios_completed` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "scenarios_completed"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/success_rate",
+          "name": "success_rate",
+          "description": "Column `success_rate` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "success_rate"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/failure_count",
+          "name": "failure_count",
+          "description": "Column `failure_count` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "failure_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/wall_clock_seconds_total",
+          "name": "wall_clock_seconds_total",
+          "description": "Column `wall_clock_seconds_total` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "wall_clock_seconds_total"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/latency_seconds_mean",
+          "name": "latency_seconds_mean",
+          "description": "Column `latency_seconds_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "latency_seconds_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/latency_seconds_p50",
+          "name": "latency_seconds_p50",
+          "description": "Column `latency_seconds_p50` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "latency_seconds_p50"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/latency_seconds_p95",
+          "name": "latency_seconds_p95",
+          "description": "Column `latency_seconds_p95` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "latency_seconds_p95"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/mcp_latency_seconds_mean",
+          "name": "mcp_latency_seconds_mean",
+          "description": "Column `mcp_latency_seconds_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "mcp_latency_seconds_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/mcp_latency_seconds_p95",
+          "name": "mcp_latency_seconds_p95",
+          "description": "Column `mcp_latency_seconds_p95` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "mcp_latency_seconds_p95"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/tool_latency_seconds_mean",
+          "name": "tool_latency_seconds_mean",
+          "description": "Column `tool_latency_seconds_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "tool_latency_seconds_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/tool_call_count_total",
+          "name": "tool_call_count_total",
+          "description": "Column `tool_call_count_total` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "tool_call_count_total"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/tool_call_count_mean",
+          "name": "tool_call_count_mean",
+          "description": "Column `tool_call_count_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "tool_call_count_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/tool_error_count",
+          "name": "tool_error_count",
+          "description": "Column `tool_error_count` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "tool_error_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/input_tokens_total",
+          "name": "input_tokens_total",
+          "description": "Column `input_tokens_total` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "input_tokens_total"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/output_tokens_total",
+          "name": "output_tokens_total",
+          "description": "Column `output_tokens_total` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "output_tokens_total"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/tokens_per_second_mean",
+          "name": "tokens_per_second_mean",
+          "description": "Column `tokens_per_second_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "tokens_per_second_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/judge_score_mean",
+          "name": "judge_score_mean",
+          "description": "Column `judge_score_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "judge_score_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/judge_score_p50",
+          "name": "judge_score_p50",
+          "description": "Column `judge_score_p50` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "judge_score_p50"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/judge_score_p95",
+          "name": "judge_score_p95",
+          "description": "Column `judge_score_p95` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "judge_score_p95"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/judge_score_p5",
+          "name": "judge_score_p5",
+          "description": "Column `judge_score_p5` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "judge_score_p5"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/judge_pass_rate",
+          "name": "judge_pass_rate",
+          "description": "Column `judge_pass_rate` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "judge_pass_rate"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/benchmark_run_dir",
+          "name": "benchmark_run_dir",
+          "description": "Column `benchmark_run_dir` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "benchmark_run_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/profiling_dir",
+          "name": "profiling_dir",
+          "description": "Column `profiling_dir` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "profiling_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/torch_profile_dir",
+          "name": "torch_profile_dir",
+          "description": "Column `torch_profile_dir` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "torch_profile_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/replay_dir",
+          "name": "replay_dir",
+          "description": "Column `replay_dir` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "replay_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/profiling_summary",
+          "name": "profiling_summary",
+          "description": "Column `profiling_summary` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "profiling_summary"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/profiling_gpu_util_mean",
+          "name": "profiling_gpu_util_mean",
+          "description": "Column `profiling_gpu_util_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "profiling_gpu_util_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/profiling_gpu_util_max",
+          "name": "profiling_gpu_util_max",
+          "description": "Column `profiling_gpu_util_max` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "profiling_gpu_util_max"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/profiling_gpu_mem_used_mib_mean",
+          "name": "profiling_gpu_mem_used_mib_mean",
+          "description": "Column `profiling_gpu_mem_used_mib_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "profiling_gpu_mem_used_mib_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/profiling_gpu_mem_used_mib_max",
+          "name": "profiling_gpu_mem_used_mib_max",
+          "description": "Column `profiling_gpu_mem_used_mib_max` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "profiling_gpu_mem_used_mib_max"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/profiling_power_draw_w_mean",
+          "name": "profiling_power_draw_w_mean",
+          "description": "Column `profiling_power_draw_w_mean` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "profiling_power_draw_w_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/profiling_power_draw_w_max",
+          "name": "profiling_power_draw_w_max",
+          "description": "Column `profiling_power_draw_w_max` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "profiling_power_draw_w_max"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/mitigation_name",
+          "name": "mitigation_name",
+          "description": "Column `mitigation_name` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "mitigation_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/mitigation_enabled",
+          "name": "mitigation_enabled",
+          "description": "Column `mitigation_enabled` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "mitigation_enabled"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/mitigation_guard_triggered",
+          "name": "mitigation_guard_triggered",
+          "description": "Column `mitigation_guard_triggered` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "mitigation_guard_triggered"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/mitigation_guard_blocked_final_answer",
+          "name": "mitigation_guard_blocked_final_answer",
+          "description": "Column `mitigation_guard_blocked_final_answer` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "mitigation_guard_blocked_final_answer"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/mitigation_guard_blocked_work_order",
+          "name": "mitigation_guard_blocked_work_order",
+          "description": "Column `mitigation_guard_blocked_work_order` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "mitigation_guard_blocked_work_order"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/repair_attempt_count",
+          "name": "repair_attempt_count",
+          "description": "Column `repair_attempt_count` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "repair_attempt_count"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/repair_success_rate",
+          "name": "repair_success_rate",
+          "description": "Column `repair_success_rate` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "repair_success_rate"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/supported_success_after_repair_rate",
+          "name": "supported_success_after_repair_rate",
+          "description": "Column `supported_success_after_repair_rate` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "supported_success_after_repair_rate"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/fault_risk_adjudication_decision",
+          "name": "fault_risk_adjudication_decision",
+          "description": "Column `fault_risk_adjudication_decision` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "fault_risk_adjudication_decision"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/comparison_status",
+          "name": "comparison_status",
+          "description": "Column `comparison_status` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "comparison_status"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_before_after/notes",
+          "name": "notes",
+          "description": "Column `notes` from `data/mitigation_before_after.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_before_after.csv"
+            },
+            "extract": {
+              "column": "notes"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "mitigation_run_inventory",
+      "name": "mitigation_run_inventory",
+      "description": "Tabular records from `data/mitigation_run_inventory.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/lane",
+          "name": "lane",
+          "description": "Column `lane` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "lane"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/mitigation_name",
+          "name": "mitigation_name",
+          "description": "Column `mitigation_name` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "mitigation_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/before_run",
+          "name": "before_run",
+          "description": "Column `before_run` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "before_run"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/after_run",
+          "name": "after_run",
+          "description": "Column `after_run` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "after_run"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/before_status",
+          "name": "before_status",
+          "description": "Column `before_status` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "before_status"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/after_status",
+          "name": "after_status",
+          "description": "Column `after_status` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "after_status"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/notes",
+          "name": "notes",
+          "description": "Column `notes` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "notes"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/rank",
+          "name": "rank",
+          "description": "Column `rank` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "rank"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/target_pattern",
+          "name": "target_pattern",
+          "description": "Column `target_pattern` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "target_pattern"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/evidence_rows",
+          "name": "evidence_rows",
+          "description": "Column `evidence_rows` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "evidence_rows"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/primary_metric",
+          "name": "primary_metric",
+          "description": "Column `primary_metric` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "primary_metric"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/secondary_metrics",
+          "name": "secondary_metrics",
+          "description": "Column `secondary_metrics` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "secondary_metrics"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/stop_condition",
+          "name": "stop_condition",
+          "description": "Column `stop_condition` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "stop_condition"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/owner_issue",
+          "name": "owner_issue",
+          "description": "Column `owner_issue` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "owner_issue"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "mitigation_run_inventory/implementation_status",
+          "name": "implementation_status",
+          "description": "Column `implementation_status` from `data/mitigation_run_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/mitigation_run_inventory.csv"
+            },
+            "extract": {
+              "column": "implementation_status"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "paper_grade_scenario_scores",
+      "name": "paper_grade_scenario_scores",
+      "description": "Tabular records from `data/paper_grade_scenario_scores.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/scenario_id",
+          "name": "scenario_id",
+          "description": "Column `scenario_id` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "scenario_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/scenario_file",
+          "name": "scenario_file",
+          "description": "Column `scenario_file` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "scenario_file"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/trial_index",
+          "name": "trial_index",
+          "description": "Column `trial_index` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "trial_index"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/experiment_cell",
+          "name": "experiment_cell",
+          "description": "Column `experiment_cell` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "experiment_cell"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/orchestration_mode",
+          "name": "orchestration_mode",
+          "description": "Column `orchestration_mode` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "orchestration_mode"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/mcp_mode",
+          "name": "mcp_mode",
+          "description": "Column `mcp_mode` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "mcp_mode"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "model_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/judge_model",
+          "name": "judge_model",
+          "description": "Column `judge_model` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "judge_model"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/dim_task_completion",
+          "name": "dim_task_completion",
+          "description": "Column `dim_task_completion` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "dim_task_completion"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/dim_data_retrieval_accuracy",
+          "name": "dim_data_retrieval_accuracy",
+          "description": "Column `dim_data_retrieval_accuracy` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "dim_data_retrieval_accuracy"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/dim_generalized_result_verification",
+          "name": "dim_generalized_result_verification",
+          "description": "Column `dim_generalized_result_verification` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "dim_generalized_result_verification"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/dim_agent_sequence_correct",
+          "name": "dim_agent_sequence_correct",
+          "description": "Column `dim_agent_sequence_correct` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "dim_agent_sequence_correct"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/dim_clarity_and_justification",
+          "name": "dim_clarity_and_justification",
+          "description": "Column `dim_clarity_and_justification` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "dim_clarity_and_justification"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/dim_hallucinations",
+          "name": "dim_hallucinations",
+          "description": "Column `dim_hallucinations` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "dim_hallucinations"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/score_6d",
+          "name": "score_6d",
+          "description": "Column `score_6d` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "score_6d"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/pass_threshold",
+          "name": "pass_threshold",
+          "description": "Column `pass_threshold` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "pass_threshold"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/pass",
+          "name": "pass",
+          "description": "Column `pass` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "pass"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "paper_grade_scenario_scores/trajectory_file",
+          "name": "trajectory_file",
+          "description": "Column `trajectory_file` from `data/paper_grade_scenario_scores.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/paper_grade_scenario_scores.csv"
+            },
+            "extract": {
+              "column": "trajectory_file"
+            }
+          }
+        }
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "profiling_inventory",
+      "name": "profiling_inventory",
+      "description": "Tabular records from `data/profiling_inventory.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/benchmark_run_dir",
+          "name": "benchmark_run_dir",
+          "description": "Column `benchmark_run_dir` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "benchmark_run_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/run_name",
+          "name": "run_name",
+          "description": "Column `run_name` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "run_name"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/benchmark_cell_dir",
+          "name": "benchmark_cell_dir",
+          "description": "Column `benchmark_cell_dir` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "benchmark_cell_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/experiment_cell",
+          "name": "experiment_cell",
+          "description": "Column `experiment_cell` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "experiment_cell"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/orchestration_mode",
+          "name": "orchestration_mode",
+          "description": "Column `orchestration_mode` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "orchestration_mode"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/mcp_mode",
+          "name": "mcp_mode",
+          "description": "Column `mcp_mode` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "mcp_mode"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/model_id",
+          "name": "model_id",
+          "description": "Column `model_id` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "model_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/git_sha",
+          "name": "git_sha",
+          "description": "Column `git_sha` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "git_sha"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/registry_status",
+          "name": "registry_status",
+          "description": "Column `registry_status` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "registry_status"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/include_in_paper",
+          "name": "include_in_paper",
+          "description": "Column `include_in_paper` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "include_in_paper"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/registry_reason",
+          "name": "registry_reason",
+          "description": "Column `registry_reason` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "registry_reason"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/run_status",
+          "name": "run_status",
+          "description": "Column `run_status` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "run_status"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/started_at",
+          "name": "started_at",
+          "description": "Column `started_at` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "started_at"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/finished_at",
+          "name": "finished_at",
+          "description": "Column `finished_at` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "finished_at"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/total_runs",
+          "name": "total_runs",
+          "description": "Column `total_runs` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "total_runs"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/pass",
+          "name": "pass",
+          "description": "Column `pass` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "pass"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/fail",
+          "name": "fail",
+          "description": "Column `fail` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "fail"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/has_wandb",
+          "name": "has_wandb",
+          "description": "Column `has_wandb` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "has_wandb"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/wandb_run_id",
+          "name": "wandb_run_id",
+          "description": "Column `wandb_run_id` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "wandb_run_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/wandb_run_url",
+          "name": "wandb_run_url",
+          "description": "Column `wandb_run_url` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "wandb_run_url"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/has_profiling",
+          "name": "has_profiling",
+          "description": "Column `has_profiling` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "has_profiling"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/profiling_dir",
+          "name": "profiling_dir",
+          "description": "Column `profiling_dir` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "profiling_dir"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/profiling_artifact",
+          "name": "profiling_artifact",
+          "description": "Column `profiling_artifact` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "profiling_artifact"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/has_profiling_summary",
+          "name": "has_profiling_summary",
+          "description": "Column `has_profiling_summary` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Boolean",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "has_profiling_summary"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/profiling_gpu_util_mean",
+          "name": "profiling_gpu_util_mean",
+          "description": "Column `profiling_gpu_util_mean` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "profiling_gpu_util_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/profiling_gpu_util_max",
+          "name": "profiling_gpu_util_max",
+          "description": "Column `profiling_gpu_util_max` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "profiling_gpu_util_max"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/profiling_gpu_mem_used_mib_mean",
+          "name": "profiling_gpu_mem_used_mib_mean",
+          "description": "Column `profiling_gpu_mem_used_mib_mean` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "profiling_gpu_mem_used_mib_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/profiling_gpu_mem_used_mib_max",
+          "name": "profiling_gpu_mem_used_mib_max",
+          "description": "Column `profiling_gpu_mem_used_mib_max` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "profiling_gpu_mem_used_mib_max"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/profiling_power_draw_w_mean",
+          "name": "profiling_power_draw_w_mean",
+          "description": "Column `profiling_power_draw_w_mean` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "profiling_power_draw_w_mean"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/profiling_power_draw_w_max",
+          "name": "profiling_power_draw_w_max",
+          "description": "Column `profiling_power_draw_w_max` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Float",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "profiling_power_draw_w_max"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/profiling_nvidia_smi_samples",
+          "name": "profiling_nvidia_smi_samples",
+          "description": "Column `profiling_nvidia_smi_samples` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Integer",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "profiling_nvidia_smi_samples"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "profiling_inventory/notes",
+          "name": "notes",
+          "description": "Column `notes` from `data/profiling_inventory.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/profiling_inventory.csv"
+            },
+            "extract": {
+              "column": "notes"
+            }
+          }
         }
-    ],
-    "recordSet": [
-        {
-            "@type": "cr:RecordSet",
-            "@id": "evidence_registry",
-            "name": "evidence_registry",
-            "description": "Tabular records from `data/evidence_registry.csv`.",
-            "field": [
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/registry_version",
-                    "name": "registry_version",
-                    "description": "Column `registry_version` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "registry_version"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/cohort_id",
-                    "name": "cohort_id",
-                    "description": "Column `cohort_id` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "cohort_id"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/row_group",
-                    "name": "row_group",
-                    "description": "Column `row_group` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "row_group"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/run_name",
-                    "name": "run_name",
-                    "description": "Column `run_name` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "run_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/status",
-                    "name": "status",
-                    "description": "Column `status` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "status"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/include_in_paper",
-                    "name": "include_in_paper",
-                    "description": "Column `include_in_paper` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "include_in_paper"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/reason",
-                    "name": "reason",
-                    "description": "Column `reason` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "reason"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/superseded_by",
-                    "name": "superseded_by",
-                    "description": "Column `superseded_by` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "superseded_by"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/git_sha",
-                    "name": "git_sha",
-                    "description": "Column `git_sha` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "git_sha"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/pr_floor",
-                    "name": "pr_floor",
-                    "description": "Column `pr_floor` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "pr_floor"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/scenario_set",
-                    "name": "scenario_set",
-                    "description": "Column `scenario_set` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "scenario_set"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/trials",
-                    "name": "trials",
-                    "description": "Column `trials` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "trials"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/scenario_count",
-                    "name": "scenario_count",
-                    "description": "Column `scenario_count` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "scenario_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/raw_json_count",
-                    "name": "raw_json_count",
-                    "description": "Column `raw_json_count` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "raw_json_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/latency_count",
-                    "name": "latency_count",
-                    "description": "Column `latency_count` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "latency_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/judge_count",
-                    "name": "judge_count",
-                    "description": "Column `judge_count` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "judge_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/artifact_path",
-                    "name": "artifact_path",
-                    "description": "Column `artifact_path` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "artifact_path"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/score_source",
-                    "name": "score_source",
-                    "description": "Column `score_source` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "score_source"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "evidence_registry/notes",
-                    "name": "notes",
-                    "description": "Column `notes` from `data/evidence_registry.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/evidence_registry.csv"
-                        },
-                        "extract": {
-                            "column": "notes"
-                        }
-                    }
-                }
-            ]
-        },
-        {
-            "@type": "cr:RecordSet",
-            "@id": "failure_evidence_table",
-            "name": "failure_evidence_table",
-            "description": "Tabular records from `data/failure_evidence_table.csv`.",
-            "field": [
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/run_name",
-                    "name": "run_name",
-                    "description": "Column `run_name` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "run_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/cell",
-                    "name": "cell",
-                    "description": "Column `cell` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "cell"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/orchestration_mode",
-                    "name": "orchestration_mode",
-                    "description": "Column `orchestration_mode` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "orchestration_mode"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/mcp_mode",
-                    "name": "mcp_mode",
-                    "description": "Column `mcp_mode` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "mcp_mode"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/scenario_id",
-                    "name": "scenario_id",
-                    "description": "Column `scenario_id` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "scenario_id"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/trial_index",
-                    "name": "trial_index",
-                    "description": "Column `trial_index` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "trial_index"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/failure_stage",
-                    "name": "failure_stage",
-                    "description": "Column `failure_stage` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "failure_stage"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/taxonomy_label",
-                    "name": "taxonomy_label",
-                    "description": "Column `taxonomy_label` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "taxonomy_label"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/symptom",
-                    "name": "symptom",
-                    "description": "Column `symptom` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "symptom"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/artifact_path",
-                    "name": "artifact_path",
-                    "description": "Column `artifact_path` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "artifact_path"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/evidence_note",
-                    "name": "evidence_note",
-                    "description": "Column `evidence_note` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "evidence_note"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/candidate_mitigation",
-                    "name": "candidate_mitigation",
-                    "description": "Column `candidate_mitigation` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "candidate_mitigation"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "failure_evidence_table/priority",
-                    "name": "priority",
-                    "description": "Column `priority` from `data/failure_evidence_table.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/failure_evidence_table.csv"
-                        },
-                        "extract": {
-                            "column": "priority"
-                        }
-                    }
-                }
-            ]
-        },
-        {
-            "@type": "cr:RecordSet",
-            "@id": "gcp_post175_70b_summary",
-            "name": "gcp_post175_70b_summary",
-            "description": "Tabular records from `data/gcp_post175_70b_summary.csv`.",
-            "field": [
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/cohort",
-                    "name": "cohort",
-                    "description": "Column `cohort` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "cohort"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/batch_prefix",
-                    "name": "batch_prefix",
-                    "description": "Column `batch_prefix` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "batch_prefix"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/row_group",
-                    "name": "row_group",
-                    "description": "Column `row_group` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "row_group"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/run_name",
-                    "name": "run_name",
-                    "description": "Column `run_name` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "run_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/run_dir",
-                    "name": "run_dir",
-                    "description": "Column `run_dir` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "run_dir"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/raw_json_count",
-                    "name": "raw_json_count",
-                    "description": "Column `raw_json_count` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "raw_json_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/latency_count",
-                    "name": "latency_count",
-                    "description": "Column `latency_count` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "latency_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/judge_count",
-                    "name": "judge_count",
-                    "description": "Column `judge_count` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/judge_pass_count",
-                    "name": "judge_pass_count",
-                    "description": "Column `judge_pass_count` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_pass_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/judge_pass_rate",
-                    "name": "judge_pass_rate",
-                    "description": "Column `judge_pass_rate` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_pass_rate"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/judge_score_mean",
-                    "name": "judge_score_mean",
-                    "description": "Column `judge_score_mean` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/judge_score_p50",
-                    "name": "judge_score_p50",
-                    "description": "Column `judge_score_p50` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_p50"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/scenario_count",
-                    "name": "scenario_count",
-                    "description": "Column `scenario_count` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "scenario_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/trials",
-                    "name": "trials",
-                    "description": "Column `trials` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "trials"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/git_sha",
-                    "name": "git_sha",
-                    "description": "Column `git_sha` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "git_sha"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/git_dirty",
-                    "name": "git_dirty",
-                    "description": "Column `git_dirty` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "git_dirty"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_70b_summary/model_id",
-                    "name": "model_id",
-                    "description": "Column `model_id` from `data/gcp_post175_70b_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_70b_summary.csv"
-                        },
-                        "extract": {
-                            "column": "model_id"
-                        }
-                    }
-                }
-            ]
-        },
-        {
-            "@type": "cr:RecordSet",
-            "@id": "gcp_post175_core31_summary",
-            "name": "gcp_post175_core31_summary",
-            "description": "Tabular records from `data/gcp_post175_core31_summary.csv`.",
-            "field": [
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/cohort",
-                    "name": "cohort",
-                    "description": "Column `cohort` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "cohort"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/batch_prefix",
-                    "name": "batch_prefix",
-                    "description": "Column `batch_prefix` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "batch_prefix"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/row_group",
-                    "name": "row_group",
-                    "description": "Column `row_group` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "row_group"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/run_name",
-                    "name": "run_name",
-                    "description": "Column `run_name` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "run_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/run_dir",
-                    "name": "run_dir",
-                    "description": "Column `run_dir` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "run_dir"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/raw_json_count",
-                    "name": "raw_json_count",
-                    "description": "Column `raw_json_count` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "raw_json_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/latency_count",
-                    "name": "latency_count",
-                    "description": "Column `latency_count` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "latency_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/judge_count",
-                    "name": "judge_count",
-                    "description": "Column `judge_count` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/judge_pass_count",
-                    "name": "judge_pass_count",
-                    "description": "Column `judge_pass_count` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_pass_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/judge_pass_rate",
-                    "name": "judge_pass_rate",
-                    "description": "Column `judge_pass_rate` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_pass_rate"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/judge_score_mean",
-                    "name": "judge_score_mean",
-                    "description": "Column `judge_score_mean` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/judge_score_p50",
-                    "name": "judge_score_p50",
-                    "description": "Column `judge_score_p50` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_p50"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/scenario_count",
-                    "name": "scenario_count",
-                    "description": "Column `scenario_count` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "scenario_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/git_sha",
-                    "name": "git_sha",
-                    "description": "Column `git_sha` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "git_sha"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/git_dirty",
-                    "name": "git_dirty",
-                    "description": "Column `git_dirty` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "git_dirty"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_core31_summary/model_id",
-                    "name": "model_id",
-                    "description": "Column `model_id` from `data/gcp_post175_core31_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_core31_summary.csv"
-                        },
-                        "extract": {
-                            "column": "model_id"
-                        }
-                    }
-                }
-            ]
-        },
-        {
-            "@type": "cr:RecordSet",
-            "@id": "gcp_post175_final_summary",
-            "name": "gcp_post175_final_summary",
-            "description": "Tabular records from `data/gcp_post175_final_summary.csv`.",
-            "field": [
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/cohort",
-                    "name": "cohort",
-                    "description": "Column `cohort` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "cohort"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/batch_prefix",
-                    "name": "batch_prefix",
-                    "description": "Column `batch_prefix` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "batch_prefix"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/row_group",
-                    "name": "row_group",
-                    "description": "Column `row_group` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "row_group"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/run_name",
-                    "name": "run_name",
-                    "description": "Column `run_name` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "run_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/run_dir",
-                    "name": "run_dir",
-                    "description": "Column `run_dir` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "run_dir"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/raw_json_count",
-                    "name": "raw_json_count",
-                    "description": "Column `raw_json_count` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "raw_json_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/latency_count",
-                    "name": "latency_count",
-                    "description": "Column `latency_count` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "latency_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/judge_count",
-                    "name": "judge_count",
-                    "description": "Column `judge_count` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/judge_pass_count",
-                    "name": "judge_pass_count",
-                    "description": "Column `judge_pass_count` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_pass_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/judge_pass_rate",
-                    "name": "judge_pass_rate",
-                    "description": "Column `judge_pass_rate` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_pass_rate"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/judge_score_mean",
-                    "name": "judge_score_mean",
-                    "description": "Column `judge_score_mean` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/judge_score_p50",
-                    "name": "judge_score_p50",
-                    "description": "Column `judge_score_p50` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_p50"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/scenario_count",
-                    "name": "scenario_count",
-                    "description": "Column `scenario_count` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "scenario_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/git_sha",
-                    "name": "git_sha",
-                    "description": "Column `git_sha` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "git_sha"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/git_dirty",
-                    "name": "git_dirty",
-                    "description": "Column `git_dirty` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "git_dirty"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_final_summary/model_id",
-                    "name": "model_id",
-                    "description": "Column `model_id` from `data/gcp_post175_final_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_final_summary.csv"
-                        },
-                        "extract": {
-                            "column": "model_id"
-                        }
-                    }
-                }
-            ]
-        },
-        {
-            "@type": "cr:RecordSet",
-            "@id": "gcp_post175_mitigation_4tier_summary",
-            "name": "gcp_post175_mitigation_4tier_summary",
-            "description": "Tabular records from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-            "field": [
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/cohort",
-                    "name": "cohort",
-                    "description": "Column `cohort` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "cohort"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/batch_prefix",
-                    "name": "batch_prefix",
-                    "description": "Column `batch_prefix` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "batch_prefix"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/row_group",
-                    "name": "row_group",
-                    "description": "Column `row_group` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "row_group"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/run_name",
-                    "name": "run_name",
-                    "description": "Column `run_name` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "run_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/run_dir",
-                    "name": "run_dir",
-                    "description": "Column `run_dir` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "run_dir"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/raw_json_count",
-                    "name": "raw_json_count",
-                    "description": "Column `raw_json_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "raw_json_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/latency_count",
-                    "name": "latency_count",
-                    "description": "Column `latency_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "latency_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/judge_count",
-                    "name": "judge_count",
-                    "description": "Column `judge_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/judge_pass_count",
-                    "name": "judge_pass_count",
-                    "description": "Column `judge_pass_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_pass_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/judge_pass_rate",
-                    "name": "judge_pass_rate",
-                    "description": "Column `judge_pass_rate` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_pass_rate"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/judge_score_mean",
-                    "name": "judge_score_mean",
-                    "description": "Column `judge_score_mean` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/judge_score_p50",
-                    "name": "judge_score_p50",
-                    "description": "Column `judge_score_p50` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_p50"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/scenario_count",
-                    "name": "scenario_count",
-                    "description": "Column `scenario_count` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "scenario_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/git_sha",
-                    "name": "git_sha",
-                    "description": "Column `git_sha` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "git_sha"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/git_dirty",
-                    "name": "git_dirty",
-                    "description": "Column `git_dirty` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "git_dirty"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/model_id",
-                    "name": "model_id",
-                    "description": "Column `model_id` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "model_id"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/baseline_row_group",
-                    "name": "baseline_row_group",
-                    "description": "Column `baseline_row_group` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "baseline_row_group"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/pass_rate_lift_vs_baseline",
-                    "name": "pass_rate_lift_vs_baseline",
-                    "description": "Column `pass_rate_lift_vs_baseline` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "pass_rate_lift_vs_baseline"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "gcp_post175_mitigation_4tier_summary/score_mean_lift_vs_baseline",
-                    "name": "score_mean_lift_vs_baseline",
-                    "description": "Column `score_mean_lift_vs_baseline` from `data/gcp_post175_mitigation_4tier_summary.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/gcp_post175_mitigation_4tier_summary.csv"
-                        },
-                        "extract": {
-                            "column": "score_mean_lift_vs_baseline"
-                        }
-                    }
-                }
-            ]
-        },
-        {
-            "@type": "cr:RecordSet",
-            "@id": "manual_judge_audit",
-            "name": "manual_judge_audit",
-            "description": "Tabular records from `data/manual_judge_audit.csv`.",
-            "field": [
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/audit_id",
-                    "name": "audit_id",
-                    "description": "Column `audit_id` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "audit_id"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/audit_date",
-                    "name": "audit_date",
-                    "description": "Column `audit_date` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "audit_date"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/batch_id",
-                    "name": "batch_id",
-                    "description": "Column `batch_id` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "batch_id"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/run_label",
-                    "name": "run_label",
-                    "description": "Column `run_label` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "run_label"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/run_name",
-                    "name": "run_name",
-                    "description": "Column `run_name` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "run_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/scenario_id",
-                    "name": "scenario_id",
-                    "description": "Column `scenario_id` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "scenario_id"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/trial_index",
-                    "name": "trial_index",
-                    "description": "Column `trial_index` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "trial_index"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/trajectory_file",
-                    "name": "trajectory_file",
-                    "description": "Column `trajectory_file` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "trajectory_file"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/judge_score_6d",
-                    "name": "judge_score_6d",
-                    "description": "Column `judge_score_6d` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_6d"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/judge_pass",
-                    "name": "judge_pass",
-                    "description": "Column `judge_pass` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "judge_pass"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/manual_pass",
-                    "name": "manual_pass",
-                    "description": "Column `manual_pass` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "manual_pass"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/judge_manual_agree",
-                    "name": "judge_manual_agree",
-                    "description": "Column `judge_manual_agree` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "judge_manual_agree"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/manual_error_class",
-                    "name": "manual_error_class",
-                    "description": "Column `manual_error_class` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "manual_error_class"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/obvious_hallucination_or_unsupported_claim",
-                    "name": "obvious_hallucination_or_unsupported_claim",
-                    "description": "Column `obvious_hallucination_or_unsupported_claim` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "obvious_hallucination_or_unsupported_claim"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/missing_required_action",
-                    "name": "missing_required_action",
-                    "description": "Column `missing_required_action` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "missing_required_action"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/unsafe_or_invalid_action",
-                    "name": "unsafe_or_invalid_action",
-                    "description": "Column `unsafe_or_invalid_action` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "unsafe_or_invalid_action"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/missing_or_invalid_evidence",
-                    "name": "missing_or_invalid_evidence",
-                    "description": "Column `missing_or_invalid_evidence` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "missing_or_invalid_evidence"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/trajectory_success_flag",
-                    "name": "trajectory_success_flag",
-                    "description": "Column `trajectory_success_flag` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "trajectory_success_flag"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/tool_error_count",
-                    "name": "tool_error_count",
-                    "description": "Column `tool_error_count` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "tool_error_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "manual_judge_audit/manual_note",
-                    "name": "manual_note",
-                    "description": "Column `manual_note` from `data/manual_judge_audit.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/manual_judge_audit.csv"
-                        },
-                        "extract": {
-                            "column": "manual_note"
-                        }
-                    }
-                }
-            ]
-        },
-        {
-            "@type": "cr:RecordSet",
-            "@id": "mitigation_before_after",
-            "name": "mitigation_before_after",
-            "description": "Tabular records from `data/mitigation_before_after.csv`.",
-            "field": [
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/lane",
-                    "name": "lane",
-                    "description": "Column `lane` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "lane"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/phase",
-                    "name": "phase",
-                    "description": "Column `phase` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "phase"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/run_name",
-                    "name": "run_name",
-                    "description": "Column `run_name` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "run_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/cell",
-                    "name": "cell",
-                    "description": "Column `cell` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "cell"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/orchestration_mode",
-                    "name": "orchestration_mode",
-                    "description": "Column `orchestration_mode` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "orchestration_mode"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/mcp_mode",
-                    "name": "mcp_mode",
-                    "description": "Column `mcp_mode` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "mcp_mode"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/model_id",
-                    "name": "model_id",
-                    "description": "Column `model_id` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "model_id"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/slurm_job_id",
-                    "name": "slurm_job_id",
-                    "description": "Column `slurm_job_id` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "slurm_job_id"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/git_sha",
-                    "name": "git_sha",
-                    "description": "Column `git_sha` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "git_sha"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/scenario_set_name",
-                    "name": "scenario_set_name",
-                    "description": "Column `scenario_set_name` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "scenario_set_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/scenario_set_hash",
-                    "name": "scenario_set_hash",
-                    "description": "Column `scenario_set_hash` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "scenario_set_hash"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/experiment_family",
-                    "name": "experiment_family",
-                    "description": "Column `experiment_family` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "experiment_family"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/experiment_cell",
-                    "name": "experiment_cell",
-                    "description": "Column `experiment_cell` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "experiment_cell"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/private_run_url_removed",
-                    "name": "private_run_url_removed",
-                    "description": "Column `private_run_url_removed` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "private_run_url_removed"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/benchmark_config_path",
-                    "name": "benchmark_config_path",
-                    "description": "Column `benchmark_config_path` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "benchmark_config_path"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/benchmark_summary_path",
-                    "name": "benchmark_summary_path",
-                    "description": "Column `benchmark_summary_path` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "benchmark_summary_path"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/host_name",
-                    "name": "host_name",
-                    "description": "Column `host_name` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "host_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/gpu_type",
-                    "name": "gpu_type",
-                    "description": "Column `gpu_type` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "gpu_type"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/run_status",
-                    "name": "run_status",
-                    "description": "Column `run_status` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "run_status"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/finished_at",
-                    "name": "finished_at",
-                    "description": "Column `finished_at` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "finished_at"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/scenarios_attempted",
-                    "name": "scenarios_attempted",
-                    "description": "Column `scenarios_attempted` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "scenarios_attempted"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/scenarios_completed",
-                    "name": "scenarios_completed",
-                    "description": "Column `scenarios_completed` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "scenarios_completed"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/success_rate",
-                    "name": "success_rate",
-                    "description": "Column `success_rate` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "success_rate"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/failure_count",
-                    "name": "failure_count",
-                    "description": "Column `failure_count` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "failure_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/wall_clock_seconds_total",
-                    "name": "wall_clock_seconds_total",
-                    "description": "Column `wall_clock_seconds_total` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "wall_clock_seconds_total"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/latency_seconds_mean",
-                    "name": "latency_seconds_mean",
-                    "description": "Column `latency_seconds_mean` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "latency_seconds_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/latency_seconds_p50",
-                    "name": "latency_seconds_p50",
-                    "description": "Column `latency_seconds_p50` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "latency_seconds_p50"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/latency_seconds_p95",
-                    "name": "latency_seconds_p95",
-                    "description": "Column `latency_seconds_p95` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "latency_seconds_p95"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/mcp_latency_seconds_mean",
-                    "name": "mcp_latency_seconds_mean",
-                    "description": "Column `mcp_latency_seconds_mean` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "mcp_latency_seconds_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/mcp_latency_seconds_p95",
-                    "name": "mcp_latency_seconds_p95",
-                    "description": "Column `mcp_latency_seconds_p95` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "mcp_latency_seconds_p95"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/tool_latency_seconds_mean",
-                    "name": "tool_latency_seconds_mean",
-                    "description": "Column `tool_latency_seconds_mean` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "tool_latency_seconds_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/tool_call_count_total",
-                    "name": "tool_call_count_total",
-                    "description": "Column `tool_call_count_total` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "tool_call_count_total"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/tool_call_count_mean",
-                    "name": "tool_call_count_mean",
-                    "description": "Column `tool_call_count_mean` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "tool_call_count_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/tool_error_count",
-                    "name": "tool_error_count",
-                    "description": "Column `tool_error_count` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "tool_error_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/input_tokens_total",
-                    "name": "input_tokens_total",
-                    "description": "Column `input_tokens_total` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "input_tokens_total"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/output_tokens_total",
-                    "name": "output_tokens_total",
-                    "description": "Column `output_tokens_total` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "output_tokens_total"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/tokens_per_second_mean",
-                    "name": "tokens_per_second_mean",
-                    "description": "Column `tokens_per_second_mean` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "tokens_per_second_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/judge_score_mean",
-                    "name": "judge_score_mean",
-                    "description": "Column `judge_score_mean` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/judge_score_p50",
-                    "name": "judge_score_p50",
-                    "description": "Column `judge_score_p50` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_p50"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/judge_score_p95",
-                    "name": "judge_score_p95",
-                    "description": "Column `judge_score_p95` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_p95"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/judge_score_p5",
-                    "name": "judge_score_p5",
-                    "description": "Column `judge_score_p5` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "judge_score_p5"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/judge_pass_rate",
-                    "name": "judge_pass_rate",
-                    "description": "Column `judge_pass_rate` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "judge_pass_rate"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/benchmark_run_dir",
-                    "name": "benchmark_run_dir",
-                    "description": "Column `benchmark_run_dir` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "benchmark_run_dir"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/profiling_dir",
-                    "name": "profiling_dir",
-                    "description": "Column `profiling_dir` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "profiling_dir"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/torch_profile_dir",
-                    "name": "torch_profile_dir",
-                    "description": "Column `torch_profile_dir` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "torch_profile_dir"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/replay_dir",
-                    "name": "replay_dir",
-                    "description": "Column `replay_dir` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "replay_dir"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/profiling_summary",
-                    "name": "profiling_summary",
-                    "description": "Column `profiling_summary` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "profiling_summary"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/profiling_gpu_util_mean",
-                    "name": "profiling_gpu_util_mean",
-                    "description": "Column `profiling_gpu_util_mean` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "profiling_gpu_util_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/profiling_gpu_util_max",
-                    "name": "profiling_gpu_util_max",
-                    "description": "Column `profiling_gpu_util_max` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "profiling_gpu_util_max"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/profiling_gpu_mem_used_mib_mean",
-                    "name": "profiling_gpu_mem_used_mib_mean",
-                    "description": "Column `profiling_gpu_mem_used_mib_mean` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "profiling_gpu_mem_used_mib_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/profiling_gpu_mem_used_mib_max",
-                    "name": "profiling_gpu_mem_used_mib_max",
-                    "description": "Column `profiling_gpu_mem_used_mib_max` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "profiling_gpu_mem_used_mib_max"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/profiling_power_draw_w_mean",
-                    "name": "profiling_power_draw_w_mean",
-                    "description": "Column `profiling_power_draw_w_mean` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "profiling_power_draw_w_mean"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/profiling_power_draw_w_max",
-                    "name": "profiling_power_draw_w_max",
-                    "description": "Column `profiling_power_draw_w_max` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "profiling_power_draw_w_max"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/mitigation_name",
-                    "name": "mitigation_name",
-                    "description": "Column `mitigation_name` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "mitigation_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/mitigation_enabled",
-                    "name": "mitigation_enabled",
-                    "description": "Column `mitigation_enabled` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "mitigation_enabled"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/mitigation_guard_triggered",
-                    "name": "mitigation_guard_triggered",
-                    "description": "Column `mitigation_guard_triggered` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "mitigation_guard_triggered"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/mitigation_guard_blocked_final_answer",
-                    "name": "mitigation_guard_blocked_final_answer",
-                    "description": "Column `mitigation_guard_blocked_final_answer` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "mitigation_guard_blocked_final_answer"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/mitigation_guard_blocked_work_order",
-                    "name": "mitigation_guard_blocked_work_order",
-                    "description": "Column `mitigation_guard_blocked_work_order` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "mitigation_guard_blocked_work_order"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/repair_attempt_count",
-                    "name": "repair_attempt_count",
-                    "description": "Column `repair_attempt_count` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "repair_attempt_count"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/repair_success_rate",
-                    "name": "repair_success_rate",
-                    "description": "Column `repair_success_rate` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "repair_success_rate"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/supported_success_after_repair_rate",
-                    "name": "supported_success_after_repair_rate",
-                    "description": "Column `supported_success_after_repair_rate` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "supported_success_after_repair_rate"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/fault_risk_adjudication_decision",
-                    "name": "fault_risk_adjudication_decision",
-                    "description": "Column `fault_risk_adjudication_decision` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "fault_risk_adjudication_decision"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/comparison_status",
-                    "name": "comparison_status",
-                    "description": "Column `comparison_status` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "comparison_status"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_before_after/notes",
-                    "name": "notes",
-                    "description": "Column `notes` from `data/mitigation_before_after.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_before_after.csv"
-                        },
-                        "extract": {
-                            "column": "notes"
-                        }
-                    }
-                }
-            ]
-        },
-        {
-            "@type": "cr:RecordSet",
-            "@id": "mitigation_run_inventory",
-            "name": "mitigation_run_inventory",
-            "description": "Tabular records from `data/mitigation_run_inventory.csv`.",
-            "field": [
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/lane",
-                    "name": "lane",
-                    "description": "Column `lane` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "lane"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/mitigation_name",
-                    "name": "mitigation_name",
-                    "description": "Column `mitigation_name` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "mitigation_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/before_run",
-                    "name": "before_run",
-                    "description": "Column `before_run` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "before_run"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/after_run",
-                    "name": "after_run",
-                    "description": "Column `after_run` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "after_run"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/before_status",
-                    "name": "before_status",
-                    "description": "Column `before_status` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "before_status"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/after_status",
-                    "name": "after_status",
-                    "description": "Column `after_status` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "after_status"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/notes",
-                    "name": "notes",
-                    "description": "Column `notes` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "notes"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/rank",
-                    "name": "rank",
-                    "description": "Column `rank` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "rank"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/target_pattern",
-                    "name": "target_pattern",
-                    "description": "Column `target_pattern` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "target_pattern"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/evidence_rows",
-                    "name": "evidence_rows",
-                    "description": "Column `evidence_rows` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "evidence_rows"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/primary_metric",
-                    "name": "primary_metric",
-                    "description": "Column `primary_metric` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "primary_metric"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/secondary_metrics",
-                    "name": "secondary_metrics",
-                    "description": "Column `secondary_metrics` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "secondary_metrics"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/stop_condition",
-                    "name": "stop_condition",
-                    "description": "Column `stop_condition` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "stop_condition"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/owner_issue",
-                    "name": "owner_issue",
-                    "description": "Column `owner_issue` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "owner_issue"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "mitigation_run_inventory/implementation_status",
-                    "name": "implementation_status",
-                    "description": "Column `implementation_status` from `data/mitigation_run_inventory.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/mitigation_run_inventory.csv"
-                        },
-                        "extract": {
-                            "column": "implementation_status"
-                        }
-                    }
-                }
-            ]
-        },
-        {
-            "@type": "cr:RecordSet",
-            "@id": "paper_grade_scenario_scores",
-            "name": "paper_grade_scenario_scores",
-            "description": "Tabular records from `data/paper_grade_scenario_scores.csv`.",
-            "field": [
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/run_name",
-                    "name": "run_name",
-                    "description": "Column `run_name` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "run_name"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/scenario_id",
-                    "name": "scenario_id",
-                    "description": "Column `scenario_id` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "scenario_id"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/scenario_file",
-                    "name": "scenario_file",
-                    "description": "Column `scenario_file` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "scenario_file"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/trial_index",
-                    "name": "trial_index",
-                    "description": "Column `trial_index` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "trial_index"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/experiment_cell",
-                    "name": "experiment_cell",
-                    "description": "Column `experiment_cell` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "experiment_cell"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/orchestration_mode",
-                    "name": "orchestration_mode",
-                    "description": "Column `orchestration_mode` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "orchestration_mode"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/mcp_mode",
-                    "name": "mcp_mode",
-                    "description": "Column `mcp_mode` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "mcp_mode"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/model_id",
-                    "name": "model_id",
-                    "description": "Column `model_id` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "model_id"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/judge_model",
-                    "name": "judge_model",
-                    "description": "Column `judge_model` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "judge_model"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/dim_task_completion",
-                    "name": "dim_task_completion",
-                    "description": "Column `dim_task_completion` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "dim_task_completion"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/dim_data_retrieval_accuracy",
-                    "name": "dim_data_retrieval_accuracy",
-                    "description": "Column `dim_data_retrieval_accuracy` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "dim_data_retrieval_accuracy"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/dim_generalized_result_verification",
-                    "name": "dim_generalized_result_verification",
-                    "description": "Column `dim_generalized_result_verification` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "dim_generalized_result_verification"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/dim_agent_sequence_correct",
-                    "name": "dim_agent_sequence_correct",
-                    "description": "Column `dim_agent_sequence_correct` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "dim_agent_sequence_correct"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/dim_clarity_and_justification",
-                    "name": "dim_clarity_and_justification",
-                    "description": "Column `dim_clarity_and_justification` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "dim_clarity_and_justification"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/dim_hallucinations",
-                    "name": "dim_hallucinations",
-                    "description": "Column `dim_hallucinations` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "dim_hallucinations"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/score_6d",
-                    "name": "score_6d",
-                    "description": "Column `score_6d` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "score_6d"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/pass_threshold",
-                    "name": "pass_threshold",
-                    "description": "Column `pass_threshold` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Float",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "pass_threshold"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/pass",
-                    "name": "pass",
-                    "description": "Column `pass` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Boolean",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "pass"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "paper_grade_scenario_scores/trajectory_file",
-                    "name": "trajectory_file",
-                    "description": "Column `trajectory_file` from `data/paper_grade_scenario_scores.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/paper_grade_scenario_scores.csv"
-                        },
-                        "extract": {
-                            "column": "trajectory_file"
-                        }
-                    }
-                }
-            ]
-        },
-        {
-            "@type": "cr:RecordSet",
-            "@id": "scenario_catalog",
-            "name": "scenario_catalog",
-            "description": "Tabular records from `data/scenario_catalog.csv`.",
-            "field": [
-                {
-                    "@type": "cr:Field",
-                    "@id": "scenario_catalog/filename",
-                    "name": "filename",
-                    "description": "Column `filename` from `data/scenario_catalog.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/scenario_catalog.csv"
-                        },
-                        "extract": {
-                            "column": "filename"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "scenario_catalog/id",
-                    "name": "id",
-                    "description": "Column `id` from `data/scenario_catalog.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/scenario_catalog.csv"
-                        },
-                        "extract": {
-                            "column": "id"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "scenario_catalog/type",
-                    "name": "type",
-                    "description": "Column `type` from `data/scenario_catalog.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/scenario_catalog.csv"
-                        },
-                        "extract": {
-                            "column": "type"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "scenario_catalog/category",
-                    "name": "category",
-                    "description": "Column `category` from `data/scenario_catalog.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/scenario_catalog.csv"
-                        },
-                        "extract": {
-                            "column": "category"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "scenario_catalog/difficulty",
-                    "name": "difficulty",
-                    "description": "Column `difficulty` from `data/scenario_catalog.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/scenario_catalog.csv"
-                        },
-                        "extract": {
-                            "column": "difficulty"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "scenario_catalog/asset_id",
-                    "name": "asset_id",
-                    "description": "Column `asset_id` from `data/scenario_catalog.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/scenario_catalog.csv"
-                        },
-                        "extract": {
-                            "column": "asset_id"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "scenario_catalog/domain_tags",
-                    "name": "domain_tags",
-                    "description": "Column `domain_tags` from `data/scenario_catalog.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/scenario_catalog.csv"
-                        },
-                        "extract": {
-                            "column": "domain_tags"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "scenario_catalog/expected_tools",
-                    "name": "expected_tools",
-                    "description": "Column `expected_tools` from `data/scenario_catalog.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/scenario_catalog.csv"
-                        },
-                        "extract": {
-                            "column": "expected_tools"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "scenario_catalog/text",
-                    "name": "text",
-                    "description": "Column `text` from `data/scenario_catalog.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/scenario_catalog.csv"
-                        },
-                        "extract": {
-                            "column": "text"
-                        }
-                    }
-                },
-                {
-                    "@type": "cr:Field",
-                    "@id": "scenario_catalog/characteristic_form",
-                    "name": "characteristic_form",
-                    "description": "Column `characteristic_form` from `data/scenario_catalog.csv`.",
-                    "dataType": "sc:Text",
-                    "source": {
-                        "fileObject": {
-                            "@id": "data/scenario_catalog.csv"
-                        },
-                        "extract": {
-                            "column": "characteristic_form"
-                        }
-                    }
-                }
-            ]
+      ]
+    },
+    {
+      "@type": "cr:RecordSet",
+      "@id": "scenario_catalog",
+      "name": "scenario_catalog",
+      "description": "Tabular records from `data/scenario_catalog.csv`.",
+      "field": [
+        {
+          "@type": "cr:Field",
+          "@id": "scenario_catalog/filename",
+          "name": "filename",
+          "description": "Column `filename` from `data/scenario_catalog.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/scenario_catalog.csv"
+            },
+            "extract": {
+              "column": "filename"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "scenario_catalog/id",
+          "name": "id",
+          "description": "Column `id` from `data/scenario_catalog.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/scenario_catalog.csv"
+            },
+            "extract": {
+              "column": "id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "scenario_catalog/type",
+          "name": "type",
+          "description": "Column `type` from `data/scenario_catalog.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/scenario_catalog.csv"
+            },
+            "extract": {
+              "column": "type"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "scenario_catalog/category",
+          "name": "category",
+          "description": "Column `category` from `data/scenario_catalog.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/scenario_catalog.csv"
+            },
+            "extract": {
+              "column": "category"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "scenario_catalog/difficulty",
+          "name": "difficulty",
+          "description": "Column `difficulty` from `data/scenario_catalog.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/scenario_catalog.csv"
+            },
+            "extract": {
+              "column": "difficulty"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "scenario_catalog/asset_id",
+          "name": "asset_id",
+          "description": "Column `asset_id` from `data/scenario_catalog.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/scenario_catalog.csv"
+            },
+            "extract": {
+              "column": "asset_id"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "scenario_catalog/domain_tags",
+          "name": "domain_tags",
+          "description": "Column `domain_tags` from `data/scenario_catalog.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/scenario_catalog.csv"
+            },
+            "extract": {
+              "column": "domain_tags"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "scenario_catalog/expected_tools",
+          "name": "expected_tools",
+          "description": "Column `expected_tools` from `data/scenario_catalog.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/scenario_catalog.csv"
+            },
+            "extract": {
+              "column": "expected_tools"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "scenario_catalog/text",
+          "name": "text",
+          "description": "Column `text` from `data/scenario_catalog.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/scenario_catalog.csv"
+            },
+            "extract": {
+              "column": "text"
+            }
+          }
+        },
+        {
+          "@type": "cr:Field",
+          "@id": "scenario_catalog/characteristic_form",
+          "name": "characteristic_form",
+          "description": "Column `characteristic_form` from `data/scenario_catalog.csv`.",
+          "dataType": "sc:Text",
+          "source": {
+            "fileObject": {
+              "@id": "data/scenario_catalog.csv"
+            },
+            "extract": {
+              "column": "characteristic_form"
+            }
+          }
         }
-    ]
+      ]
+    }
+  ]
 }
diff --git a/data/audit/issue194_decisions.tsv b/data/audit/issue194_decisions.tsv
new file mode 100644
index 0000000000000000000000000000000000000000..bfe69c37bd5aa5bbb126e3127efe8edd9943c22f
--- /dev/null
+++ b/data/audit/issue194_decisions.tsv
@@ -0,0 +1,47 @@
+run_name	scenario_id	trial_index	audit_decision	berkeley_label	failure_stage	audit_note	audit_decision_source
+core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct	SGT-009	3	confirmed	task_verification	final_answer	Created WO without first analyzing DGA or trends; final answer is meta-narrative ('series of function calls') rather than the requested fault inference + 30-day risk estimate.	reviewer:2026-05-07
+core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct	SGT-014	1	confirmed	inter_agent_orchestration	tool_selection	list_sensors called after get_sensor_correlation(FM-002), reversing the natural discover-then-correlate order; final answer correct but tool sequence is post-hoc.	reviewer:2026-05-07
+core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct	SGT-025	5	confirmed	task_verification	verification	Reported four anomalies + trend without verifying against an expected operating range; clarity dim also fails because no thermal threshold is cited.	reviewer:2026-05-07
+core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline	SGT-010	1	confirmed	task_verification	final_answer	Wrong sensor name 'winding_temp_c' (canonical is 'winding_temp_top_c'); agent acknowledges 'no readings' but still recommends immediate outage maintenance — missing-evidence final answer.	reviewer:2026-05-07
+core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline	SGT-010	3	confirmed	task_verification	tool_execution	Same wrong-sensor pattern as run01 (winding_temp_c not winding_temp_top_c); agent inverts the maintenance recommendation but the underlying tool-call sequence and missing get_dga_record precondition are identical.	reviewer:2026-05-07
+core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized	SGT-003	2	confirmed	task_verification	tool_selection	Single analyze_dga call with hand-picked args (h2=15, ch4=10); skipped get_dga_record entirely; final answer is 'Normal/Inconclusive' which doesn't satisfy the task's 'top two candidate failure mechanisms' requirement.	reviewer:2026-05-07
+core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized	SGT-007	1	confirmed	task_verification	final_answer	Single create_work_order call with no preceding diagnostic; final answer is bare 'WO created' confirmation lacking required playbook fields.	reviewer:2026-05-07
+core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline	SGT-001	2	confirmed	inter_agent_orchestration	tool_selection	Used get_asset_metadata in place of per-sensor get_sensor_readings; only load_current_a came back populated, oil_temp_c / power_factor / voltages all reported '(no value provided)'.	reviewer:2026-05-07
+core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline	SGT-014	5	confirmed	inter_agent_orchestration	tool_execution	Tool calls extracted as the literal asset description string 'Power Transformer T-014' — planner emitted wrong arg shape; sequence broke before failure-mode lookup completed cleanly.	reviewer:2026-05-07
+core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline	SGT-023	4	evidence_thin			Sequence is reasonable (get_dga_record -> analyze_dga -> search_failure_modes); judge cites general 'improve matching' without naming a specific sequencing or grounding break.	reviewer:2026-05-07
+core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline	SGT-026	4	relabel_suggested	inter_agent_orchestration	tool_selection	forecast_rul called before get_rul (need current RUL first to anchor the comparison); auto-label flagged verification but the actual primary failure is the inverted sequence.	reviewer:2026-05-07
+core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized	SGT-013	4	confirmed	inter_agent_orchestration	tool_selection	get_sensor_correlation(FM-004) called before search_failure_modes; agent later finds FM-001 but doesn't re-correlate against it; sequencing inverted.	reviewer:2026-05-07
+core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline	SGT-004	4	evidence_thin			Judge complaint is general 'improve justification'; PE format trajectory not extracted, so no concrete sequencing or grounding signal beyond the final-answer text.	reviewer:2026-05-07
+extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized	SGT-014	2	confirmed	inter_agent_orchestration	tool_execution	Tool args contain literal strings 'list_failure_modes' and 'D2' as failure_mode_id; both are non-existent IDs; INT8 model produced malformed structured calls.	reviewer:2026-05-07
+extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized	SGT-014	5	confirmed	inter_agent_orchestration	tool_execution	INT8 again uses non-existent failure_mode_ids ('FM-012', 'T1' as a failure_mode_id); pattern mirrors run02 — model invents IDs instead of looking them up first.	reviewer:2026-05-07
+extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized	SGT-022	1	confirmed	inter_agent_orchestration	planning	Agent picked 2 representative units (T-005, T-013) without justifying the selection; 5-call sequence partially redundant; plan-vs-execution drift.	reviewer:2026-05-07
+extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized	SGT-001	1	confirmed	task_verification	final_answer	Same T-011 missing-sensor-values pattern as YS rows; final answer enumerates sensors with 'Not available in the results' but treats this as task completion.	reviewer:2026-05-07
+extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized	SGT-003	1	confirmed	task_verification	final_answer	Final answer adds unverified failure mechanisms ('low-temperature thermal fault in core lamination') not present in tool outputs.	reviewer:2026-05-07
+extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized	SGT-009	5	confirmed	task_verification	final_answer	Asserts 'Arc Discharge' for T-015 with 0.0% 30-day risk — neither claim is grounded in retrievable evidence in the prompt.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx	SGT-003	3	confirmed	task_verification	final_answer	Final answer admits 'top two are not explicitly listed as two separate mechanisms' — task asked for two distinct candidates; agent emits one with hedge.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx	SGT-012	1	confirmed	task_verification	verification	Final answer self-contradicts ('not abnormally high' + 'three anomalous readings') without resolving; task asked for elevated-vs-baseline assessment with peak.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx	SGT-014	2	confirmed	task_verification	final_answer	Internal contradiction: 'low-temperature overheating' diagnosis matched against 'Arc Discharge' (FM-006); two failure mode classes are physically incompatible.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx	SGT-007	1	confirmed	task_verification	tool_execution	WO-20D523B9 created for T-013 with 'invalid severity level' and 'session issue' errors flagged in the trajectory; agent emits the WO as success rather than retrying or replanning.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx	SGT-014	3	confirmed	task_verification	final_answer	Same low-temp + Arc Discharge (FM-006) contradiction as Y70B / YS_TP / YS70B SGT-014 rows; the pattern recurs on Z70B as well.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx	SGT-022	2	confirmed	task_verification	planning	Berkeley=task_verification by tie-break (latest irreversible mistake is the unearned fleet breakdown). Stage=planning by the separate earliest-unrecoverable rule: the plan never included per-unit retrieval, so the run was already unrecoverable from planning. Fleet-status snapshot only fully populated T-011; healthy/degraded/critical counts asserted without per-unit retrieval.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx	SGT-003	3	evidence_thin			Sequence is reasonable (get_dga_record -> analyze_dga -> search_failure_modes); judge cites grounding gap but trajectory looks standard, so the dim flag is weak.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx	SGT-009	2	confirmed	task_verification	tool_execution	Berkeley=task_verification by tie-break (latest irreversible mistake is the WO emission with overheating diagnosis). Stage=tool_execution by earliest-unrecoverable: the first trend_analysis on 'dga_h2_ppm' returned 'No readings' (clean recovery via list_sensors), but the retry on canonical 'winding_temp_top_c' ALSO errored with 'Invalid comparison between dtype=datetime64[ns] and Timestamp' — so the trend pipeline was broken at that tool execution and never recovered. Berkeley and stage rules diverge here.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx	SGT-009	3	confirmed	task_verification	tool_execution	Berkeley=task_verification by tie-break (latest irreversible mistake is the WO creation at end). Stage=tool_execution by earliest-unrecoverable: wrong sensor name 'winding_temp_c' was only partially recovered via list_sensors, so the run was already unrecoverable at tool_execution. Berkeley and stage rules diverge here.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx	SGT-010	2	confirmed	task_verification	final_answer	Wrong sensor name (winding_temp_c) returned no data; agent then asserts 'critical health' and '0-day RUL' which the called tools didn't actually return; missing-evidence final answer.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx	SGT-018	3	confirmed	task_verification	tool_execution	Asked about T-006; agent's get_fault_record(F006) returned a T-008 record; agent emits T-008 fault details as the answer for the T-006 task without correcting the lookup.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx	SGT-022	3	confirmed	task_verification	planning	Berkeley=task_verification by tie-break (latest irreversible mistake is the unearned 10-healthy/10-degraded breakdown). Stage=planning by earliest-unrecoverable: no get_sensor_readings calls in the trajectory at all, so the plan was missing per-unit retrieval from the start. Berkeley and stage rules diverge here.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx	SGT-010	3	confirmed	task_verification	final_answer	Same wrong-sensor pattern (winding_temp_c); agent acknowledges 'no readings' but final answer still proceeds to fault classification with high-priority outage WO.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx	SGT-018	1	confirmed	task_verification	tool_execution	Same T-006 vs T-008 confusion as B70B run03; F006 fault_id corresponds to T-008 in the fixture but task asked about T-006; agent treats the mismatch as a non-issue.	reviewer:2026-05-07
+final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx	SGT-022	3	confirmed	task_verification	planning	Berkeley=task_verification by tie-break (latest irreversible mistake is the unearned 12-healthy/5-degraded/3-critical fleet breakdown). Stage=planning by earliest-unrecoverable: only T-005 was fully populated via get_sensor_readings, so the plan was already missing per-unit retrieval. Berkeley and stage rules diverge here.	reviewer:2026-05-07
+followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized	SGT-014	5	confirmed	task_verification	final_answer	Same low-temp + Arc Discharge contradiction as Y70B SGT-014 run02; PE-family rerun reproduces the same failure pattern across different cells.	reviewer:2026-05-07
+followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized	SGT-003	3	confirmed	task_verification	final_answer	Final answer's two candidates are paraphrases of the same primary fault mode rather than two distinct mechanisms; not grounded in tool outputs.	reviewer:2026-05-07
+followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized	SGT-003	4	confirmed	task_verification	verification	Identical Low-Temp Overheating answer as run03; verified-PE verification step doesn't catch that 'top two' aren't actually two distinct candidates.	reviewer:2026-05-07
+mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask	SGT-007	2	confirmed	task_verification	tool_execution	WO created with empty playbook fields ('Required skills: Not specified', no technician); arguments not validated against playbook minima before WO emission.	reviewer:2026-05-07
+mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask	SGT-025	3	confirmed	task_verification	verification	Anomaly check ran but no operating-range comparison against the expected winding-temp limit; the analysis is incomplete without that threshold lookup.	reviewer:2026-05-07
+topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx	SGT-010	2	confirmed	task_verification	final_answer	Agent admits 'inability to retrieve thermal sensor readings' but still emits high-priority outage WO — missing-evidence final answer.	reviewer:2026-05-07
+topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx	SGT-010	1	confirmed	inter_agent_orchestration	verification	DGA says 'Arc discharge' + thermal trend says 'no anomalies' = contradictory signals; agent picks Arc as decisive without resolving the conflict between domains.	reviewer:2026-05-07
+topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx	SGT-014	1	confirmed	task_verification	final_answer	Same low-temp + Arc Discharge contradiction as Y70B run02 and YS_TP run05; failure mode pattern recurs across PE 70B variants.	reviewer:2026-05-07
+topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx	SGT-022	1	confirmed	task_verification	planning	Berkeley=task_verification by tie-break (latest irreversible mistake is the unearned breakdown). Stage=planning by earliest-unrecoverable: fleet-status snapshot only covered T-011 representatively; the plan was missing per-unit retrieval from the start. Same shape as B70B/C70B/ZS70B SGT-022. Berkeley and stage rules diverge here.	reviewer:2026-05-07
+topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx	SGT-012	2	confirmed	task_verification	verification	Same self-contradiction as Y70B SGT-012 run01 ('not abnormally high' + 'three anomalous readings'); peak value 324.335 A reported but timestamp omitted, so verification is incomplete.	reviewer:2026-05-07
+topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx	SGT-014	1	confirmed	task_verification	final_answer	Same low-temp + Arc Discharge (FM-006) contradiction; recurs across Y70B / YS_TP / YS70B / Z70B / ZS70B SGT-014 — pattern now spans 5 cells.	reviewer:2026-05-07
+topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx	SGT-018	1	confirmed	task_verification	tool_execution	Agent admits 'task execution unsuccessful' but still emits WO-480541FA with 24h estimated downtime; fault retrieval and update_work_order both errored — agent reports each error but doesn't replan.	reviewer:2026-05-07
diff --git a/data/audit/issue194_recurring_patterns.json b/data/audit/issue194_recurring_patterns.json
new file mode 100644
index 0000000000000000000000000000000000000000..936b97e7df6ed515effd7e2111ef609d67e12de0
--- /dev/null
+++ b/data/audit/issue194_recurring_patterns.json
@@ -0,0 +1,237 @@
+{
+  "_doc": "Recurring failure patterns + methodology + Berkeley-mapping rule for the #194 stratified hand-audit. Consumed by scripts/audit_failure_taxonomy.py render. Update this sidecar when re-auditing; render emits the markdown sections from this file.",
+  "methodology": {
+    "title": "Sampling design — coverage, not prevalence",
+    "body": "The 46 audited rows are a `(experiment_cell, auto_taxonomy_label)` stratified sample produced by `scripts/build_failure_taxonomy.py:stratified_sample` — one row per non-empty stratum across the 1,276 paper-eligible failures, deterministic seed 20260506. **Counts in this doc measure coverage of strata, not prevalence over the failure population.** A line like 'task_verification appears in 34 of 43 audited-with-label rows' means the auditor labeled 34 strata as task_verification — it does NOT mean ~79% of the 1,276 failures are task_verification. For a prevalence estimate, run a separate random-sample audit weighted by stratum size, or extrapolate weighted counts from the per-stratum confirmed-rate scaled by auto-label prevalence in the full 1,276 rows. The recurring-pattern row counts below are rows-in-this-sample; the parenthetical 'across N distinct scenarios' is the orthogonal coverage measure that distinguishes 'one buggy scenario replicated across many cells/models' from 'a broad-distributional failure mode'."
+  },
+  "current_surface_supersession": {
+    "title": "Current taxonomy surface and supersession",
+    "body": "For paper-facing failure-taxonomy claims, `results/metrics/failure_taxonomy_current.csv` plus this PR #197 manual audit are the **current surfaces of record**. They supersede the preliminary PR #151 failure-evidence artifact chain and PR #189's 35-row audit, which remain historical checks over an older evidence table. Any tables, figures, or prose still derived from the older `failure_evidence_table.csv` / 35-row audit should be regenerated from `failure_taxonomy_current.csv` or explicitly caveated as preliminary/stale. This is closeout hygiene for HPML #35: after #197 lands, the issue closeout can name exactly what is current, what is historical, and which derived artifacts (if any) were refreshed versus intentionally caveated."
+  },
+  "berkeley_mapping_rule": {
+    "title": "Berkeley-label tie-break rule (this audit)",
+    "body": "Per `docs/failure_taxonomy_evidence.md:139-145` Berkeley tie-break rule, when more than one Berkeley label is plausible the auditor picks **the latest irreversible mistake visible in the artifact** and mentions upstream contributors in the audit_note. Concretely: (a) if the trajectory's tool-call sequence is materially wrong but the agent never reaches a final-answer-with-fabrication, the latest irreversible mistake is the failing tool-call → label as `inter_agent_orchestration`; (b) if the agent emits a final answer / WO / decision that depends on missing, empty, or wrong evidence (i.e. the upstream gap was not corrected before the final answer landed), the latest irreversible mistake is the unearned final answer → label as `task_verification`. (c) `specification` is reserved for cases where the agent misunderstood the task itself (per the team-doc definition); the auditor did not see this in the 46-row sample. Note: this rule governs ONLY the Berkeley label, NOT the failure_stage — see the separate failure-stage rule below."
+  },
+  "failure_stage_rule": {
+    "title": "Failure-stage rule (this audit)",
+    "body": "Per `docs/failure_taxonomy_evidence.md:149-151`, `failure_stage` uses **the earliest stage where the run becomes observably unrecoverable** — which is a separate question from the Berkeley tie-break rule above. Stage candidates are `planning` / `tool_selection` / `tool_execution` / `verification` / `final_answer`, evaluated in trajectory order. **The two rules can disagree.** Worked example: a SGT-022 fleet-status row may have Berkeley=`task_verification` (the unearned breakdown is the latest irreversible mistake) AND stage=`planning` (the plan never included per-unit retrieval, so the run was already unrecoverable from planning). v3 of this audit applied the latest-irreversible-mistake tie-break to six rows' Berkeley labels (correctly — though only four of the six had a v2→v3 Berkeley modification; the two Z70B/ZS70B SGT-022 rows already carried `task_verification` from v2), but then incorrectly carried that same rule into `failure_stage` — moving five rows whose v2 stage was already earliest-unrecoverable-compatible (`planning` for the four SGT-022 rows, `tool_execution` for A70B SGT-009 run03) to `final_answer`; v4 (this revision) re-evaluates each tie-break row's stage independently of its Berkeley label — see `tie_break_relabels` below for the per-row mapping after both rules are applied separately."
+  },
+  "tie_break_relabels": {
+    "_doc": "Six rows where v2's first-pass labels needed re-evaluation. v3 changed Berkeley labels per latest-irreversible-mistake (correct) but also applied that rule to failure_stage (incorrect — stage uses earliest-unrecoverable). v4 keeps the Berkeley relabels and re-evaluates each row's stage independently. See `berkeley_mapping_rule` and `failure_stage_rule` for the two separate rules.",
+    "rows": [
+      {
+        "cell": "A70B",
+        "scenario_id": "SGT-009",
+        "trial_index": 2,
+        "v2": {
+          "berkeley": "inter_agent_orchestration",
+          "stage": "tool_selection"
+        },
+        "v3": {
+          "berkeley": "task_verification",
+          "stage": "final_answer"
+        },
+        "rationale": "Berkeley=task_verification (latest mistake = WO emission with overheating diagnosis). Stage=tool_execution (earliest unrecoverable: the retry on canonical 'winding_temp_top_c' also errored with 'Invalid comparison between dtype=datetime64[ns] and Timestamp', so the trend pipeline was broken at that tool execution and never recovered — the upstream 'dga_h2_ppm' miss was the trigger but not the only failure). Berkeley and stage diverge.",
+        "v4": {
+          "berkeley": "task_verification",
+          "stage": "tool_execution"
+        }
+      },
+      {
+        "cell": "A70B",
+        "scenario_id": "SGT-009",
+        "trial_index": 3,
+        "v2": {
+          "berkeley": "inter_agent_orchestration",
+          "stage": "tool_execution"
+        },
+        "v3": {
+          "berkeley": "task_verification",
+          "stage": "final_answer"
+        },
+        "rationale": "Berkeley=task_verification (latest mistake = unearned WO at end). Stage=tool_execution (earliest unrecoverable: wrong sensor name 'winding_temp_c' only PARTIALLY recovered via list_sensors, so run was unrecoverable from the failed tool execution). Berkeley and stage diverge.",
+        "v4": {
+          "berkeley": "task_verification",
+          "stage": "tool_execution"
+        }
+      },
+      {
+        "cell": "B70B",
+        "scenario_id": "SGT-022",
+        "trial_index": 3,
+        "v2": {
+          "berkeley": "inter_agent_orchestration",
+          "stage": "planning"
+        },
+        "v3": {
+          "berkeley": "task_verification",
+          "stage": "final_answer"
+        },
+        "rationale": "Berkeley=task_verification (latest mistake = unearned 10-healthy/10-degraded breakdown). Stage=planning (earliest unrecoverable: no get_sensor_readings calls at all in trajectory, so plan was missing per-unit retrieval from start). Berkeley and stage diverge.",
+        "v4": {
+          "berkeley": "task_verification",
+          "stage": "planning"
+        }
+      },
+      {
+        "cell": "C70B",
+        "scenario_id": "SGT-022",
+        "trial_index": 3,
+        "v2": {
+          "berkeley": "inter_agent_orchestration",
+          "stage": "planning"
+        },
+        "v3": {
+          "berkeley": "task_verification",
+          "stage": "final_answer"
+        },
+        "rationale": "Berkeley=task_verification (latest mistake = unearned 12/5/3 breakdown). Stage=planning (earliest unrecoverable: only T-005 fully populated; plan was missing per-unit retrieval). Berkeley and stage diverge.",
+        "v4": {
+          "berkeley": "task_verification",
+          "stage": "planning"
+        }
+      },
+      {
+        "cell": "Z70B",
+        "scenario_id": "SGT-022",
+        "trial_index": 1,
+        "v2": {
+          "berkeley": "task_verification",
+          "stage": "planning"
+        },
+        "v3": {
+          "berkeley": "task_verification",
+          "stage": "final_answer"
+        },
+        "rationale": "Berkeley=task_verification (latest mistake = unearned breakdown). Stage=planning (earliest unrecoverable: snapshot only covered T-011; plan missing per-unit retrieval). Same shape as B70B/C70B/ZS70B SGT-022. Berkeley and stage diverge.",
+        "v4": {
+          "berkeley": "task_verification",
+          "stage": "planning"
+        }
+      },
+      {
+        "cell": "ZS70B",
+        "scenario_id": "SGT-022",
+        "trial_index": 2,
+        "v2": {
+          "berkeley": "task_verification",
+          "stage": "planning"
+        },
+        "v3": {
+          "berkeley": "task_verification",
+          "stage": "final_answer"
+        },
+        "rationale": "Berkeley=task_verification (latest mistake = unearned breakdown). Stage=planning (earliest unrecoverable: only T-011 fully populated; plan missing per-unit retrieval). Berkeley and stage diverge.",
+        "v4": {
+          "berkeley": "task_verification",
+          "stage": "planning"
+        }
+      }
+    ]
+  },
+  "lead": "These patterns recur across multiple audited rows and are the strongest paper-citable signals. Each row's count is rows-in-this-sample and 'across M distinct scenarios' to flag patterns where a single scenario reproduces across multiple cells/models (cross-model robustness signal) versus broad-distributional (corpus-coverage signal):",
+  "patterns": [
+    {
+      "title": "Wrong sensor name (`winding_temp_c` vs canonical `winding_temp_top_c`)",
+      "count": 6,
+      "distinct_scenarios_count": 2,
+      "distinct_scenarios": [
+        "SGT-009",
+        "SGT-010"
+      ],
+      "description": "The 8B and 70B agents both pick a non-existent sensor name when asked about thermal trends. Tool returns 'no readings', but the agent then proceeds to outage-WO creation anyway.",
+      "cells": [
+        "B SGT-010 run01",
+        "B SGT-010 run03",
+        "A70B SGT-009 run02",
+        "A70B SGT-009 run03",
+        "B70B SGT-010 run02",
+        "C70B SGT-010 run03"
+      ],
+      "mitigation": "validate `sensor_id` against `iot.list_sensors` output before `iot.get_sensor_readings` / `tsfm.trend_analysis`, and hard-fail on unknown sensors instead of returning empty."
+    },
+    {
+      "title": "Low-temp + Arc Discharge contradiction",
+      "count": 5,
+      "distinct_scenarios_count": 1,
+      "distinct_scenarios": [
+        "SGT-014"
+      ],
+      "description": "The agent diagnoses 'low-temperature overheating' (a thermal fault) and matches it to FM-006 'Arc Discharge' (a high-energy electrical fault) — physically incompatible classes. Now spans Y70B / YS_TP / YS70B / Z70B / ZS70B (every PE-family 70B variant on SGT-014).",
+      "cells": [
+        "Y70B SGT-014 run02",
+        "YS_TP SGT-014 run05",
+        "YS70B SGT-014 run01",
+        "Z70B SGT-014 run03",
+        "ZS70B SGT-014 run01"
+      ],
+      "mitigation": "enforce a fault-mode-class consistency check between `analyze_dga` output and `search_failure_modes` result; reject thermal-class diagnoses paired with electrical-class FM matches."
+    },
+    {
+      "title": "T-006 vs T-008 fault-record confusion",
+      "count": 2,
+      "distinct_scenarios_count": 1,
+      "distinct_scenarios": [
+        "SGT-018"
+      ],
+      "description": "`get_fault_record(F006)` returns a T-008 record (since F006 belongs to T-008 in the fixture); the task asked about T-006; agent emits T-008 details as the answer.",
+      "cells": [
+        "B70B SGT-018 run03",
+        "C70B SGT-018 run01"
+      ],
+      "mitigation": "validate that the returned record's `transformer_id` matches the task's named asset before downstream tools consume it."
+    },
+    {
+      "title": "WO creation without preceding diagnostic",
+      "count": 7,
+      "distinct_scenarios_count": 3,
+      "distinct_scenarios": [
+        "SGT-007",
+        "SGT-009",
+        "SGT-010"
+      ],
+      "description": "Agent jumps straight to `create_work_order` (or after a single shallow tool call), skipping the discover/analyze/correlate sequence. The WO carries either fabricated severity / priority / playbook fields or empty placeholders. Z70B SGT-007 run01 also emits the WO despite explicit 'invalid severity' + session errors.",
+      "cells": [
+        "A SGT-009 run03",
+        "A70B SGT-009 run02",
+        "B70B SGT-010 run02",
+        "C70B SGT-010 run03",
+        "YS_BASELINE SGT-007 run02",
+        "Y70B SGT-010 run02",
+        "Z70B SGT-007 run01"
+      ],
+      "mitigation": "gate `create_work_order` behind a 'minimum-evidence' precondition checker (analyze_dga and/or trend_analysis outcome present in the trajectory); refuse to mark an errored WO as success."
+    },
+    {
+      "title": "INT8 model emits invented failure-mode IDs",
+      "count": 2,
+      "distinct_scenarios_count": 1,
+      "distinct_scenarios": [
+        "SGT-014"
+      ],
+      "description": "The INT8 8B variant on Cell D uses literal strings (`list_failure_modes`, `D2`, `FM-012`, `T1`) as `failure_mode_id` arguments, none of which exist.",
+      "cells": [
+        "D SGT-014 run02",
+        "D SGT-014 run05"
+      ],
+      "mitigation": "tool-input validation that rejects unknown IDs before the call dispatches."
+    },
+    {
+      "title": "Fleet-status snapshot covers only one representative unit",
+      "count": 4,
+      "distinct_scenarios_count": 1,
+      "distinct_scenarios": [
+        "SGT-022"
+      ],
+      "description": "Task asks for healthy + degraded (or healthy + degraded + critical) representative samples; agent fully populates only one unit (typically T-005 or T-011) and asserts the breakdown without per-unit retrieval.",
+      "cells": [
+        "B70B SGT-022 run03",
+        "C70B SGT-022 run03",
+        "Z70B SGT-022 run01",
+        "ZS70B SGT-022 run02"
+      ],
+      "mitigation": "in PE/verified-PE planning, expand 'representative units' to a numbered list and require one `iot.get_sensor_readings` call per declared unit before final aggregation."
+    }
+  ],
+  "summary_note": "These 6 patterns span **23 distinct audit-table rows** with 26 pattern-occurrences (rows × patterns; §1∩§4 overlap = 3 rows that show both wrong-sensor-name AND WO-without-diagnostic). All clusters reduce to **6 distinct scenarios**: SGT-007, SGT-009, SGT-010, SGT-014, SGT-018, SGT-022. The `specification` Berkeley category was not assigned to any audited row in this sample, applying the team's narrow definition (agent misunderstanding the task itself). Reasonable readers may argue patterns §1 (wrong sensor name) and §3 (T-006 vs T-008) sit on the boundary between `task_verification` and a hypothetical `tool_environment_specification` sub-label — the auditor's read is that the task is precisely specified and the gap is in the agent's tool-environment surface (canonical sensor names, asset-record consistency), not in the task statement, but a methodology revisit could re-draw the boundary."
+}
diff --git a/data/failure_taxonomy_current.csv b/data/failure_taxonomy_current.csv
new file mode 100644
index 0000000000000000000000000000000000000000..37ed3f1b58ed15ba61291f4eb2a237d43f2ab7b2
--- /dev/null
+++ b/data/failure_taxonomy_current.csv
@@ -0,0 +1,1967 @@
+paper_eligible,exclude_reason,auto_taxonomy_label,failed_dims,failed_dim_count,audit_status,audit_decision,berkeley_label,failure_stage,audit_note,audit_decision_source,score_6d,pass,pass_threshold,dim_task_completion,dim_data_retrieval_accuracy,dim_agent_sequence_correct,dim_clarity_and_justification,dim_generalized_result_verification,dim_hallucinations,run_name,cohort_id,experiment_cell,orchestration_mode,mcp_mode,model_id,judge_model,scenario_id,scenario_file,trial_index,trajectory_file,wandb_run_url,suggestions,scored_at,schema_version
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest sensor readings and did not provide the required information in the final answer.,2026-05-05T08:10:31.093584+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_01_list_transformer_sensors_run05.json,,The agent should correctly use the get_sensor_readings tool to retrieve the latest sensor values instead of hallucinating the results.,2026-05-05T08:10:34.853481+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Improve grounding by directly mapping DGA results to known fault modes and mechanisms,2026-05-05T08:10:16.616971+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_01_dga_fault_mode_diagnosis_run04.json,,The agent should have used the DGA analysis results more effectively and provided a more grounded diagnosis based on the IEC code and gas ratios.,2026-05-05T08:10:19.188942+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-005,data/scenarios/tsfm_01_rul_forecast_maintenance_window.json,4,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_tsfm_01_rul_forecast_maintenance_window_run04.json,,The agent should correctly interpret the RUL forecast and provide a maintenance recommendation based on it.,2026-05-05T08:11:24.562029+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_tsfm_02_hotspot_temp_anomaly_run02.json,,Check data availability for transformer T-019 and sensor winding_temp_c before running anomaly detection.,2026-05-05T08:11:27.780015+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_tsfm_02_hotspot_temp_anomaly_run03.json,,Agent failed to provide any response or trajectory for the given task,2026-05-05T08:11:28.987624+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_01_create_inspection_order_run01.json,,"The agent failed to provide a structured work order with all required fields, such as required technician skill set.",2026-05-05T08:11:32.022181+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_01_create_inspection_order_run04.json,,"Provide a clear and structured final answer directly related to the task, and ensure the agent's sequence of actions is logical and justifiable.",2026-05-05T08:11:35.265487+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_01_create_inspection_order_run05.json,,Provide a clear plan and validate the generated work order against expected outputs,2026-05-05T08:11:36.413974+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run01.json,,The agent should handle missing sensor data more robustly and provide a more accurate fault diagnosis based on available information.,2026-05-05T08:10:54.672785+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run02.json,,The agent failed to retrieve relevant sensor data and did not correctly identify the probable fault mode. It also did not provide a clear justification for its work order recommendation.,2026-05-05T08:10:56.011139+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,manual_confirmed,confirmed,task_verification,final_answer,Created WO without first analyzing DGA or trends; final answer is meta-narrative ('series of function calls') rather than the requested fault inference + 30-day risk estimate.,reviewer:2026-05-07,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run03.json,,The agent failed to retrieve relevant sensor data and did not properly analyze the fault mode or risk. The work order was created with inconsistent data.,2026-05-05T08:10:57.351512+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run04.json,,"The agent failed to follow a logical sequence of steps to investigate the transformer's condition, and made incorrect or missing tool calls. It should have retrieved and analyzed relevant sensor data before making a maintenance recommendation.",2026-05-05T08:10:58.997957+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run05.json,,The agent failed to retrieve relevant sensor data and didn't properly diagnose the fault mode. It also didn't provide a clear justification for its work order recommendation.,2026-05-05T08:11:00.353746+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run01.json,,The agent should have handled the error from the trend analysis tool call and either provided a valid alternative or acknowledged the missing data in its final answer.,2026-05-05T08:11:01.759490+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run02.json,,The agent should have used available thermal anomaly data or other relevant metrics when DGA data and specific temperature trend analysis were not both available.,2026-05-05T08:11:03.094384+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run03.json,,Improve handling of missing data and verify assumptions about fault severity.,2026-05-05T08:11:04.658358+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run04.json,,Implement error handling for missing data and provide alternative data sources or fallback values.,2026-05-05T08:11:06.217662+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_04_load_current_overload_check_run02.json,,Retrieve actual sensor data before attempting analysis.,2026-05-05T08:10:37.350564+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_04_load_current_overload_check_run03.json,,The agent should have provided a clear and accurate report based on the retrieved data and avoided making unsubstantiated claims.,2026-05-05T08:10:38.541025+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,4,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_04_load_current_overload_check_run04.json,,The agent should be modified to handle cases where sensor readings are not available and provide a meaningful response instead of just noting the assumption of available readings.,2026-05-05T08:10:39.716569+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,clarity_and_justification",2,manual_confirmed,confirmed,inter_agent_orchestration,tool_selection,"list_sensors called after get_sensor_correlation(FM-002), reversing the natural discover-then-correlate order; final answer correct but tool sequence is post-hoc.",reviewer:2026-05-07,0.5,False,0.6,True,True,False,False,True,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run01.json,,The agent should have used the retrieved data more explicitly to justify its answer and follow a more logical sequence of tool calls to derive the final response.,2026-05-05T08:10:22.131199+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review DGA diagnosis and match it correctly to failure mechanisms; justify sensor prioritization based on failure mode characteristics,2026-05-05T08:10:23.909632+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run03.json,,The agent should have used the DGA analysis results more accurately to determine the fault mode.,2026-05-05T08:10:25.018283+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run04.json,,The agent failed to correctly match the diagnosed fault mode to a failure mechanism in the catalogue and did not provide a prioritized sensor list based on the failure mode. It should have used the search_failure_modes tool effectively and utilized get_sensor_correlation with the correct failure mode ID.,2026-05-05T08:10:26.643032+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run05.json,,The agent should have used the DGA results to inform the fault diagnosis instead of directly searching for 'Arc Discharge'. The prioritized sensor list should be based on the correlation with the identified failure mode.,2026-05-05T08:10:28.236614+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run01.json,,The agent failed to retrieve the correct fault record for T-006 and instead retrieved details for T-001. It also created and updated a work order for T-006 but with incorrect fault details. The agent should be corrected to retrieve the correct fault record and ensure all actions are based on accurate data.,2026-05-05T08:11:37.949749+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run03.json,,"The agent failed to retrieve the correct fault record for T-006 and instead retrieved details for T-001. It also incorrectly estimated downtime for an 'Arc Discharge' fault instead of the actual fault type of T-006. The work order was created and updated, but based on incorrect inputs.",2026-05-05T08:11:40.662508+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run04.json,,The agent failed to retrieve the correct fault record for T-006 and instead used a different transformer ID (T-001). The estimate_downtime and create_work_order calls used the correct transformer ID (T-006) but the fault record retrieval did not. The sequence of operations was also not entirely correct as it did not follow the expected behavior of retrieving the fault record for T-006.,2026-05-05T08:11:42.381020+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run05.json,,The agent should retrieve the correct fault record for T-006 and ensure the correct sequence of operations.,2026-05-05T08:11:44.438473+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,2,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_05_sensor_coverage_audit_run02.json,,"The agent should accurately list the transformer's metadata and sensor IDs, and correctly assess whether both electrical and thermal monitoring needs are covered.",2026-05-05T08:10:42.886524+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,3,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_05_sensor_coverage_audit_run03.json,,"The agent incorrectly stated that there were no temperature sensors, when in fact there were oil and winding temperature sensors. The final answer should have correctly identified that both electrical and thermal monitoring needs were covered.",2026-05-05T08:10:44.200760+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,5,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_05_sensor_coverage_audit_run05.json,,The agent should correctly identify that both electrical and thermal monitoring needs are covered and provide a clear justification based on the sensor data retrieved.,2026-05-05T08:10:46.768869+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_06_fleet_status_snapshot_run01.json,,The agent failed to complete the task by not providing a final answer in the required format and not retrieving the required data for the specified transformers.,2026-05-05T08:10:48.081969+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,True,True,False,False,False,False,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_06_fleet_status_snapshot_run02.json,,"Provide a clear and detailed final answer that directly addresses the task requirements, including a comparative analysis of the two units.",2026-05-05T08:10:49.268296+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_06_fleet_status_snapshot_run03.json,,The agent should be grounded in actual data retrieval and avoid hallucinating sensor readings. It should correctly list in-service transformers and provide accurate sensor data for the specified units.,2026-05-05T08:10:50.491619+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_06_fleet_status_snapshot_run04.json,,Re-evaluate the tool usage and correct the input format for list_sensors function,2026-05-05T08:10:51.782247+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_06_fleet_status_snapshot_run05.json,,The agent failed to list T-013 as it was not in the list of in-service transformers; revise tool calls to handle such cases and provide clear comparative analysis.,2026-05-05T08:10:53.100936+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",6,auto_only,,,,,,0.1667,False,0.6,False,False,False,False,False,False,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,1,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_07_iot_tsfm_anomaly_burst_run01.json,,Improve date format handling and error propagation for get_sensor_readings and trend_analysis tools,2026-05-05T08:11:15.694075+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,2,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_07_iot_tsfm_anomaly_burst_run02.json,,Re-evaluate the time window for trend analysis and adjust parameters accordingly,2026-05-05T08:11:16.984810+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,manual_confirmed,confirmed,task_verification,verification,Reported four anomalies + trend without verifying against an expected operating range; clarity dim also fails because no thermal threshold is cited.,reviewer:2026-05-07,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,5,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_07_iot_tsfm_anomaly_burst_run05.json,,Improve trend analysis interpretation and verify results against expected behavior,2026-05-05T08:11:20.427210+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_05_inspection_closeout_run01.json,,"The agent should have created a work order with an initial status other than 'resolved' and then updated it to 'resolved' or 'closed' with a note. The current implementation creates a work order with 'resolved' status directly and then attempts to update it, which is redundant and incorrect.",2026-05-05T08:11:45.743247+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_05_inspection_closeout_run02.json,,The agent should have also called the update_work_order function to close the work order with a note recording the clean inspection result.,2026-05-05T08:11:47.610711+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_05_inspection_closeout_run03.json,,"The agent should create a work order with an initial status other than 'closed', then update it to 'closed' with a note. The current implementation creates and immediately closes the work order.",2026-05-05T08:11:48.736242+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_05_inspection_closeout_run04.json,,"The agent should have created a work order and then updated its status to closed with a note, instead of creating a closed work order and then updating it again. The final answer should clearly state the initial and final status of the work order.",2026-05-05T08:11:50.101177+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_05_inspection_closeout_run05.json,,The agent should have created a work order with an initial status other than 'resolved' and then updated it to 'resolved' or 'closed'. The current implementation creates and immediately resolves the work order.,2026-05-05T08:11:51.620799+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-030,data/scenarios/multi_06_anomaly_to_rul_to_workorder.json,1,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_06_anomaly_to_rul_to_workorder_run01.json,,The agent should have used the retrieved RUL data to explicitly justify the work order's scope and priority in the issue description. It should also have avoided redundant tool calls.,2026-05-05T08:11:09.122197+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15_broad,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-030,data/scenarios/multi_06_anomaly_to_rul_to_workorder.json,5,benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_06_anomaly_to_rul_to_workorder_run05.json,,The agent repeated the 'forecast_rul' call multiple times unnecessarily and failed to provide a clear justification for the work order's priority and scope based on the RUL forecast.,2026-05-05T08:11:14.391483+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_01_list_transformer_sensors_run01.json,,The agent should have used get_sensor_readings() for each sensor to retrieve the latest timestamped values.,2026-05-05T08:12:08.674843+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to provide a clear answer to the task. It should have retrieved and listed all available sensors for transformer T-011 along with their latest timestamped values. The agent only output a function call without executing it or providing the results.,2026-05-05T08:12:10.109980+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_01_list_transformer_sensors_run03.json,,The agent failed to list all available sensors for transformer T-011 and provide their latest timestamped values. It should have successfully retrieved the list of sensors and then fetched the latest reading for each sensor.,2026-05-05T08:12:11.490955+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_01_list_transformer_sensors_run05.json,,The agent failed to retrieve data for all sensors and provide their latest timestamped values. It only retrieved data for one sensor and did not complete the task as requested.,2026-05-05T08:12:13.973576+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,The agent should have provided a clear diagnosis based on the retrieved DGA data and explained the fault mode and failure mechanisms.,2026-05-05T08:11:53.605556+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Improve grounding in actual DGA data and known fault mappings; verify sequence logic and result verification,2026-05-05T08:11:57.466342+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Provide more detailed analysis and mapping of DGA results to specific fault modes and failure mechanisms,2026-05-05T08:11:58.708531+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-005,data/scenarios/tsfm_01_rul_forecast_maintenance_window.json,2,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_01_rul_forecast_maintenance_window_run02.json,,Provide RUL estimate and compare it directly to 180-day horizon with clear maintenance recommendation.,2026-05-05T08:12:59.260210+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-005,data/scenarios/tsfm_01_rul_forecast_maintenance_window.json,3,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_01_rul_forecast_maintenance_window_run03.json,,Check RUL forecast interpretation and maintenance recommendation logic,2026-05-05T08:13:00.416729+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run03.json,,Check data availability for transformer T-019 and sensor winding_temp_c before running anomaly detection,2026-05-05T08:13:05.722694+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,5,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run05.json,,Check data availability for transformer T-019 and sensor winding_temp_c before running anomaly detection,2026-05-05T08:13:08.116337+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_01_create_inspection_order_run02.json,,The agent should have included required skills in the work order and provided a more detailed task summary.,2026-05-05T08:13:10.078622+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_01_create_inspection_order_run03.json,,The agent should directly output the structured work order as requested in the task.,2026-05-05T08:13:11.130458+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_01_create_inspection_order_run05.json,,Include required skills in the work order and ensure all task requirements are met.,2026-05-05T08:13:13.168409+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run01.json,,"The agent should follow a structured workflow, retrieve and analyze relevant sensor data, and provide clear justification for its conclusions.",2026-05-05T08:12:34.824507+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run02.json,,"The agent should have a clear plan and execute it step-by-step, handling missing data more effectively.",2026-05-05T08:12:35.959931+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run03.json,,"The agent should follow a logical sequence of operations: analyze sensor data first, then infer fault mode, estimate risk, and finally create a work order. Currently, the sequence is not clear and the tool calls seem unrelated to each other.",2026-05-05T08:12:37.095084+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run04.json,,The agent failed to properly investigate recent sensor behavior and infer probable fault mode due to errors in trend analysis and get_sensor_correlation function calls.,2026-05-05T08:12:38.539676+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve the agent's workflow to follow a logical sequence and verify results against expected outcomes.,2026-05-05T08:12:39.967836+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,manual_confirmed,confirmed,task_verification,final_answer,Wrong sensor name 'winding_temp_c' (canonical is 'winding_temp_top_c'); agent acknowledges 'no readings' but still recommends immediate outage maintenance — missing-evidence final answer.,reviewer:2026-05-07,0.3333,False,0.6,True,False,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run01.json,,Provide a valid thermal anomaly trend analysis and integrate it with DGA diagnostics for a more informed decision.,2026-05-05T08:12:41.163267+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,The agent should have handled the error from the trend analysis tool call and either provided a default value or requested additional information.,2026-05-05T08:12:42.353520+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,manual_confirmed,confirmed,task_verification,tool_execution,Same wrong-sensor pattern as run01 (winding_temp_c not winding_temp_top_c); agent inverts the maintenance recommendation but the underlying tool-call sequence and missing get_dga_record precondition are identical.,reviewer:2026-05-07,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,The agent should have handled the error from trend_analysis and either provided a valid trend analysis or used alternative data. It should have also clearly justified its maintenance decision based on available data.,2026-05-05T08:12:43.472087+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run04.json,,Implement error handling for missing sensor data and consider alternative sensors or diagnostics when primary data is unavailable.,2026-05-05T08:12:44.843905+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,5,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run05.json,,"Provide a clear plan, handle missing data gracefully, and ensure tool outputs are used accurately.",2026-05-05T08:12:46.033930+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_04_load_current_overload_check_run01.json,,The agent should directly report the peak value and timestamp from the retrieved data and clearly state whether the readings are elevated.,2026-05-05T08:12:15.245392+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_04_load_current_overload_check_run02.json,,Check data availability for the specified transformer and sensor before proceeding with the task.,2026-05-05T08:12:16.445176+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,4,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_04_load_current_overload_check_run04.json,,Use correct date range for retrieving sensor readings,2026-05-05T08:12:18.849017+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,The agent should have correctly diagnosed the fault mode using DGA results and matched it to a catalogue failure mechanism. It should have also prioritized sensors based on actual correlation data rather than listing all available sensors.,2026-05-05T08:12:03.132860+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,The agent should have used the DGA analysis results to determine the fault mode and matched it to the correct failure mechanism from the catalogue. It should also have used the sensor correlation data to recommend relevant sensors for monitoring.,2026-05-05T08:12:04.728020+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve search_failure_modes tool to return relevant results; validate retrieved data against expected outputs; ensure logical sequence of operations; provide clear justifications for matching failure mechanisms and prioritizing sensors.,2026-05-05T08:12:06.199059+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Re-evaluate DGA results and match to correct failure mechanism; ensure sensor prioritization aligns with failure mode characteristics,2026-05-05T08:12:07.533032+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run01.json,,The agent should retrieve the correct fault record for T-006 and ensure the correct transformer ID is used throughout the task.,2026-05-05T08:13:14.378701+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run02.json,,The agent should have retrieved the fault record for T-006 instead of T-001. Ensure correct asset ID is used in get_fault_record.,2026-05-05T08:13:15.519208+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run03.json,,The agent retrieved fault details for T-001 instead of T-006 and did not correctly follow the task instructions.,2026-05-05T08:13:16.823428+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run04.json,,The agent retrieved fault details for T-001 instead of T-006 and did not correctly follow the task instructions.,2026-05-05T08:13:17.952469+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run05.json,,The agent should correctly retrieve the fault record for T-006 and ensure all operations are performed on the correct transformer ID.,2026-05-05T08:13:19.172690+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,2,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_05_sensor_coverage_audit_run02.json,,The agent should correctly identify that both thermal and electrical monitoring needs are covered based on the sensor data retrieved.,2026-05-05T08:12:22.475355+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,3,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_05_sensor_coverage_audit_run03.json,,The agent should have correctly identified that both electrical and thermal monitoring needs are covered based on the sensor data retrieved.,2026-05-05T08:12:23.875216+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,4,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_05_sensor_coverage_audit_run04.json,,"The agent did not execute the planned tool calls and instead output the plan again as the final answer. The response should have been the result of the tool calls, not the tool calls themselves.",2026-05-05T08:12:25.142655+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,5,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_05_sensor_coverage_audit_run05.json,,"The agent should accurately list the transformer's metadata and installed sensors, and correctly assess whether both electrical and thermal monitoring needs are covered based on the retrieved data.",2026-05-05T08:12:26.461004+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_06_fleet_status_snapshot_run01.json,,Provide a valid final answer to assess the agent's performance.,2026-05-05T08:12:27.817460+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_06_fleet_status_snapshot_run02.json,,Re-evaluate the task requirements and ensure the agent's response is grounded in the provided data and tools.,2026-05-05T08:12:28.884395+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_06_fleet_status_snapshot_run03.json,,The agent failed to retrieve actual sensor readings and instead provided fictional data. It should have handled the error in get_sensor_readings tool call.,2026-05-05T08:12:30.452481+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_06_fleet_status_snapshot_run04.json,,The agent failed to list the in-service transformer IDs and did not provide complete recent telemetry samples for the available sensor channels of T-005 and T-013.,2026-05-05T08:12:32.055513+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_06_fleet_status_snapshot_run05.json,,"Provide a clear and complete final answer that directly addresses the task prompt, including listing in-service transformers and comparing sensor data for T-005 and T-013.",2026-05-05T08:12:33.474349+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_05_inspection_closeout_run02.json,,The agent should provide a valid work order ID from the create_work_order function and use it in the update_work_order function.,2026-05-05T08:13:21.599100+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15_broad,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-030,data/scenarios/multi_06_anomaly_to_rul_to_workorder.json,5,benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_06_anomaly_to_rul_to_workorder_run05.json,,The agent should have provided a clear and justified work order based on the RUL forecast results and explicitly stated the reasoning behind the priority and scope of the work order.,2026-05-05T08:12:51.297680+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_01_list_transformer_sensors_run04.json,,The agent should have completed the task by retrieving the latest values for all sensors and presenting the results in a clear format.,2026-05-05T08:13:46.772317+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_01_list_transformer_sensors_run05.json,,The agent failed to provide the latest timestamped value for all sensors as requested.,2026-05-05T08:13:48.066312+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Improve task completion by directly mapping DGA evidence to fault modes and providing clear rationale for candidate failure mechanisms.,2026-05-05T08:13:26.516232+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,manual_confirmed,confirmed,task_verification,tool_selection,"Single analyze_dga call with hand-picked args (h2=15, ch4=10); skipped get_dga_record entirely; final answer is 'Normal/Inconclusive' which doesn't satisfy the task's 'top two candidate failure mechanisms' requirement.",reviewer:2026-05-07,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Provide more specific fault mapping and gas pattern analysis to support the diagnosis,2026-05-05T08:13:30.571844+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Improve grounding in actual DGA data and known fault mappings; verify diagnostic conclusions against multiple methods,2026-05-05T08:13:31.800579+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run04.json,,The agent should verify the second most likely fault mode using available tools and provide clear justification for both primary and secondary fault modes.,2026-05-05T08:13:33.016290+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run05.json,,Provide a clear failure mode ID in the analysis result or handle inconclusive results more effectively,2026-05-05T08:13:34.374907+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run01.json,,Handle missing data by either retrieving available data or providing a more informative error message,2026-05-05T08:14:41.937865+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run03.json,,Check if the transformer ID and sensor ID are correct and if data exists for the specified period.,2026-05-05T08:14:44.565347+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,manual_confirmed,confirmed,task_verification,final_answer,Single create_work_order call with no preceding diagnostic; final answer is bare 'WO created' confirmation lacking required playbook fields.,reviewer:2026-05-07,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_01_create_inspection_order_run01.json,,The agent should have provided the complete work order details in the final answer and included required skills for the task.,2026-05-05T08:14:48.519173+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_01_create_inspection_order_run02.json,,The agent failed to provide a structured work order as requested and did not specify required skills or fully follow the task instructions.,2026-05-05T08:14:49.765529+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_01_create_inspection_order_run03.json,,The agent should have included required skills in the work order and provided a more detailed output matching the expected behaviour.,2026-05-05T08:14:51.303105+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_01_create_inspection_order_run05.json,,The agent should have included required skills for the task and directly provided the structured work order as requested.,2026-05-05T08:14:54.166854+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run01.json,,"The agent failed to follow a logical sequence of steps and did not properly utilize the retrieved data to inform its conclusions. It should have first analyzed the sensor data, then inferred the fault mode, estimated the risk, and finally issued a work order recommendation based on these findings.",2026-05-05T08:14:10.605458+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",6,auto_only,,,,,,0.1667,False,0.6,False,False,False,False,False,False,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run02.json,,The agent should have a clear plan to investigate alternative sensors or data sources when initial data retrieval fails.,2026-05-05T08:14:12.307344+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run03.json,,The agent should follow a logical sequence of operations and verify results against known fault modes and transformer condition data.,2026-05-05T08:14:13.655749+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run04.json,,"The agent failed to execute a coherent sequence of steps and made multiple tool calls with incorrect or missing data, leading to ungrounded outputs.",2026-05-05T08:14:15.084398+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run05.json,,"The agent should have first retrieved relevant IoT evidence before proceeding with other steps. The get_sensor_readings function call failed, indicating a potential issue with data retrieval or handling missing data.",2026-05-05T08:14:16.345115+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run01.json,,Provide a valid trend analysis result and integrate it with DGA diagnostics to make a maintenance decision.,2026-05-05T08:14:17.857075+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run02.json,,The agent should have handled the missing temperature data more effectively and provided a more comprehensive maintenance or monitoring plan.,2026-05-05T08:14:19.215184+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run03.json,,Provide a clear plan and ensure relevant data is retrieved before making maintenance decisions.,2026-05-05T08:14:20.478122+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run04.json,,The agent should have properly integrated DGA diagnostics with thermal anomaly trends and provided a grounded decision based on actual data retrieved.,2026-05-05T08:14:21.887191+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,5,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run05.json,,"The agent should have used available tools more effectively and provided a clear, actionable maintenance plan.",2026-05-05T08:14:23.150142+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_04_load_current_overload_check_run02.json,,The agent should have retrieved the recent sensor data before detecting anomalies and ensured the data retrieval was accurate and relevant to the task timeframe.,2026-05-05T08:13:50.221652+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_04_load_current_overload_check_run03.json,,The agent should correctly retrieve the recent sensor data and use the correct dates for analysis. It should also verify that the retrieved data is used correctly in the anomaly detection.,2026-05-05T08:13:51.719601+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,4,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_04_load_current_overload_check_run04.json,,Check data availability for the specified transformer and sensor before proceeding,2026-05-05T08:13:53.167564+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,5,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_04_load_current_overload_check_run05.json,,The agent should directly handle the 'no readings found' case instead of assuming hypothetical data.,2026-05-05T08:13:54.354303+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run02.json,,"The agent should have correctly diagnosed the fault mode using DGA results, matched it to a catalogue failure mechanism, and prioritized relevant sensors based on the failure mechanism's characteristics.",2026-05-05T08:13:37.014469+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run04.json,,The agent should have handled the 'Failure mode not found' error more robustly and provided a valid matching failure mechanism from the catalogue.,2026-05-05T08:13:39.444498+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run05.json,,"The agent failed to correctly match the diagnosed fault mode to the appropriate failure mechanism in the catalogue. The diagnosed fault mode was 'Thermal fault, t < 300 °C', but the agent matched it with 'Partial Discharge', which is inconsistent. The agent should have provided a clear rationale for the matching. Additionally, the prioritization of sensors for monitoring should be based on their relevance to the identified fault mode.",2026-05-05T08:13:41.024921+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,False,True,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run01.json,,"The agent should have retrieved the fault record for T-006 instead of T-001, and used the correct fault ID.",2026-05-05T08:14:55.392901+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,False,True,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run02.json,,"The agent should retrieve the correct fault record for T-006 instead of T-001, and ensure the transformer_id matches the task requirement.",2026-05-05T08:14:56.746026+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run03.json,,The agent should have retrieved the fault record for T-006 instead of T-001. Ensure correct transformer ID is used throughout the task.,2026-05-05T08:14:58.166511+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run04.json,,"The agent should retrieve the correct fault record for T-006 instead of T-001, and ensure the fault type matches the one retrieved.",2026-05-05T08:14:59.536108+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run05.json,,The agent incorrectly retrieved fault record for T-001 instead of T-006 and did not correctly follow the task instructions.,2026-05-05T08:15:01.232442+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,2,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_05_sensor_coverage_audit_run02.json,,"The agent should provide a complete list of asset metadata and sensor IDs, and accurately assess whether both electrical and thermal monitoring needs are covered based on the available sensors.",2026-05-05T08:13:56.926537+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,3,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_05_sensor_coverage_audit_run03.json,,"The agent should accurately list the transformer's metadata and installed sensors, and correctly assess whether both thermal and electrical monitoring needs are covered.",2026-05-05T08:13:58.782571+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,4,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_05_sensor_coverage_audit_run04.json,,The agent should correctly identify that both thermal and electrical monitoring needs are covered based on the retrieved sensor data.,2026-05-05T08:14:00.115523+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run01.json,,"The agent failed to complete the task as it did not provide the required information for T-005 and T-013, and the output was truncated. The data retrieval accuracy is also questionable as the get_sensor_readings calls returned empty results. The agent sequence is incorrect as it did not follow through with the required steps to complete the task.",2026-05-05T08:14:02.784888+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run02.json,,The agent should have provided a list of in-service transformer IDs and detailed sensor data for T-005 and T-013 as per the task requirements.,2026-05-05T08:14:04.634434+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run03.json,,"The agent failed to retrieve recent telemetry samples for the specified transformers and sensors, resulting in incomplete task completion and inaccurate data retrieval.",2026-05-05T08:14:06.174730+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run04.json,,"The agent failed to list all in-service transformer IDs and did not provide recent telemetry samples for all available sensor channels for T-005 and T-013. The information provided contains hallucinated data such as manufacturer, voltage class, and rating.",2026-05-05T08:14:07.598472+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run05.json,,"The agent should be modified to correctly retrieve and process the required data, and to verify the results.",2026-05-05T08:14:09.207443+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,4,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_07_iot_tsfm_anomaly_burst_run04.json,,Provide more detailed justification for the conclusion and verify the interpretation of the trend analysis results.,2026-05-05T08:14:33.850884+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_05_inspection_closeout_run01.json,,"The agent should correctly create a work order and retrieve its ID, then use this ID to update the work order status with the appropriate note.",2026-05-05T08:15:02.863264+00:00,v1
+true,,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15_broad,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-030,data/scenarios/multi_06_anomaly_to_rul_to_workorder.json,4,benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_06_anomaly_to_rul_to_workorder_run04.json,,Provide explicit justification for work order priority and scope based on RUL forecast,2026-05-05T08:14:27.940043+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over the list of sensors to retrieve their latest values.,2026-05-05T08:46:22.018572+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,manual_confirmed,confirmed,inter_agent_orchestration,tool_selection,"Used get_asset_metadata in place of per-sensor get_sensor_readings; only load_current_a came back populated, oil_temp_c / power_factor / voltages all reported '(no value provided)'.",reviewer:2026-05-07,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool.,2026-05-05T08:46:23.288754+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run03.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool.,2026-05-05T08:46:24.343768+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run04.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool.,2026-05-05T08:46:25.355183+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run05.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool.,2026-05-05T08:46:26.342827+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Provide more accurate failure mechanisms based on actual tool outputs and ensure justifications are grounded in retrieved data.,2026-05-05T08:46:07.744440+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Provide more accurate failure mechanisms based on actual sensor correlations and verify generalized results with more data.,2026-05-05T08:46:11.867769+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T08:46:12.906098+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run04.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T08:46:14.037918+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run05.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T08:46:15.226021+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,False,True,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run01.json,,Improve data retrieval accuracy by fixing the list_sensors tool error and ensure correct input validation. Review the agent sequence to ensure logical ordering of steps. Provide clearer justification for required skills in the final answer.,2026-05-05T08:47:16.480122+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run02.json,,Improve data retrieval accuracy by fixing tool argument validation errors and ensure correct dependencies between steps.,2026-05-05T08:47:18.028602+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run03.json,,Improve data retrieval accuracy by fixing the list_sensors tool error and ensure correct tool argument formatting.,2026-05-05T08:47:19.256687+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run04.json,,Improve data retrieval accuracy and ensure correct sequence of operations.,2026-05-05T08:47:20.636772+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,False,True,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run05.json,,Improve data retrieval accuracy and correct agent sequence; provide clearer justification for final answer.,2026-05-05T08:47:21.663800+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Review and correct tool usage and argument passing; ensure proper error handling and validate retrieved data,2026-05-05T08:46:43.624448+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,Review and correct tool usage and argument validation; ensure proper data retrieval and processing; verify results against expected outputs,2026-05-05T08:46:44.739871+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and review agent sequence for correct execution,2026-05-05T08:46:46.836417+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,"Improve data retrieval and processing, ensure correct sequence of operations, and verify results against expected outcomes",2026-05-05T08:46:47.834738+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve failure mode matching and sensor correlation logic,2026-05-05T08:46:16.864271+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve failure mode matching and sensor correlation logic,2026-05-05T08:46:18.936416+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve failure mode matching and sensor correlation logic,2026-05-05T08:46:19.944915+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve failure mode matching and sensor correlation logic,2026-05-05T08:46:20.907544+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve error handling for tool validation and fault record retrieval,2026-05-05T08:47:22.833589+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-05T08:47:24.006991+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for tool calls and ensure correct argument validation.,2026-05-05T08:47:25.257699+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve error handling for tool calls and ensure correct argument validation.,2026-05-05T08:47:26.338117+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve error handling for tool calls and ensure correct argument validation.,2026-05-05T08:47:27.591184+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run01.json,,"Improve error handling and validation for tool inputs, ensure complete data retrieval for all required sensor channels",2026-05-05T08:46:38.021860+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run02.json,,"Improve error handling and validation for tool calls, ensure complete data retrieval for all required steps",2026-05-05T08:46:39.243921+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run03.json,,"Improve error handling and validation for tool calls, ensure complete data retrieval for all required steps",2026-05-05T08:46:40.326431+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run04.json,,"Improve error handling and validation for tool inputs, ensure complete data retrieval for all required steps",2026-05-05T08:46:41.430129+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run05.json,,"Improve error handling and validation for tool calls, ensure complete data retrieval for all required steps",2026-05-05T08:46:42.557159+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run01.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T08:47:28.657347+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run02.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T08:47:29.724671+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run03.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T08:47:30.916554+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run04.json,,Improve error handling for work order updates and ensure work order is properly retrieved or persisted across sessions.,2026-05-05T08:47:31.947624+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run05.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T08:47:33.166128+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over the list of sensors to retrieve their latest values.,2026-05-05T08:13:20.873697+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over the list of sensors to retrieve their latest values.,2026-05-05T08:13:22.102192+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run03.json,,The agent failed to retrieve the latest values for all sensors and incorrectly executed the get_asset_metadata tool. It should have called get_sensor_readings for each sensor listed in step 1.,2026-05-05T08:13:23.421973+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run04.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over the list of sensors to retrieve their latest values.,2026-05-05T08:13:24.618634+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run05.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over the list of sensors to retrieve their latest values.,2026-05-05T08:13:25.920225+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Provide more accurate failure mechanisms based on actual sensor correlations and verify generalized results with more data.,2026-05-05T08:13:06.671059+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Provide more accurate failure mechanisms based on actual sensor correlations and known fault mappings.,2026-05-05T08:13:10.997741+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Improve grounding of failure mechanisms with actual sensor data and provide more specific justification for the identified failure modes.,2026-05-05T08:13:12.065537+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run04.json,,Improve grounding of failure mechanisms with more specific evidence from DGA data,2026-05-05T08:13:13.228865+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run05.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T08:13:14.402168+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,False,True,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run01.json,,Improve data retrieval accuracy and ensure correct sequence of operations.,2026-05-05T08:14:17.997198+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run02.json,,Improve data retrieval accuracy by fixing the list_sensors tool error and ensure correct tool argument formatting.,2026-05-05T08:14:19.152067+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run04.json,,Improve data retrieval accuracy and correct the agent sequence to ensure all steps are executed correctly and in the right order.,2026-05-05T08:14:21.373548+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,False,True,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run05.json,,Improve data retrieval accuracy and correct agent sequence; provide clearer justification for results.,2026-05-05T08:14:22.882833+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,"Improve data retrieval and processing for steps 1 and 2, and ensure correct sequence execution.",2026-05-05T08:13:43.306939+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-05T08:13:44.392412+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and ensure correct agent sequence,2026-05-05T08:13:45.467397+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and review agent sequence for correct execution,2026-05-05T08:13:46.459172+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-05T08:13:47.486787+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Check data retrieval for list_sensors and ensure correct execution; review agent sequence for logical flow and dependencies.,2026-05-05T08:13:49.662738+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,Check data retrieval for list_sensors and re-run dependent steps; verify DGA and thermal analysis integration logic,2026-05-05T08:13:50.876131+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run04.json,,Check data retrieval for list_sensors and re-evaluate sequence and results based on corrected data,2026-05-05T08:13:52.084284+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run05.json,,Check data retrieval for list_sensors and ensure correct execution; review agent sequence for logical flow and dependencies.,2026-05-05T08:13:53.287110+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-05T08:14:24.150449+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,"Improve error handling and validation for tool inputs, and ensure that work orders are properly tracked across sessions.",2026-05-05T08:14:25.523723+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-05T08:14:26.657622+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-05T08:14:27.684073+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve error handling for tool calls and ensure correct argument validation.,2026-05-05T08:14:28.787819+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run01.json,,"Improve error handling and input validation for iot tools, ensure correct usage of tool arguments",2026-05-05T08:13:37.632396+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run02.json,,Improve error handling for tool calls and ensure correct argument passing to tools.,2026-05-05T08:13:38.823688+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run03.json,,Improve error handling for tool calls and validate arguments before execution.,2026-05-05T08:13:40.027500+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run04.json,,Improve error handling for tool calls and validate arguments before execution.,2026-05-05T08:13:41.080288+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run05.json,,Improve error handling for tool calls and validate arguments before execution.,2026-05-05T08:13:42.150506+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_07_iot_tsfm_anomaly_burst_run04.json,,Ensure anomaly detection is executed with valid parameters and re-evaluate task completion based on both anomaly detection and trend analysis results.,2026-05-05T08:14:03.769175+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_07_iot_tsfm_anomaly_burst_run05.json,,Ensure anomaly detection is executed successfully by providing required arguments,2026-05-05T08:14:05.037881+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run01.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T08:14:29.813799+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run02.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T08:14:31.015346+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run03.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T08:14:32.183693+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run04.json,,Improve work order retrieval and update logic,2026-05-05T08:14:33.355481+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15_broad,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run05.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T08:14:34.555092+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest values for all sensors and incorrectly executed the get_asset_metadata tool. It should have retrieved values for all sensors and correctly used the tool arguments.,2026-05-05T08:14:58.589313+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest values for all sensors and incorrectly executed the get_asset_metadata tool. It should have retrieved the latest values for all sensors and correctly used the get_asset_metadata tool.,2026-05-05T08:15:00.337819+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run03.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool. It should have iterated through all sensors to get their latest values and corrected the tool arguments for get_asset_metadata.,2026-05-05T08:15:02.246089+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run04.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool. It should have iterated through all sensors to get their latest values and corrected the tool arguments for get_asset_metadata.,2026-05-05T08:15:03.987297+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run05.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool. It should have iterated through each sensor to get the latest readings.,2026-05-05T08:15:05.529876+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,The agent should provide more accurate and detailed failure mechanisms based on the DGA analysis and improve justification for the identified fault mode.,2026-05-05T08:14:40.514411+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T08:14:45.483350+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,The agent failed to provide the top two candidate failure mechanisms as requested. Improve the get_sensor_correlation tool to return multiple failure mechanisms.,2026-05-05T08:14:47.008522+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run04.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T08:14:48.851565+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run05.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the retrieved data.,2026-05-05T08:14:50.488677+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run01.json,,Improve data retrieval and processing steps to avoid validation errors and ensure accurate results.,2026-05-05T08:16:06.658556+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run02.json,,Improve data retrieval accuracy and verify results; correct agent sequence and provide clearer justifications.,2026-05-05T08:16:07.901572+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run03.json,,Improve tool argument validation and handling of errors,2026-05-05T08:16:09.352644+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run04.json,,Improve tool argument validation and handling of errors in list_sensors and create_work_order steps,2026-05-05T08:16:10.647647+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run05.json,,Improve data retrieval accuracy and verify results; correct agent sequence and provide clearer justification.,2026-05-05T08:16:11.804955+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy by validating tool arguments and handling missing data; verify results through additional checks; simplify and correct the agent's workflow; provide clearer justifications for conclusions drawn,2026-05-05T08:15:27.558842+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy by validating tool arguments and handling missing data; verify results through additional checks; optimize agent sequence to avoid redundant steps; enhance clarity by providing detailed justifications for conclusions,2026-05-05T08:15:29.128042+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval and verification processes,2026-05-05T08:15:30.564090+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,Review and adjust the plan to ensure that all required arguments are provided for each step and verify the accuracy of retrieved data.,2026-05-05T08:15:31.719807+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Review and correct the agent's workflow to ensure accurate data retrieval and proper sequencing of steps. Verify the results against known data and expected outcomes.,2026-05-05T08:15:33.111783+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve input validation and error handling for tool calls,2026-05-05T08:16:13.153485+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for tool calls and ensure correct input validation,2026-05-05T08:16:14.294608+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for tool calls and ensure correct input validation,2026-05-05T08:16:15.487853+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve error handling for tool calls and ensure correct input validation,2026-05-05T08:16:17.045867+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve error handling for tool calls and ensure correct input validation,2026-05-05T08:16:18.255278+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run01.json,,"Improve tool usage and error handling, ensure correct input parameters and handle missing data",2026-05-05T08:15:19.639911+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run02.json,,The agent failed to complete the task as it did not provide a comparative read of operational state between T-005 and T-013. The data retrieval was inaccurate as recent telemetry samples were not available for most channels. The agent sequence was incorrect due to validation errors and incorrect tool usage. The final answer lacked clarity and justification.,2026-05-05T08:15:21.590823+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run03.json,,"Improve data retrieval for sensor channels and telemetry samples, and ensure correct sequence of operations.",2026-05-05T08:15:23.438164+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run04.json,,Improve data retrieval and handling for sensor channels and telemetry samples,2026-05-05T08:15:24.790474+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run05.json,,Improve data retrieval and handling of missing or unavailable data,2026-05-05T08:15:26.279639+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run01.json,,Improve work order retrieval and update logic to avoid 'not found' errors.,2026-05-05T08:16:19.494747+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run02.json,,Improve error handling for work order retrieval and update operations,2026-05-05T08:16:20.751112+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run03.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T08:16:22.110388+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run04.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T08:16:23.510445+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run05.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T08:16:24.667292+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over the list of sensors to get their latest readings.,2026-05-05T08:14:58.075603+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool.,2026-05-05T08:14:59.639309+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run03.json,,The agent failed to retrieve the latest values for all sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over the list of sensors to get their latest readings.,2026-05-05T08:15:00.855256+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run04.json,,The agent should correctly execute the get_sensor_readings tool for all sensors and handle errors in get_asset_metadata tool call.,2026-05-05T08:15:02.373216+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run05.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool.,2026-05-05T08:15:03.747259+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T08:14:40.832827+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T08:14:45.463909+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T08:14:46.927087+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run04.json,,Improve grounding of failure mechanisms and provide more specific correlation evidence.,2026-05-05T08:14:48.138657+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run05.json,,The agent should provide more accurate and detailed failure mechanisms based on the DGA data and verify the results against known fault patterns.,2026-05-05T08:14:49.470524+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run01.json,,Improve data retrieval accuracy and verify results; optimize agent sequence and provide clearer justifications.,2026-05-05T08:15:59.681898+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run02.json,,Improve data retrieval accuracy and verify results; correct agent sequence and provide clearer justifications.,2026-05-05T08:16:01.133275+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run03.json,,Improve data retrieval accuracy and verify results; correct agent sequence and provide clearer justifications.,2026-05-05T08:16:02.491625+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run04.json,,Improve tool argument validation and handling of errors,2026-05-05T08:16:03.713353+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run05.json,,Improve tool argument validation and handling of errors,2026-05-05T08:16:04.855980+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T08:15:25.943036+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T08:15:27.152207+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,Replan and adjust steps to handle missing or incorrect arguments and ensure correct dependencies between steps,2026-05-05T08:15:28.229053+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T08:15:29.711600+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-05T08:14:51.121120+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve error handling for failure mode identification and ensure correct catalogue matching,2026-05-05T08:14:52.808809+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-05T08:14:54.215280+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-05T08:14:55.729768+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,manual_confirmed,confirmed,inter_agent_orchestration,tool_execution,Tool calls extracted as the literal asset description string 'Power Transformer T-014' — planner emitted wrong arg shape; sequence broke before failure-mode lookup completed cleanly.,reviewer:2026-05-07,0.5,False,0.6,True,True,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-05T08:14:56.804568+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve input validation and handling for list_fault_records and estimate_downtime tools,2026-05-05T08:16:06.012333+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve data retrieval for specific transformer IDs and validate work order creation and updates.,2026-05-05T08:16:07.089463+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve data retrieval for correct transformer ID and fault details; validate work order creation and status update processes.,2026-05-05T08:16:08.315130+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve data retrieval for correct transformer ID and fault details; validate work order creation and status update processes.,2026-05-05T08:16:09.599547+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve input validation and handling for list_fault_records and get_fault_record tools to ensure correct transformer_id is used.,2026-05-05T08:16:10.805994+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run01.json,,The agent failed to correctly list the available sensor channels and retrieve recent telemetry samples for both the healthy and degraded units.,2026-05-05T08:15:17.423221+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run02.json,,Improve data retrieval and handling of missing samples,2026-05-05T08:15:18.606316+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run03.json,,"The agent failed to provide complete and accurate data for the task, and the final answer contained multiple instances of '(no recent sample available)' which were not supported by the provided trajectory. The agent also did not follow the expected sequence correctly and did not provide a comparative read of operational state between the healthy and degraded units.",2026-05-05T08:15:19.816678+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run04.json,,The agent should improve data retrieval and grounding to avoid hallucinations and provide more accurate results.,2026-05-05T08:15:21.486349+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run05.json,,"The agent failed to complete the task as it did not provide a comparative read of operational state between the healthy and degraded units, and most sensor channels lacked recent telemetry samples. The agent also hallucinated data for sensor channels and telemetry samples.",2026-05-05T08:15:22.871016+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run01.json,,Improve error handling for work order retrieval and update,2026-05-05T08:16:12.652855+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run02.json,,Improve work order management by ensuring created work orders are accessible in the same session for updates.,2026-05-05T08:16:13.716055+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run03.json,,Improve work order retrieval and update logic,2026-05-05T08:16:15.201306+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run04.json,,Improve error handling for work order retrieval and update,2026-05-05T08:16:16.333731+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15_broad,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run05.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T08:16:17.749556+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,1,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_02_voltage_imbalance_check_run01.json,,Handle missing data by either retrieving available data or providing a clear message indicating that the task cannot be completed due to lack of data.,2026-05-05T10:08:18.938776+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,2,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_02_voltage_imbalance_check_run02.json,,The agent should be able to retrieve the correct sensor data and perform the required analysis.,2026-05-05T10:08:20.262306+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,4,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_02_voltage_imbalance_check_run04.json,,Implement a fallback or alternative data source when initial data retrieval fails.,2026-05-05T10:08:22.791562+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,5,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_02_voltage_imbalance_check_run05.json,,Ensure the agent can handle missing data by either providing a default response or escalating the issue appropriately.,2026-05-05T10:08:24.145778+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,True,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,4,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_02_hydrogen_spike_root_cause_run04.json,,The agent should directly use the results from the tool calls to justify the root cause class and provide a relevant confirmatory measurement.,2026-05-05T10:07:56.199797+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,5,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_02_hydrogen_spike_root_cause_run05.json,,The agent should directly use available tools to search for relevant failure modes and provide a concrete answer instead of explaining the process.,2026-05-05T10:07:57.643699+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,1,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_02_corrective_order_after_fault_run01.json,,"Provide a clear rationale for priority decisions and ensure task completion by generating a single, appropriate work order.",2026-05-05T10:09:07.074992+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,2,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_02_corrective_order_after_fault_run02.json,,The agent should have first assessed the safety risk of the fault indicators on transformer T-017 before creating a work order. It should use valid priority levels and provide a clear justification for the chosen priority.,2026-05-05T10:09:08.371840+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,3,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_02_corrective_order_after_fault_run03.json,,The agent failed to assess safety risk and justify priority; provide valid numerical values for estimated_downtime_hours and consider fault_type.,2026-05-05T10:09:09.942489+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,4,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_02_corrective_order_after_fault_run04.json,,Provide a clear risk assessment for the transformer fault and justify the priority level chosen for the work order.,2026-05-05T10:09:11.293731+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,5,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_02_corrective_order_after_fault_run05.json,,Improve task completion by ensuring the work order is created with the correct priority and includes a detailed justification for the chosen priority level.,2026-05-05T10:09:12.592449+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,2,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_03_fleet_health_overview_run02.json,,"The agent should rank or flag the units most in need of follow-up based on their RUL or other relevant criteria, and provide a clear justification for the prioritization.",2026-05-05T10:08:26.664120+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-013,data/scenarios/fmsr_03_symptom_to_sensor_correlation.json,1,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_03_symptom_to_sensor_correlation_run01.json,,"The agent should identify the failure mode matching the symptom, provide a rationale for the match, and list the most relevant sensor readings based on the retrieved data.",2026-05-05T10:07:58.824401+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-013,data/scenarios/fmsr_03_symptom_to_sensor_correlation.json,4,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_03_symptom_to_sensor_correlation_run04.json,,"The agent should explicitly state the failure mode and provide a rationale for matching the symptom, and list the specific sensor readings most useful for confirming and tracking the failure mode's progression.",2026-05-05T10:08:03.045732+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-013,data/scenarios/fmsr_03_symptom_to_sensor_correlation.json,5,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_03_symptom_to_sensor_correlation_run05.json,,"The agent should directly use the key gases (H2, CH4) from the failure mode data instead of listing all available sensors. Improve justification by citing specific failure mode characteristics.",2026-05-05T10:08:04.354249+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-015,data/scenarios/tsfm_03_winding_temp_trend.json,1,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_tsfm_03_winding_temp_trend_run01.json,,The agent should have provided a clear trend analysis result instead of stating data sufficiency.,2026-05-05T10:08:49.274991+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-015,data/scenarios/tsfm_03_winding_temp_trend.json,4,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_tsfm_03_winding_temp_trend_run04.json,,The agent failed to provide a valid trend analysis and did not adjust its approach despite repeated errors.,2026-05-05T10:08:52.560347+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-015,data/scenarios/tsfm_03_winding_temp_trend.json,5,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_tsfm_03_winding_temp_trend_run05.json,,Improve data retrieval by handling datetime comparisons and ensure sufficient readings for trend analysis.,2026-05-05T10:08:53.768287+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-016,data/scenarios/tsfm_04_rul_anomaly_full_assessment.json,3,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_tsfm_04_rul_anomaly_full_assessment_run03.json,,The agent should have checked all available sensors for anomalies and provided a comprehensive analysis before making a recommendation.,2026-05-05T10:08:57.323087+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-017,data/scenarios/wo_03_fault_history_review.json,1,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_03_fault_history_review_run01.json,,The agent should have provided a summary of recent fault records and a clear statement on whether any item requires escalation with justification.,2026-05-05T10:09:13.972347+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-017,data/scenarios/wo_03_fault_history_review.json,3,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_03_fault_history_review_run03.json,,The agent should have reviewed and reported recent fault history and provided justification for not escalating any issues before the maintenance window.,2026-05-05T10:09:16.292082+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-017,data/scenarios/wo_03_fault_history_review.json,4,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_03_fault_history_review_run04.json,,The agent should have reviewed and reported recent fault records and provided a summary of open work orders before concluding on priority escalation.,2026-05-05T10:09:17.593431+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-017,data/scenarios/wo_03_fault_history_review.json,5,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_03_fault_history_review_run05.json,,Agent did not provide any response or trajectory for the task,2026-05-05T10:09:18.953383+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,1,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_03_iot_tsfm_thermal_risk_run01.json,,Improve data retrieval by handling empty sensor readings and enhance trend analysis for more accurate risk assessment.,2026-05-05T10:08:31.799603+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,2,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_03_iot_tsfm_thermal_risk_run02.json,,"The agent should have retrieved and analyzed recent telemetry data for T-004, identified thermal trends, and provided a clear risk assessment based on actual sensor readings rather than relying on a potentially inaccurate RUL forecast.",2026-05-05T10:08:32.968577+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,3,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_03_iot_tsfm_thermal_risk_run03.json,,"Provide a clear plan and follow it, ensure all required information is retrieved and analyzed, and verify results against expected outcomes.",2026-05-05T10:08:34.323183+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,4,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_03_iot_tsfm_thermal_risk_run04.json,,Improve data retrieval and handling of empty results; sequence tool calls more effectively,2026-05-05T10:08:35.698971+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,5,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_03_iot_tsfm_thermal_risk_run05.json,,"The agent should have retrieved and analyzed recent telemetry data, identified thermal trends, and flagged anomalies before providing a risk assessment.",2026-05-05T10:08:36.815265+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,1,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_05_dga_record_lookup_explain_run01.json,,The agent should have used the failure mode catalogue tool to verify the correct failure mode and provide its severity tier and recommended action.,2026-05-05T10:08:05.890392+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,3,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_05_dga_record_lookup_explain_run03.json,,The agent should verify the retrieved data against the failure mode catalogue and provide explicit severity tier and recommended action.,2026-05-05T10:08:08.400781+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,5,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_05_dga_record_lookup_explain_run05.json,,The agent should have directly used the output from the analyze_dga tool to identify the failure mode instead of searching for a new failure mode. It should also have used the search_failure_modes tool more effectively by matching the actual gas signature to the key gases in the failure mode catalogue.,2026-05-05T10:08:10.819390+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,1,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_06_severity_filtered_failure_review_run01.json,,Filter failure modes based on severity before presenting the final answer,2026-05-05T10:08:12.854146+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,2,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_06_severity_filtered_failure_review_run02.json,,Improve filtering of failure modes by severity and ensure accurate retrieval of relevant data.,2026-05-05T10:08:14.077705+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,3,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_06_severity_filtered_failure_review_run03.json,,The agent did not actually retrieve or process the data; it only described what the function call would do.,2026-05-05T10:08:15.414904+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,4,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_06_severity_filtered_failure_review_run04.json,,The agent should directly list the required failure modes and their maintenance actions instead of just describing the output.,2026-05-05T10:08:16.579036+00:00,v1
+true,,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-026,data/scenarios/tsfm_06_rul_current_vs_forecast.json,3,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_tsfm_06_rul_current_vs_forecast_run03.json,,The agent should correctly interpret the comparison between current and forecasted RUL to support or argue against deferring replacement.,2026-05-05T10:09:03.539611+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,1,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_06_planned_outage_downtime_estimate_run01.json,,The agent should have first retrieved and analyzed the recent fault history of T-018 before estimating downtime. It should have provided a summary of the fault record and identified the dominant fault class or repair pattern to justify the downtime estimate.,2026-05-05T10:09:20.051538+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,4,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_06_planned_outage_downtime_estimate_run04.json,,The agent should first retrieve the recent fault history for T-018 before making any estimates or assumptions.,2026-05-05T10:09:24.196924+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct,core16_extension,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,5,benchmarks/cell_A_direct/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_06_planned_outage_downtime_estimate_run05.json,,The agent should first review the recent fault history to characterize the typical event class for T-018 before estimating downtime.,2026-05-05T10:09:25.292635+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,1,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_02_voltage_imbalance_check_run01.json,,Implement error handling for missing data and provide a more informative response.,2026-05-05T16:26:49.958389+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,3,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_02_voltage_imbalance_check_run03.json,,Check if the correct sensor id is being used and if data exists for transformer T-014,2026-05-05T16:26:52.197604+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_02_voltage_imbalance_check_run04.json,,Check if the transformer ID and sensor ID are correct and if data exists for the specified time range.,2026-05-05T16:26:53.381638+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,5,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_02_voltage_imbalance_check_run05.json,,Provide a fallback or alternative data source when primary data is unavailable.,2026-05-05T16:26:54.459898+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_02_hydrogen_spike_root_cause_run04.json,,Use a more systematic approach to determine the root cause class and provide a clear confirmatory measurement.,2026-05-05T16:26:27.377552+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,1,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_02_corrective_order_after_fault_run01.json,,Improve task completion by ensuring the work order priority is correctly determined based on safety risk assessment and provide clear justification for the chosen priority.,2026-05-05T16:27:38.112423+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,2,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_02_corrective_order_after_fault_run02.json,,Improve priority decision logic and provide clear justification for the chosen priority in the work order notes.,2026-05-05T16:27:39.398644+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,3,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_02_corrective_order_after_fault_run03.json,,"The agent should assess the safety risk of the fault indicators on transformer T-017 before creating a work order, and justify the chosen priority level.",2026-05-05T16:27:40.580897+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_02_corrective_order_after_fault_run04.json,,Improve risk assessment integration and standardize priority levels,2026-05-05T16:27:41.773242+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,5,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_02_corrective_order_after_fault_run05.json,,Implement conditional logic for priority based on safety risk level and provide complete work order description,2026-05-05T16:27:42.805616+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,1,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_03_fleet_health_overview_run01.json,,The agent should have used the retrieved metadata to directly summarize the units requiring prioritized attention instead of suggesting further tool calls without executing them.,2026-05-05T16:26:55.544395+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_03_fleet_health_overview_run04.json,,The agent should have retrieved nameplate data for all degraded transformers and ranked them based on their health status and RUL days.,2026-05-05T16:26:59.281539+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,5,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_03_fleet_health_overview_run05.json,,The agent failed to retrieve sensor readings and analyze data for all transformers; it only analyzed one transformer and made assumptions about its condition without sufficient data.,2026-05-05T16:27:00.650181+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-013,data/scenarios/fmsr_03_symptom_to_sensor_correlation.json,2,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_03_symptom_to_sensor_correlation_run02.json,,The agent should have verified the existence of sensor readings before providing a final answer and should have provided a rationale for matching the failure mode to the symptom.,2026-05-05T16:26:30.773116+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-013,data/scenarios/fmsr_03_symptom_to_sensor_correlation.json,3,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_03_symptom_to_sensor_correlation_run03.json,,The agent should correctly identify the failure mode matching the symptom and provide relevant sensor data. It should not repeatedly call the same tool with the same arguments.,2026-05-05T16:26:32.099414+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-013,data/scenarios/fmsr_03_symptom_to_sensor_correlation.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_03_symptom_to_sensor_correlation_run04.json,,Provide explicit rationale for matching failure mode to symptom and justify sensor selection based on retrieved data,2026-05-05T16:26:33.391359+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-013,data/scenarios/fmsr_03_symptom_to_sensor_correlation.json,5,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_03_symptom_to_sensor_correlation_run05.json,,The agent incorrectly identified the failure mode for intermittent partial discharge symptoms. It should have identified a partial discharge-related failure mode instead of Thermal Fault 300-700°C (FM-003). The agent should also justify why the listed sensor readings are relevant to the identified failure mode.,2026-05-05T16:26:34.781223+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-015,data/scenarios/tsfm_03_winding_temp_trend.json,1,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_03_winding_temp_trend_run01.json,,Check data availability and adjust time window for trend analysis,2026-05-05T16:27:20.497197+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-015,data/scenarios/tsfm_03_winding_temp_trend.json,3,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_03_winding_temp_trend_run03.json,,Improve data retrieval and trend analysis handling for edge cases,2026-05-05T16:27:22.402932+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-015,data/scenarios/tsfm_03_winding_temp_trend.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_03_winding_temp_trend_run04.json,,Improve data retrieval and trend analysis capabilities to handle edge cases like insufficient data.,2026-05-05T16:27:23.482718+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-015,data/scenarios/tsfm_03_winding_temp_trend.json,5,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_03_winding_temp_trend_run05.json,,Check data availability for the specified time range and adjust the window or range accordingly.,2026-05-05T16:27:24.801539+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-016,data/scenarios/tsfm_04_rul_anomaly_full_assessment.json,2,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_04_rul_anomaly_full_assessment_run02.json,,"The agent should check all available sensors for anomalies, not just one, and provide a clear go/no-go recommendation considering the no-spare constraint.",2026-05-05T16:27:27.252013+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,True,True,False,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-016,data/scenarios/tsfm_04_rul_anomaly_full_assessment.json,5,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_04_rul_anomaly_full_assessment_run05.json,,The agent should have checked all available sensors for anomalies and provided a comprehensive justification for its recommendation.,2026-05-05T16:27:31.187210+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-017,data/scenarios/wo_03_fault_history_review.json,1,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_03_fault_history_review_run01.json,,The agent should have listed the recent fault records and provided a summary of open work orders before stating whether any item requires escalation.,2026-05-05T16:27:43.941954+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-017,data/scenarios/wo_03_fault_history_review.json,2,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_03_fault_history_review_run02.json,,"The agent should have provided a summary of the fault record and work orders, and justified its conclusion about escalation.",2026-05-05T16:27:45.180715+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-017,data/scenarios/wo_03_fault_history_review.json,3,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_03_fault_history_review_run03.json,,The agent should directly list the recent fault records and clearly state whether any item requires escalation with a brief justification.,2026-05-05T16:27:46.468141+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-017,data/scenarios/wo_03_fault_history_review.json,5,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_03_fault_history_review_run05.json,,Provide a clear list of recent fault records and summarize open work orders with specific details to justify the recommendation.,2026-05-05T16:27:48.821513+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,1,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_03_iot_tsfm_thermal_risk_run01.json,,Provide a clear summary of all relevant sensor data and a risk assessment for the next 90 days.,2026-05-05T16:27:02.128878+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,2,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_03_iot_tsfm_thermal_risk_run02.json,,"The agent should be modified to retrieve data for all relevant sensors and provide a comprehensive analysis of the transformer's condition, including a 90-day operational risk assessment.",2026-05-05T16:27:03.229993+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,3,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_03_iot_tsfm_thermal_risk_run03.json,,Agent failed to provide any response or analysis for the given task,2026-05-05T16:27:04.664309+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_03_iot_tsfm_thermal_risk_run04.json,,"The agent should have retrieved and analyzed recent telemetry data for all available sensors, not just winding temperature, and provided a more detailed analysis of the thermal trend and its implications.",2026-05-05T16:27:05.731637+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,5,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_03_iot_tsfm_thermal_risk_run05.json,,"Provide a clear plan and sequence of tool calls to achieve the task, and verify results against expected ranges and trends.",2026-05-05T16:27:07.228093+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,2,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_04_protection_trip_dga_response_run02.json,,Improve the agent's ability to verify results against the task requirements and ensure the sequence of actions is correct and justifiable.,2026-05-05T16:27:09.553115+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_04_protection_trip_dga_response_run04.json,,The agent failed to correctly identify and analyze the fault history for T-016 and did not properly justify the priority level of the work order.,2026-05-05T16:27:11.984563+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,2,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_05_dga_record_lookup_explain_run02.json,,Improve the agent's ability to correctly interpret and apply the results from the 'analyze_dga' tool and properly utilize the 'search_failure_modes' tool to find a matching failure mode from the catalogue.,2026-05-05T16:26:37.820484+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,3,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_05_dga_record_lookup_explain_run03.json,,Improve task completion by correctly matching gas signature to failure mode in catalogue,2026-05-05T16:26:39.601330+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,manual_confirmed,evidence_thin,,,Sequence is reasonable (get_dga_record -> analyze_dga -> search_failure_modes); judge cites general 'improve matching' without naming a specific sequencing or grounding break.,reviewer:2026-05-07,0.5,False,0.6,True,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_05_dga_record_lookup_explain_run04.json,,Improve the agent's analysis and matching of failure modes to gas signatures.,2026-05-05T16:26:40.714234+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,5,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_05_dga_record_lookup_explain_run05.json,,The agent should have used the list_failure_modes function to identify the matching failure mode and provided a complete answer.,2026-05-05T16:26:42.114806+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,1,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_06_severity_filtered_failure_review_run01.json,,The agent failed to retrieve relevant data and provide a meaningful answer. It should have used the search_failure_modes tool effectively to fetch the required failure modes and their maintenance actions.,2026-05-05T16:26:43.329657+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,2,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_06_severity_filtered_failure_review_run02.json,,The agent should filter the failure modes based on severity and directly present the required information in a clear and structured format.,2026-05-05T16:26:44.797883+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,3,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_06_severity_filtered_failure_review_run03.json,,Filter failure modes by severity before presenting the results,2026-05-05T16:26:46.078146+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_06_severity_filtered_failure_review_run04.json,,The agent failed to execute the task and returned an ungrounded statement instead of the required list of failure modes and maintenance actions.,2026-05-05T16:26:47.142754+00:00,v1
+true,,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-026,data/scenarios/tsfm_06_rul_current_vs_forecast.json,2,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_06_rul_current_vs_forecast_run02.json,,Provide a clear justification for the recommendation based on the data retrieved.,2026-05-05T16:27:33.590203+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-026,data/scenarios/tsfm_06_rul_current_vs_forecast.json,3,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_06_rul_current_vs_forecast_run03.json,,"The agent should correctly compare the current RUL and the forecasted RUL, and provide a valid justification for the recommendation.",2026-05-05T16:27:34.709466+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,manual_confirmed,relabel_suggested,inter_agent_orchestration,tool_selection,forecast_rul called before get_rul (need current RUL first to anchor the comparison); auto-label flagged verification but the actual primary failure is the inverted sequence.,reviewer:2026-05-07,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-026,data/scenarios/tsfm_06_rul_current_vs_forecast.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_06_rul_current_vs_forecast_run04.json,,Provide a clear comparison of the RUL values and directly tie the recommendation to the change in RUL.,2026-05-05T16:27:36.056222+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,1,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_06_planned_outage_downtime_estimate_run01.json,,The agent should first retrieve the recent fault history for T-018 before estimating downtime.,2026-05-05T16:27:50.250923+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,2,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_06_planned_outage_downtime_estimate_run02.json,,The agent should first retrieve and analyze the recent fault history for T-018 before estimating downtime.,2026-05-05T16:27:51.224584+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,3,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_06_planned_outage_downtime_estimate_run03.json,,The agent failed to follow the task instructions and did not provide a clear summary of the recent fault record entries for T-018 or identify the dominant fault class or repair pattern. The agent also did not report a downtime estimate with justified assumptions based on the history.,2026-05-05T16:27:52.552507+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_06_planned_outage_downtime_estimate_run04.json,,The agent failed to directly retrieve relevant fault records for T-018 and instead provided a hypothetical example. It also didn't follow through with the correct sequence of operations to estimate downtime based on actual data.,2026-05-05T16:27:54.069843+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,5,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_06_planned_outage_downtime_estimate_run05.json,,The agent should first retrieve and analyze the recent fault history for T-018 before estimating downtime.,2026-05-05T16:27:55.347311+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core16_extension,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-029,data/scenarios/multi_05_dga_to_inspection_workorder.json,4,benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_05_dga_to_inspection_workorder_run04.json,,"The agent should verify the failure mode and its severity before creating a work order, and provide clear justification for the priority and scope of the work order.",2026-05-05T16:27:17.913830+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,True,True,False,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,4,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_aob_fmsr_01_list_failure_modes_run04.json,,The agent should directly format the retrieved data into the required answer format instead of providing an unnecessary explanation.,2026-05-05T16:28:03.181759+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,1,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_02_voltage_imbalance_check_run01.json,,Implement a fallback or alternative data retrieval method when initial query returns no data.,2026-05-05T16:28:31.651992+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,3,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_02_voltage_imbalance_check_run03.json,,Check if the correct sensor id is being used and if data exists for the specified transformer and sensor.,2026-05-05T16:28:34.318921+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,4,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_02_voltage_imbalance_check_run04.json,,Check if the transformer and sensor IDs are correct and if data exists for the specified time range.,2026-05-05T16:28:35.678614+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,5,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_02_voltage_imbalance_check_run05.json,,Check if the correct sensor id is being used for voltage telemetry.,2026-05-05T16:28:36.965818+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,1,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_02_corrective_order_after_fault_run01.json,,The agent should directly assess the safety risk and generate a single work order with the appropriate priority and justification.,2026-05-05T16:29:20.792202+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,2,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_02_corrective_order_after_fault_run02.json,,The agent should assess the safety risk of the fault indicators and generate a work order with the appropriate priority and justification.,2026-05-05T16:29:22.101994+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,3,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_02_corrective_order_after_fault_run03.json,,Re-evaluate priority handling and provide clear justification for chosen priority level.,2026-05-05T16:29:23.364377+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,4,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_02_corrective_order_after_fault_run04.json,,Provide clear rationale for priority decision and ensure correct priority is used according to defined categories.,2026-05-05T16:29:24.461285+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,5,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_02_corrective_order_after_fault_run05.json,,"Provide a clear plan and sequence of actions, ensure tool calls are properly utilized and results are accurately retrieved and used.",2026-05-05T16:29:25.652398+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,1,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_03_fleet_health_overview_run01.json,,The agent should have retrieved sensor data for each transformer and provided a clear summary of the units requiring prioritized attention based on actual sensor readings.,2026-05-05T16:28:38.114306+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,4,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_03_fleet_health_overview_run04.json,,The agent should have retrieved nameplate data for all degraded transformers and ranked them based on their RUL days. The agent should also have provided a clear justification for the prioritization.,2026-05-05T16:28:41.887441+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,5,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_03_fleet_health_overview_run05.json,,"The agent failed to retrieve sensor readings and analyze data for all transformers, and made unjustified claims about transformer health.",2026-05-05T16:28:43.602971+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-013,data/scenarios/fmsr_03_symptom_to_sensor_correlation.json,2,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_03_symptom_to_sensor_correlation_run02.json,,The agent failed to identify the correct failure mode and provide relevant sensor data. It should have used available tools to verify the existence of sensor readings before providing a final answer.,2026-05-05T16:28:12.807239+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-013,data/scenarios/fmsr_03_symptom_to_sensor_correlation.json,3,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_03_symptom_to_sensor_correlation_run03.json,,The agent incorrectly identified the failure mode for intermittent partial discharge symptoms and failed to justify the match rationale. It also did not correctly correlate the sensor readings with the identified failure mode.,2026-05-05T16:28:14.125917+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,manual_confirmed,confirmed,inter_agent_orchestration,tool_selection,get_sensor_correlation(FM-004) called before search_failure_modes; agent later finds FM-001 but doesn't re-correlate against it; sequencing inverted.,reviewer:2026-05-07,0.3333,False,0.6,True,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-013,data/scenarios/fmsr_03_symptom_to_sensor_correlation.json,4,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_03_symptom_to_sensor_correlation_run04.json,,Improve the agent's ability to verify results against known correlations between failure modes and sensor readings.,2026-05-05T16:28:15.457359+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-013,data/scenarios/fmsr_03_symptom_to_sensor_correlation.json,5,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_03_symptom_to_sensor_correlation_run05.json,,The agent incorrectly identified the failure mode for intermittent partial discharge symptoms. It should have used a more relevant failure mode related to partial discharge instead of Thermal Fault 300-700°C (FM-003). The agent should also justify why the listed sensor readings are relevant to the identified failure mode.,2026-05-05T16:28:16.579114+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-015,data/scenarios/tsfm_03_winding_temp_trend.json,1,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_tsfm_03_winding_temp_trend_run01.json,,Consider adjusting the date range or checking data availability before performing trend analysis.,2026-05-05T16:29:02.742593+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-015,data/scenarios/tsfm_03_winding_temp_trend.json,2,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_tsfm_03_winding_temp_trend_run02.json,,Improve data retrieval to handle cases with insufficient data and provide a more robust analysis or fallback.,2026-05-05T16:29:03.840424+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-015,data/scenarios/tsfm_03_winding_temp_trend.json,4,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_tsfm_03_winding_temp_trend_run04.json,,The agent should handle the error by either retrieving more data or providing a meaningful alternative analysis.,2026-05-05T16:29:06.077737+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-015,data/scenarios/tsfm_03_winding_temp_trend.json,5,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_tsfm_03_winding_temp_trend_run05.json,,Improve task completion by handling cases with insufficient data and providing alternative analysis or recommendations.,2026-05-05T16:29:07.172224+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-016,data/scenarios/tsfm_04_rul_anomaly_full_assessment.json,2,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_tsfm_04_rul_anomaly_full_assessment_run02.json,,The agent should have used the retrieved RUL estimate and anomaly detection results to provide a clear go/no-go recommendation for the 90-day operating window.,2026-05-05T16:29:09.489406+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-016,data/scenarios/tsfm_04_rul_anomaly_full_assessment.json,5,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_tsfm_04_rul_anomaly_full_assessment_run05.json,,"The agent should have checked all available sensors for anomalies, not just 'load_current_a'. It should also have provided a more detailed justification for its recommendation, considering the no-spare constraint and other relevant factors.",2026-05-05T16:29:13.639957+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-017,data/scenarios/wo_03_fault_history_review.json,1,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_03_fault_history_review_run01.json,,The agent should have reviewed and reported recent fault records and provided a more detailed justification for the escalation decision.,2026-05-05T16:29:26.953387+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-017,data/scenarios/wo_03_fault_history_review.json,2,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_03_fault_history_review_run02.json,,The agent should list recent fault records and summarize open work orders before stating whether any item requires escalation.,2026-05-05T16:29:28.289018+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-017,data/scenarios/wo_03_fault_history_review.json,3,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_03_fault_history_review_run03.json,,The agent failed to list recent fault records and summarize open work orders as required. It also made incorrect assumptions about the next scheduled maintenance cycle without retrieving relevant data.,2026-05-05T16:29:29.501461+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-017,data/scenarios/wo_03_fault_history_review.json,5,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_03_fault_history_review_run05.json,,The agent failed to list recent fault records and summarize open work orders as required. It also did not provide a brief justification for its conclusion.,2026-05-05T16:29:32.259210+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,1,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_03_iot_tsfm_thermal_risk_run01.json,,Provide a clear summary of recent telemetry for all relevant sensors and assess the thermal trend direction and rate.,2026-05-05T16:28:44.889362+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,2,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_03_iot_tsfm_thermal_risk_run02.json,,"The agent should provide a comprehensive analysis of available sensors, summarize relevant IoT sensor readings, report thermal trend direction and rate, flag anomalies, and give a 90-day operational risk assessment.",2026-05-05T16:28:46.081751+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,3,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_03_iot_tsfm_thermal_risk_run03.json,,"The agent did not provide any response or trajectory, indicating a failure to engage with the task. Providing a plan and executing it is essential for task completion.",2026-05-05T16:28:47.418812+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,4,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_03_iot_tsfm_thermal_risk_run04.json,,The agent failed to retrieve sensor readings and made incorrect statements about the thermal trend and RUL forecast. Improve data retrieval and verify results with available data.,2026-05-05T16:28:48.661055+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-019,data/scenarios/multi_03_iot_tsfm_thermal_risk.json,5,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_03_iot_tsfm_thermal_risk_run05.json,,Improve result verification and sequence planning,2026-05-05T16:28:49.995486+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,2,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_04_protection_trip_dga_response_run02.json,,Improve justification for priority level and fault classification,2026-05-05T16:28:51.885484+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,4,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_04_protection_trip_dga_response_run04.json,,"The agent failed to correctly identify and analyze the fault history for T-016, instead providing records for other transformers. The DGA data analysis was not properly utilized to justify the corrective work order priority.",2026-05-05T16:28:54.376408+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,2,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_05_dga_record_lookup_explain_run02.json,,Improve search_failure_modes tool to return relevant results and ensure agent correctly interprets and uses the results from the tools.,2026-05-05T16:28:19.343982+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,3,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_05_dga_record_lookup_explain_run03.json,,Improve the agent's ability to correctly interpret and match the gas signature to the failure mode catalogue.,2026-05-05T16:28:20.505736+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,4,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_05_dga_record_lookup_explain_run04.json,,Improve the agent's analysis by incorporating the IEC code and ratios from the DGA analysis to verify the failure mode more accurately.,2026-05-05T16:28:22.039787+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,5,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_05_dga_record_lookup_explain_run05.json,,The agent should have used the list_failure_modes function to directly identify the matching failure mode instead of just mentioning it.,2026-05-05T16:28:23.270669+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,1,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_06_severity_filtered_failure_review_run01.json,,The agent failed to retrieve relevant data and provide a grounded response. It should have used the search_failure_modes tool effectively to fetch the required failure modes and their maintenance actions.,2026-05-05T16:28:24.571258+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,2,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_06_severity_filtered_failure_review_run02.json,,"The agent should filter and present the results directly instead of just listing them, and provide a clear and justified final answer.",2026-05-05T16:28:25.807714+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,3,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_06_severity_filtered_failure_review_run03.json,,Filter failure modes by severity before presenting the results,2026-05-05T16:28:27.387336+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,4,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_06_severity_filtered_failure_review_run04.json,,The agent failed to execute the task by not retrieving the required data and not providing a relevant final answer. It should have used the search_failure_modes tool effectively and presented the results in the final answer.,2026-05-05T16:28:28.838998+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-026,data/scenarios/tsfm_06_rul_current_vs_forecast.json,3,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_tsfm_06_rul_current_vs_forecast_run03.json,,Provide a clear plan and verify the results against expected outcomes,2026-05-05T16:29:17.370123+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,1,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_06_planned_outage_downtime_estimate_run01.json,,The agent should first review the recent fault history for T-018 to characterize the typical event class before producing a downtime estimate.,2026-05-05T16:29:33.582425+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,2,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_06_planned_outage_downtime_estimate_run02.json,,"The agent should first review the recent fault history for T-018, identify the dominant fault class or repair pattern, and then use this information to justify the downtime estimate.",2026-05-05T16:29:34.980458+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,3,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_06_planned_outage_downtime_estimate_run03.json,,"The agent should first retrieve and analyze the recent fault history for T-018 before making an estimate. The estimate should be derived from the analysis, not directly from a baseline model without justification.",2026-05-05T16:29:36.607339+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,4,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_06_planned_outage_downtime_estimate_run04.json,,The agent failed to review recent fault history and characterize the typical event class for T-018. It directly provided a downtime estimate without justification or summary of fault records.,2026-05-05T16:29:37.899831+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core16_extension,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,5,benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_06_planned_outage_downtime_estimate_run05.json,,The agent should first review the recent fault history to characterize the typical event class for T-018 before estimating downtime.,2026-05-05T16:29:39.276854+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_aob_fmsr_01_list_failure_modes_run01.json,,Improve data retrieval accuracy by ensuring the agent's output matches the original dataset without introducing discrepancies.,2026-05-05T16:26:14.497794+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_aob_fmsr_01_list_failure_modes_run02.json,,Improve data retrieval accuracy by ensuring retrieved data matches the original dataset without introducing discrepancies.,2026-05-05T16:26:18.337551+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_aob_fmsr_01_list_failure_modes_run03.json,,Improve data retrieval accuracy by ensuring the agent's output matches the original dataset without introducing discrepancies.,2026-05-05T16:26:19.527440+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_aob_fmsr_01_list_failure_modes_run04.json,,Improve data retrieval accuracy by ensuring the agent's output matches the original dataset without introducing discrepancies.,2026-05-05T16:26:20.674965+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_aob_fmsr_01_list_failure_modes_run05.json,,Improve data retrieval accuracy by ensuring the agent retrieves all relevant data without truncation or modification.,2026-05-05T16:26:21.905147+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_02_voltage_imbalance_check_run01.json,,The agent should retrieve data for both HV and LV voltage sensors and ensure correct computation of mean and deviation.,2026-05-05T16:26:45.612871+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_02_voltage_imbalance_check_run02.json,,The agent failed to correctly compute or reference phase-voltage imbalance and did not provide the time of peak imbalance. It also did not retrieve both HV and LV voltage telemetry correctly.,2026-05-05T16:26:46.854728+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_02_voltage_imbalance_check_run03.json,,"The agent should correctly filter voltage sensors, retrieve both HV and LV voltage telemetry, compute the mean and deviation for both, and report the peak imbalance with timestamp.",2026-05-05T16:26:48.555867+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_02_voltage_imbalance_check_run04.json,,"The agent should correctly retrieve and analyze both HV and LV voltage telemetry, compute the mean and deviation, and provide a clear justification for its conclusion.",2026-05-05T16:26:49.787785+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_02_voltage_imbalance_check_run05.json,,"The agent should correctly identify and retrieve both HV and LV voltage telemetry, compute the mean for both, and check if either deviated more than 3% from their respective means. The agent should also provide the timestamp of the peak deviation.",2026-05-05T16:26:51.070843+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_02_hydrogen_spike_root_cause_run01.json,,Improve justification for root cause and confirmatory measurement,2026-05-05T16:26:23.050906+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_02_hydrogen_spike_root_cause_run02.json,,Improve justification for root cause and confirmatory measurement,2026-05-05T16:26:24.229936+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_02_hydrogen_spike_root_cause_run03.json,,Improve justification for root cause and confirmatory measurement,2026-05-05T16:26:25.415938+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,manual_confirmed,evidence_thin,,,"Judge complaint is general 'improve justification'; PE format trajectory not extracted, so no concrete sequencing or grounding signal beyond the final-answer text.",reviewer:2026-05-07,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_02_hydrogen_spike_root_cause_run04.json,,Improve justification for root cause and confirmatory measurement,2026-05-05T16:26:26.510352+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_02_hydrogen_spike_root_cause_run05.json,,Improve justification for root cause and confirmatory measurement,2026-05-05T16:26:27.814774+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_02_corrective_order_after_fault_run01.json,,Implement valid priority levels and ensure correct tool usage for safety risk determination.,2026-05-05T16:27:35.692969+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_02_corrective_order_after_fault_run02.json,,Implement a valid priority mapping and handle safety risk levels accordingly.,2026-05-05T16:27:36.736585+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_02_corrective_order_after_fault_run03.json,,Implement a valid priority mapping and ensure correct tool usage for safety risk determination.,2026-05-05T16:27:37.884103+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_02_corrective_order_after_fault_run04.json,,Implement a valid priority mapping and ensure correct tool usage for safety risk determination.,2026-05-05T16:27:39.058391+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_02_corrective_order_after_fault_run05.json,,Implement a valid priority mapping and ensure correct tool usage for safety risk assessment.,2026-05-05T16:27:40.156058+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_03_fleet_health_overview_run01.json,,The agent failed to correctly list assets with degraded health status due to incorrect input type. It also failed to properly filter the list and retrieve metadata for all flagged assets.,2026-05-05T16:26:52.630734+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_03_fleet_health_overview_run02.json,,"The agent failed to correctly list assets with degraded health status due to incorrect input type. The filtering step was unnecessary and not grounded in the previous step's output. The final answer was based on a single asset's metadata, not a list of degraded assets.",2026-05-05T16:26:53.989949+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_03_fleet_health_overview_run03.json,,The agent failed to correctly list assets with degraded health status due to incorrect input type. It also failed to properly filter the list and retrieve metadata for all flagged assets.,2026-05-05T16:26:55.465644+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_03_fleet_health_overview_run04.json,,The agent failed to correctly list assets with degraded health status due to incorrect input type. It also failed to properly filter the list and retrieve metadata for all flagged assets.,2026-05-05T16:26:56.825279+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_03_fleet_health_overview_run05.json,,"Improve error handling and input validation for tool calls, ensure correct sequence of operations and accurate data retrieval",2026-05-05T16:26:58.144980+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_04_protection_trip_dga_response_run01.json,,Improve the natural-language description generation for priority level determination and ensure consistency in diagnosis interpretation.,2026-05-05T16:27:04.430980+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_04_protection_trip_dga_response_run03.json,,Improve the agent's ability to verify results against expected outcomes and provide clearer justifications for its decisions.,2026-05-05T16:27:07.093310+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_04_protection_trip_dga_response_run04.json,,Improve the agent's ability to handle inconclusive DGA results and provide more detailed justification for priority levels.,2026-05-05T16:27:08.401074+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_04_protection_trip_dga_response_run05.json,,Improve the agent's ability to reconcile conflicting diagnoses and provide clearer justification for priority levels.,2026-05-05T16:27:09.769130+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_06_severity_filtered_failure_review_run01.json,,Re-evaluate the task plan to focus on the required steps and filter out unnecessary operations.,2026-05-05T16:26:39.418793+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_06_severity_filtered_failure_review_run02.json,,Re-evaluate the task requirements and adjust the agent's steps to directly address the task without unnecessary operations.,2026-05-05T16:26:40.696388+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_06_severity_filtered_failure_review_run03.json,,Re-evaluate the task requirements and adjust the agent's steps to directly address the task without unnecessary operations.,2026-05-05T16:26:41.830470+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_06_severity_filtered_failure_review_run04.json,,Re-evaluate the task steps and ensure the agent follows a relevant and logical sequence to achieve the task.,2026-05-05T16:26:43.015128+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_06_severity_filtered_failure_review_run05.json,,Re-evaluate the task requirements and adjust the agent's plan to directly address the task without unnecessary steps.,2026-05-05T16:26:44.411050+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_06_planned_outage_downtime_estimate_run01.json,,"Improve data retrieval and processing for steps 3 and 5, and review the agent sequence for logical consistency and dependency management.",2026-05-05T16:27:47.381057+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_06_planned_outage_downtime_estimate_run02.json,,"Improve data retrieval and processing for steps 3 and 5, and verify the agent's sequence logic.",2026-05-05T16:27:48.617070+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_06_planned_outage_downtime_estimate_run03.json,,Improve data retrieval accuracy by checking tool responses for empty or incorrect data.,2026-05-05T16:27:49.831145+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_06_planned_outage_downtime_estimate_run04.json,,"Improve data retrieval and processing for steps 3 and 5, and review the sequence of operations for logical consistency.",2026-05-05T16:27:50.876428+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_06_planned_outage_downtime_estimate_run05.json,,"Improve data retrieval and processing for steps 3 and 5, and ensure logical flow between steps.",2026-05-05T16:27:52.027312+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_aob_fmsr_01_list_failure_modes_run01.json,,Improve data retrieval accuracy and verify results against the original dataset,2026-05-05T10:07:44.155256+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_aob_fmsr_01_list_failure_modes_run02.json,,Improve data retrieval accuracy by ensuring the agent's output matches the original dataset without introducing discrepancies.,2026-05-05T10:07:48.020192+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_aob_fmsr_01_list_failure_modes_run03.json,,Improve data retrieval accuracy by ensuring the agent's output matches the original dataset without introducing discrepancies.,2026-05-05T10:07:49.059309+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_aob_fmsr_01_list_failure_modes_run04.json,,Improve data retrieval accuracy and verify results against original data to reduce hallucinations.,2026-05-05T10:07:50.309084+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_aob_fmsr_01_list_failure_modes_run05.json,,Improve data retrieval accuracy and verify results against original data.,2026-05-05T10:07:51.634581+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_02_voltage_imbalance_check_run02.json,,"The agent should correctly identify and retrieve both HV and LV voltage telemetry, compute the mean for both, and check for deviations. It should also provide specific details about the peak imbalance and when it occurred.",2026-05-05T10:08:18.441769+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_02_voltage_imbalance_check_run03.json,,"The agent should correctly identify and retrieve both HV and LV voltage telemetry, compute the mean for both, and check for deviations. It should also provide a clear timestamp for when the peak imbalance occurred.",2026-05-05T10:08:19.828969+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_02_voltage_imbalance_check_run04.json,,"The agent should correctly retrieve and analyze both HV and LV voltage telemetry data for the specified time window, compute the mean and deviation for both signals, and provide a clear statement on whether either signal deviated more than 3% from its mean, including the timestamp of the peak deviation.",2026-05-05T10:08:21.203262+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_02_voltage_imbalance_check_run05.json,,"The agent should correctly retrieve and analyze both HV and LV voltage telemetry, compute the mean and deviation for both, and provide a clear statement on whether the deviation exceeded 3% along with the timestamp of peak imbalance.",2026-05-05T10:08:22.880159+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_02_hydrogen_spike_root_cause_run01.json,,Improve justification for root cause and confirmatory measurement,2026-05-05T10:07:52.683638+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_02_hydrogen_spike_root_cause_run02.json,,Improve the search_failure_modes tool to return relevant results and enhance justification for the final answer.,2026-05-05T10:07:53.966743+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_02_hydrogen_spike_root_cause_run03.json,,Improve justification for root cause and confirmatory measurement,2026-05-05T10:07:55.473473+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_02_hydrogen_spike_root_cause_run05.json,,Improve justification for root cause and confirmatory measurement,2026-05-05T10:07:57.777051+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_02_corrective_order_after_fault_run01.json,,Implement a valid priority level for the work order and ensure the safety risk level is properly determined and used to justify the priority.,2026-05-05T10:09:05.707636+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_02_corrective_order_after_fault_run02.json,,Implement a valid priority mapping and ensure safety risk level is properly determined and used.,2026-05-05T10:09:07.056735+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_02_corrective_order_after_fault_run03.json,,Implement a valid priority mapping and ensure safety risk level is properly determined and used.,2026-05-05T10:09:08.218205+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_02_corrective_order_after_fault_run04.json,,Implement a valid priority mapping and ensure the safety risk level is correctly determined and used to justify the work order priority.,2026-05-05T10:09:09.439047+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_02_corrective_order_after_fault_run05.json,,Implement a valid priority level for work orders and ensure the safety risk level is properly determined and used to justify the priority level.,2026-05-05T10:09:10.666902+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_03_fleet_health_overview_run01.json,,Improve error handling and input validation for tool calls,2026-05-05T10:08:24.391042+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_03_fleet_health_overview_run02.json,,Improve error handling and input validation for tool calls,2026-05-05T10:08:25.371962+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_03_fleet_health_overview_run03.json,,The agent failed to correctly list assets with degraded health status due to incorrect input type. It also failed to properly filter the list and retrieve metadata for all flagged assets.,2026-05-05T10:08:26.328384+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_03_fleet_health_overview_run04.json,,"The agent failed to correctly list assets with degraded health status due to incorrect input type. It also failed to filter the list correctly as it didn't receive the correct list. The get_asset_metadata call was made with incorrect arguments, including health_status which is not a valid argument. The final answer was based on incorrect assumptions and data.",2026-05-05T10:08:27.770348+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_03_fleet_health_overview_run05.json,,The agent failed to correctly list assets with degraded health status due to incorrect input type. It also failed to properly filter the list and retrieve metadata for multiple assets.,2026-05-05T10:08:29.416668+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-016,data/scenarios/tsfm_04_rul_anomaly_full_assessment.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_tsfm_04_rul_anomaly_full_assessment_run01.json,,Improve data retrieval and processing for anomaly detection and sensor correlation.,2026-05-05T10:08:53.061983+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-016,data/scenarios/tsfm_04_rul_anomaly_full_assessment.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_tsfm_04_rul_anomaly_full_assessment_run02.json,,Review tool usage and error handling for detect_anomalies and none tools; ensure correct arguments are passed and validate final answer generation.,2026-05-05T10:08:54.138292+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-016,data/scenarios/tsfm_04_rul_anomaly_full_assessment.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_tsfm_04_rul_anomaly_full_assessment_run03.json,,Review the agent's tool usage and sequence to ensure it aligns with the task requirements and verify the accuracy of retrieved data.,2026-05-05T10:08:55.728893+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-016,data/scenarios/tsfm_04_rul_anomaly_full_assessment.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_tsfm_04_rul_anomaly_full_assessment_run04.json,,Review the agent's tool usage and sequence to ensure it aligns with the task requirements and corrects errors in data retrieval and processing.,2026-05-05T10:08:56.970199+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-016,data/scenarios/tsfm_04_rul_anomaly_full_assessment.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_tsfm_04_rul_anomaly_full_assessment_run05.json,,Review and correct the agent's workflow to ensure proper anomaly detection and condition assessment.,2026-05-05T10:08:58.250085+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_04_protection_trip_dga_response_run05.json,,Improve the agent's ability to verify results and provide clear justifications for its decisions.,2026-05-05T10:08:40.577709+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_05_dga_record_lookup_explain_run01.json,,The agent failed to correctly identify the matching failure mode and its associated severity and recommended action. The final answer incorrectly states that the matching failure mode is Arc Discharge (FM-006) instead of using the result from the catalogue lookup.,2026-05-05T10:08:04.178781+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_05_dga_record_lookup_explain_run02.json,,The agent failed to correctly identify the matching failure mode and its associated severity and recommended action. The final answer incorrectly states that the matching failure mode is Arc Discharge (FM-006) instead of low-temperature overheating.,2026-05-05T10:08:05.535906+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_05_dga_record_lookup_explain_run03.json,,The agent failed to correctly identify the matching failure mode and its associated severity and recommended action. The final answer incorrectly states that the matching failure mode is Arc Discharge (FM-006) instead of using the result from the catalogue lookup.,2026-05-05T10:08:06.956130+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_05_dga_record_lookup_explain_run04.json,,The agent failed to correctly identify the matching failure mode and its associated details. The final answer incorrectly states the failure mode as Arc Discharge (FM-006) instead of low-temperature overheating.,2026-05-05T10:08:08.408832+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_05_dga_record_lookup_explain_run05.json,,The agent failed to correctly identify the matching failure mode and its associated severity and recommended action. The final answer incorrectly states the failure mode as Arc Discharge (FM-006) instead of using the information from the initial DGA record or correctly applying the search_failure_modes tool.,2026-05-05T10:08:09.673608+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,1,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_06_severity_filtered_failure_review_run01.json,,Re-evaluate the task steps and ensure the agent follows the correct sequence to retrieve and process the required data.,2026-05-05T10:08:11.294264+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,2,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_06_severity_filtered_failure_review_run02.json,,Re-evaluate the task steps and align them with the expected behavior; filter failure modes directly in Step 1; avoid unnecessary steps.,2026-05-05T10:08:12.505777+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,3,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_06_severity_filtered_failure_review_run03.json,,Re-evaluate the task requirements and adjust the agent's plan to directly address the task without unnecessary steps.,2026-05-05T10:08:13.862010+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,4,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_06_severity_filtered_failure_review_run04.json,,Re-evaluate the task steps and ensure the agent follows the correct sequence to retrieve and process the required information.,2026-05-05T10:08:15.027946+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core16_extension,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,5,benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_06_severity_filtered_failure_review_run05.json,,Re-evaluate the task requirements and adjust the agent's steps to directly address the task without unnecessary operations.,2026-05-05T10:08:16.099091+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,1,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_aob_fmsr_01_list_failure_modes_run01.json,,Improve data retrieval accuracy and verify results against original data.,2026-05-05T16:26:15.139519+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_aob_fmsr_01_list_failure_modes_run02.json,,Improve data retrieval accuracy and verify results against original data.,2026-05-05T16:26:18.940562+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_aob_fmsr_01_list_failure_modes_run03.json,,Improve data retrieval accuracy by ensuring the agent's output matches the original dataset without introducing discrepancies.,2026-05-05T16:26:20.733196+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_aob_fmsr_01_list_failure_modes_run04.json,,Improve data retrieval accuracy and verify results against original data.,2026-05-05T16:26:22.548260+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_aob_fmsr_01_list_failure_modes_run05.json,,Improve data retrieval accuracy and verify results against original data.,2026-05-05T16:26:23.684014+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_02_voltage_imbalance_check_run02.json,,The agent should have computed phase-voltage imbalance and reported when the peak imbalance occurred.,2026-05-05T16:26:53.462907+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_02_voltage_imbalance_check_run03.json,,The agent should have computed phase-voltage imbalance and reported when the peak imbalance occurred.,2026-05-05T16:26:54.672239+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_02_voltage_imbalance_check_run04.json,,The agent should have computed phase-voltage imbalance and reported when the peak imbalance occurred.,2026-05-05T16:26:55.945106+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_02_voltage_imbalance_check_run05.json,,The agent should have computed phase-voltage imbalance and reported when the peak imbalance occurred.,2026-05-05T16:26:57.157612+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,1,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_02_hydrogen_spike_root_cause_run01.json,,The agent should verify the result from the search_failure_modes tool and provide a more detailed justification for the recommended confirmatory measurement.,2026-05-05T16:26:25.220580+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_02_hydrogen_spike_root_cause_run03.json,,Improve verification of diagnosis results and provide clearer justification for recommendations.,2026-05-05T16:26:28.838562+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_02_hydrogen_spike_root_cause_run04.json,,Improve verification of results and provide clearer justification for the final answer.,2026-05-05T16:26:30.133636+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,1,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_02_corrective_order_after_fault_run01.json,,Validate priority levels and ensure correct mapping to task requirements.,2026-05-05T16:27:47.943262+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_02_corrective_order_after_fault_run02.json,,Re-evaluate priority options and ensure correct mapping to available priorities; implement a safety risk assessment that aligns with available priority levels.,2026-05-05T16:27:49.194642+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_02_corrective_order_after_fault_run03.json,,Review priority mapping and error handling for work order creation,2026-05-05T16:27:50.627839+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_02_corrective_order_after_fault_run04.json,,Re-evaluate priority options to include 'emergency' or map it to an equivalent valid priority level like 'critical'.,2026-05-05T16:27:51.693736+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_02_corrective_order_after_fault_run05.json,,Re-evaluate priority options and ensure alignment with task requirements.,2026-05-05T16:27:52.993417+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,1,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_03_fleet_health_overview_run01.json,,"The agent should correctly filter the list of assets and retrieve nameplate data for all flagged assets, not just one. It should also correctly rank or flag units most in need of follow-up based on their health status and other relevant factors.",2026-05-05T16:26:58.424506+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_03_fleet_health_overview_run02.json,,"The agent should correctly filter the list of assets and retrieve nameplate data for all flagged assets, not just one. It should also provide a clear ranking or prioritization of the units based on their health status and other relevant factors.",2026-05-05T16:27:00.164699+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_03_fleet_health_overview_run03.json,,The agent should correctly filter and process the list of assets with degraded health status and retrieve nameplate data for all flagged assets.,2026-05-05T16:27:04.606639+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_03_fleet_health_overview_run04.json,,"The agent should correctly filter the list of assets and retrieve nameplate data for all flagged assets, not just one. It should also correctly rank or flag units most in need of follow-up based on their health status and other relevant factors.",2026-05-05T16:27:05.871832+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_03_fleet_health_overview_run05.json,,"The agent should correctly filter the list of assets and retrieve nameplate data for all flagged assets, not just one. It should also correctly rank or flag units most in need of follow-up based on their health status and RUL days.",2026-05-05T16:27:07.437986+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_04_protection_trip_dga_response_run02.json,,Improve the analysis of DGA data and fault records to provide a more conclusive diagnosis and justification for the priority level.,2026-05-05T16:27:16.312782+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_04_protection_trip_dga_response_run03.json,,Improve the agent's ability to verify results against expected outcomes and reduce hallucinations by enhancing its analysis and justification of priority levels and fault diagnoses.,2026-05-05T16:27:17.655792+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_04_protection_trip_dga_response_run04.json,,Improve the agent's ability to handle inconclusive DGA results and provide more detailed justification for priority levels.,2026-05-05T16:27:19.081721+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_04_protection_trip_dga_response_run05.json,,Improve the agent's ability to handle inconclusive DGA results and provide more detailed justification for priority levels.,2026-05-05T16:27:20.541457+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,1,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_06_severity_filtered_failure_review_run01.json,,Re-evaluate the task requirements and adjust the agent's plan to directly address the task without unnecessary steps.,2026-05-05T16:26:45.045569+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_06_severity_filtered_failure_review_run02.json,,"Re-evaluate the task plan to focus on the required failure modes and maintenance actions, and correct the sequence to match the task requirements.",2026-05-05T16:26:46.843509+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_06_severity_filtered_failure_review_run03.json,,Re-evaluate the task plan to directly address the original question without unnecessary steps.,2026-05-05T16:26:48.389356+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_06_severity_filtered_failure_review_run04.json,,Re-evaluate the task requirements and adjust the agent's plan to directly filter high and critical severity failure modes and pair them with recommended actions.,2026-05-05T16:26:49.745851+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_06_severity_filtered_failure_review_run05.json,,Re-evaluate the task requirements and adjust the agent's plan to directly address the task without unnecessary steps.,2026-05-05T16:26:50.994649+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,1,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_06_planned_outage_downtime_estimate_run01.json,,Improve data retrieval accuracy by ensuring all tool calls return relevant data.,2026-05-05T16:28:00.765836+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_06_planned_outage_downtime_estimate_run02.json,,Improve data retrieval accuracy by ensuring all tool calls return relevant data. Review agent sequence to ensure it aligns with task requirements.,2026-05-05T16:28:02.012222+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_06_planned_outage_downtime_estimate_run03.json,,Improve data retrieval accuracy by ensuring all tool calls return relevant data. Review the agent sequence to ensure it aligns with the task requirements and adjust the plan accordingly.,2026-05-05T16:28:03.609776+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_06_planned_outage_downtime_estimate_run04.json,,Improve data retrieval accuracy by ensuring all tool calls return relevant data. Review agent sequence for logical flow and dependency management.,2026-05-05T16:28:05.014461+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_06_planned_outage_downtime_estimate_run05.json,,Improve data retrieval accuracy by ensuring all tool calls return relevant data. Review and optimize the agent sequence to align with task requirements.,2026-05-05T16:28:06.263222+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,1,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_aob_fmsr_01_list_failure_modes_run01.json,,Improve data retrieval accuracy and verify results against original data.,2026-05-05T10:09:15.369941+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_aob_fmsr_01_list_failure_modes_run02.json,,Improve data retrieval accuracy and verify results against original data.,2026-05-05T10:09:19.158274+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_aob_fmsr_01_list_failure_modes_run03.json,,Review and correct retrieved data for accuracy and consistency.,2026-05-05T10:09:20.238205+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_aob_fmsr_01_list_failure_modes_run04.json,,Improve data retrieval accuracy and verify results against original data.,2026-05-05T10:09:21.354582+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,False,True,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,AOB-FMSR-001,data/scenarios/aob_fmsr_01_list_failure_modes.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_aob_fmsr_01_list_failure_modes_run05.json,,Improve data retrieval accuracy by ensuring the agent's output matches the original data source without introducing discrepancies.,2026-05-05T10:09:22.451181+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_02_voltage_imbalance_check_run02.json,,The agent should have computed phase-voltage imbalance and reported when the peak imbalance occurred.,2026-05-05T10:09:49.246016+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_02_voltage_imbalance_check_run03.json,,The agent should correctly compute and report phase-voltage imbalance and provide the timestamp of peak imbalance.,2026-05-05T10:09:50.419885+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_02_voltage_imbalance_check_run04.json,,"The agent failed to correctly identify and process both voltage sensors, and did not provide a detailed computation of phase-voltage imbalance or report when the peak imbalance occurred.",2026-05-05T10:09:51.659639+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-002,data/scenarios/iot_02_voltage_imbalance_check.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_02_voltage_imbalance_check_run05.json,,The agent should have computed phase-voltage imbalance and reported when the peak imbalance occurred.,2026-05-05T10:09:52.898466+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,1,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_02_hydrogen_spike_root_cause_run01.json,,Improve verification of results against expected outcomes and enhance justification for final answer.,2026-05-05T10:09:23.705890+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_02_hydrogen_spike_root_cause_run03.json,,Improve verification of results against task requirements and provide clearer justification for the final answer.,2026-05-05T10:09:26.092153+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-004,data/scenarios/fmsr_02_hydrogen_spike_root_cause.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_02_hydrogen_spike_root_cause_run05.json,,Improve verification of results and provide clearer justification for the final answer.,2026-05-05T10:09:28.416781+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,1,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_02_corrective_order_after_fault_run01.json,,Improve fault diagnosis interpretation and mapping to safety risk levels; validate priority levels against allowed values,2026-05-05T10:10:38.421879+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_02_corrective_order_after_fault_run02.json,,Improve priority handling and fault diagnosis interpretation,2026-05-05T10:10:39.640124+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_02_corrective_order_after_fault_run03.json,,Improve priority handling and fault diagnosis interpretation,2026-05-05T10:10:40.663191+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_02_corrective_order_after_fault_run04.json,,Re-evaluate the priority levels accepted by the create_work_order tool and adjust the agent's priority assignment accordingly.,2026-05-05T10:10:41.680125+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-008,data/scenarios/wo_02_corrective_order_after_fault.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_02_corrective_order_after_fault_run05.json,,Review priority levels and fault diagnosis methods for consistency and accuracy.,2026-05-05T10:10:42.977815+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,1,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_03_fleet_health_overview_run01.json,,The agent should correctly filter and process the list of assets with degraded health status and retrieve nameplate data for all flagged assets.,2026-05-05T10:09:54.105091+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_03_fleet_health_overview_run02.json,,"The agent should correctly filter and process the list of assets with degraded health status and retrieve nameplate data for all flagged assets, not just one.",2026-05-05T10:09:55.396856+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_03_fleet_health_overview_run03.json,,"The agent failed to correctly filter and retrieve nameplate data for all flagged assets, and made incorrect assumptions about the health status values.",2026-05-05T10:09:56.639663+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_03_fleet_health_overview_run04.json,,The agent failed to correctly list and filter all required assets and retrieve their metadata. It should have iterated over the list of assets from Step 1 and retrieved metadata for each.,2026-05-05T10:09:58.037597+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-011,data/scenarios/iot_03_fleet_health_overview.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_03_fleet_health_overview_run05.json,,"The agent should correctly filter and process the list of assets with degraded health status and retrieve nameplate data for all flagged assets, not just one.",2026-05-05T10:09:59.294423+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_04_protection_trip_dga_response_run04.json,,Improve the verification of the DGA analysis result and provide clearer justification for the priority level and estimated downtime hours.,2026-05-05T10:10:11.173305+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,1,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_05_dga_record_lookup_explain_run01.json,,The agent failed to correctly identify the matching failure mode and its associated details. Review the failure mode matching logic and ensure it aligns with the expected catalogue lookup.,2026-05-05T10:09:34.653823+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_05_dga_record_lookup_explain_run02.json,,The agent failed to correctly identify the matching failure mode and its associated details. The final answer incorrectly states that the matching failure mode is Arc Discharge (FM-006) instead of using the information from the initial DGA record which indicated low-temperature overheating.,2026-05-05T10:09:36.055417+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_05_dga_record_lookup_explain_run03.json,,Review the agent's interpretation of the DGA results and ensure that the identified failure mode matches the provided gas signature.,2026-05-05T10:09:37.457270+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_05_dga_record_lookup_explain_run04.json,,Re-evaluate the failure mode matching logic to ensure it aligns with the retrieved DGA data and catalogue information.,2026-05-05T10:09:38.696198+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-023,data/scenarios/fmsr_05_dga_record_lookup_explain.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_05_dga_record_lookup_explain_run05.json,,"The agent failed to correctly identify the matching failure mode and its associated severity and recommended action. The final answer incorrectly states that the failure mode is Arc Discharge (FM-006) instead of using the result from Step 1, which indicates low-temperature overheating.",2026-05-05T10:09:39.965407+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,1,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_06_severity_filtered_failure_review_run01.json,,Re-evaluate the task requirements and adjust the agent's plan to directly filter high and critical severity failure modes and pair them with recommended actions without unnecessary steps.,2026-05-05T10:09:41.385215+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,2,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_06_severity_filtered_failure_review_run02.json,,The agent should have stuck to the task and only reported failure modes from the catalogue. It introduced 'High-Temperature Overheating (> 700°C) and Spark Discharge' which is not in the provided catalogue.,2026-05-05T10:09:42.761937+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_06_severity_filtered_failure_review_run03.json,,Re-evaluate the task requirements and adjust the agent's plan to directly filter high and critical severity failure modes and pair them with recommended actions.,2026-05-05T10:09:44.188526+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,4,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_06_severity_filtered_failure_review_run04.json,,Re-evaluate the task requirements and adjust the agent's plan to directly filter high and critical severity failure modes and pair them with recommended actions without unnecessary steps.,2026-05-05T10:09:45.302668+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-024,data/scenarios/fmsr_06_severity_filtered_failure_review.json,5,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_06_severity_filtered_failure_review_run05.json,,Re-evaluate the task requirements and adjust the agent's plan to directly filter high and critical severity failure modes and pair them with recommended actions without unnecessary steps.,2026-05-05T10:09:46.648860+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,False,True,True,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core16_extension,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-028,data/scenarios/wo_06_planned_outage_downtime_estimate.json,3,benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_06_planned_outage_downtime_estimate_run03.json,,Review the agent's sequence of operations and ensure it aligns with the task requirements; provide clearer justification for the estimated downtime.,2026-05-05T10:10:53.089535+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_01_list_transformer_sensors_run01.json,,The agent should have included the latest timestamped values for each sensor in the final answer to fully complete the task.,2026-05-05T08:44:01.426761+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_01_list_transformer_sensors_run02.json,,"Agent did not provide any response or trajectory, failing to complete the task.",2026-05-05T08:44:02.930699+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_01_list_transformer_sensors_run03.json,,The agent failed to list all available sensors for transformer T-011 and provide their latest timestamped values. It should have successfully retrieved the latest readings for all sensors.,2026-05-05T08:44:04.156018+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",6,auto_only,,,,,,0.1667,False,0.6,False,False,False,False,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_01_list_transformer_sensors_run04.json,,The agent should first identify available sensors for T-011 before attempting to retrieve their latest values.,2026-05-05T08:44:05.606215+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_01_list_transformer_sensors_run05.json,,"The agent did not provide any response or trajectory, failing to complete the task or demonstrate any relevant capabilities.",2026-05-05T08:44:06.797354+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Provide a clear mapping of DGA evidence to fault modes and explain candidate failure mechanisms.,2026-05-05T08:43:44.890885+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Provide a clear mapping of DGA evidence to fault modes and explain the top two candidate failure mechanisms,2026-05-05T08:43:49.105944+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Provide clear and concise explanations for the identified fault modes and candidate failure mechanisms.,2026-05-05T08:43:50.250466+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run04.json,,Provide more specific failure mechanisms based on DGA ratios and verify results against known fault mappings,2026-05-05T08:43:51.500874+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run05.json,,Agent failed to provide any response or analysis for the given task,2026-05-05T08:43:52.887313+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run01.json,,Check if transformer ID 'T-019' and sensor 'winding_temp_c' exist in the database and try again.,2026-05-05T08:45:02.912825+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run02.json,,Check data availability for T-019 winding temperature,2026-05-05T08:45:04.255937+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run03.json,,Check data availability for transformer T-019 and sensor winding_temp_c before running anomaly detection,2026-05-05T08:45:05.425415+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,4,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run04.json,,"Provide a more informative response when data is missing, such as suggesting alternative time ranges or checking data availability.",2026-05-05T08:45:06.814201+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_01_create_inspection_order_run01.json,,"The agent should provide a complete work order with required details like priority, required skills, and estimated downtime, not just the work order ID.",2026-05-05T08:45:09.363929+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_01_create_inspection_order_run02.json,,Provide required skills for the task and ensure the agent follows a logical sequence to generate the work order.,2026-05-05T08:45:11.082293+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_01_create_inspection_order_run03.json,,The agent failed to create a complete work order as it didn't specify required skills for the task and didn't use any tool to retrieve or verify the required skills.,2026-05-05T08:45:12.319477+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run01.json,,The agent failed to follow a logical sequence and did not properly investigate the transformer's fault mode. It should have first retrieved relevant IoT evidence and then mapped it to a likely fault mode before estimating risk and recommending a work order.,2026-05-05T08:44:29.220407+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run02.json,,"The agent did not provide any response or trajectory, indicating a failure to engage with the task. Providing a basic response or indicating the steps it would take to solve the task would be a good start.",2026-05-05T08:44:30.824492+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run03.json,,"Agent failed to provide any response or trajectory, indicating a lack of engagement with the task",2026-05-05T08:44:32.488497+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run04.json,,"The agent should follow a structured workflow, verify results against known fault modes, and provide clear justifications for its recommendations.",2026-05-05T08:44:34.032356+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run05.json,,"The agent did not provide any response or trajectory, indicating a failure to engage with the task. Providing a basic workflow or acknowledging the task would be a starting point for improvement.",2026-05-05T08:44:35.475802+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run01.json,,Check sensor IDs and retrieve relevant temperature data for T-020,2026-05-05T08:44:36.944738+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run02.json,,The agent should have handled missing data more effectively and provided a more comprehensive maintenance or monitoring plan.,2026-05-05T08:44:38.377707+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run04.json,,The agent should have handled the missing sensor data more robustly and considered alternative thermal anomaly indicators.,2026-05-05T08:44:41.157373+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,5,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run05.json,,The agent should have handled the missing trend analysis data more effectively and provided a maintenance decision based on available DGA results.,2026-05-05T08:44:42.411654+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_04_load_current_overload_check_run01.json,,The agent failed to directly retrieve the required sensor data and instead provided an unhelpful final answer that merely described the available API calls without executing them to solve the task.,2026-05-05T08:44:08.069901+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_04_load_current_overload_check_run02.json,,The agent should directly execute the necessary tool calls to retrieve data and analyze it instead of providing an example of how to do it.,2026-05-05T08:44:09.543304+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_04_load_current_overload_check_run03.json,,The agent failed to correctly retrieve sensor data and made incorrect statements about the data. It should have used correct datetime strings and handled the output of get_sensor_readings properly.,2026-05-05T08:44:10.889061+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,4,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_04_load_current_overload_check_run04.json,,Check data availability for T-005 load current sensor before proceeding,2026-05-05T08:44:12.344637+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve the agent's ability to correctly match DGA results to failure modes and provide clear justification for sensor prioritization.,2026-05-05T08:43:54.117292+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,manual_confirmed,confirmed,inter_agent_orchestration,tool_execution,Tool args contain literal strings 'list_failure_modes' and 'D2' as failure_mode_id; both are non-existent IDs; INT8 model produced malformed structured calls.,reviewer:2026-05-07,0.5,False,0.6,True,False,False,True,True,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve data retrieval accuracy by ensuring correct failure mode IDs are used in tool calls.,2026-05-05T08:43:55.654762+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run03.json,,The agent failed to properly diagnose the fault mode using DGA results and incorrectly matched it to a failure mechanism without proper rationale. The sensor prioritization was also not justified based on the failure mechanism's characteristics.,2026-05-05T08:43:57.041855+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run04.json,,The agent should have used the DGA results to determine the fault mode instead of directly searching for 'arc discharge'. The final answer should have directly matched the DGA diagnosis to a catalogue failure mechanism.,2026-05-05T08:43:58.657324+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,manual_confirmed,confirmed,inter_agent_orchestration,tool_execution,"INT8 again uses non-existent failure_mode_ids ('FM-012', 'T1' as a failure_mode_id); pattern mirrors run02 — model invents IDs instead of looking them up first.",reviewer:2026-05-07,0.1667,False,0.6,False,True,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve failure mode matching and provide clear rationale for sensor prioritization.,2026-05-05T08:44:00.255174+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run01.json,,The agent should correctly retrieve the fault record for T-006 and ensure all actions are related to the correct transformer ID.,2026-05-05T08:45:16.138265+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run02.json,,The agent should have retrieved the fault record for T-006 instead of T-001 and used the correct fault ID.,2026-05-05T08:45:17.505505+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run03.json,,"The agent should have retrieved the fault record for T-006 instead of T-001, and used the correct transformer ID throughout the task.",2026-05-05T08:45:18.830796+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run04.json,,The agent should retrieve the correct fault record for T-006 and ensure all actions are related to the correct transformer ID.,2026-05-05T08:45:20.108008+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run05.json,,The agent should retrieve the correct fault record for T-006 and ensure all actions are based on the correct transformer ID.,2026-05-05T08:45:23.446075+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,1,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_05_sensor_coverage_audit_run01.json,,"The agent should accurately list the transformer's metadata and sensor IDs, and correctly assess whether both thermal and electrical monitoring needs are met based on the sensor data.",2026-05-05T08:44:14.730502+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,2,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_05_sensor_coverage_audit_run02.json,,The agent should provide a detailed summary of the asset metadata and list of sensors before concluding whether the instrumentation covers both electrical and thermal monitoring needs.,2026-05-05T08:44:16.202363+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,3,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_05_sensor_coverage_audit_run03.json,,The agent should correctly identify that both thermal and electrical monitoring needs are covered and provide a clear summary of the asset metadata and sensor data.,2026-05-05T08:44:17.605039+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,4,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_05_sensor_coverage_audit_run04.json,,The agent should correctly assess whether both electrical and thermal monitoring needs are covered based on the retrieved sensor data.,2026-05-05T08:44:19.031398+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",4,manual_confirmed,confirmed,inter_agent_orchestration,planning,"Agent picked 2 representative units (T-005, T-013) without justifying the selection; 5-call sequence partially redundant; plan-vs-execution drift.",reviewer:2026-05-07,0.5,False,0.6,True,True,False,False,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run01.json,,Provide a more detailed plan and justify the selection of representative units; include all required sensor data for both units,2026-05-05T08:44:21.471832+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run02.json,,Provide a valid final answer to assess the agent's performance,2026-05-05T08:44:22.816131+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run03.json,,The agent failed to retrieve sensor readings and provide a comparative analysis between T-005 and T-013. It also did not list all in-service transformer IDs as requested.,2026-05-05T08:44:24.579325+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run04.json,,The agent failed to retrieve recent telemetry samples for the specified sensors and did not provide a comparative analysis of the operational state between T-005 and T-013.,2026-05-05T08:44:26.143296+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run05.json,,The agent failed to complete the task due to errors in data retrieval and processing. It should have provided a complete list of in-service transformers and detailed sensor data for T-005 and T-013. The agent should improve its error handling and data retrieval capabilities.,2026-05-05T08:44:27.524546+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,3,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_07_iot_tsfm_anomaly_burst_run03.json,,Improve trend analysis tool to handle datetime comparisons and complete task execution.,2026-05-05T08:44:52.164451+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,5,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_07_iot_tsfm_anomaly_burst_run05.json,,"Improve task completion by ensuring all parts of the task are addressed, verify the sequence of operations, and enhance result verification.",2026-05-05T08:44:54.443405+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-030,data/scenarios/multi_06_anomaly_to_rul_to_workorder.json,1,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_06_anomaly_to_rul_to_workorder_run01.json,,The agent should have reported the RUL forecast and explicitly justified the work order's priority and scope based on the RUL change.,2026-05-05T08:44:43.719295+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,True,True,False,False,False,False,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,followon_extra15,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-030,data/scenarios/multi_06_anomaly_to_rul_to_workorder.json,2,benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized/2026-05-05_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_06_anomaly_to_rul_to_workorder_run02.json,,Improve justification for work order priority and scope based on RUL forecast; refine tool call sequence to avoid duplication and ensure logical flow.,2026-05-05T08:44:45.100485+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,manual_confirmed,confirmed,task_verification,final_answer,Same T-011 missing-sensor-values pattern as YS rows; final answer enumerates sensors with 'Not available in the results' but treats this as task completion.,reviewer:2026-05-07,0.1667,False,0.6,False,False,False,True,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest values for most sensors and did not correctly follow the task instructions. It also made incorrect assumptions about available data.,2026-05-05T09:17:18.992993+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_01_list_transformer_sensors_run02.json,,"The agent should have retrieved the latest timestamped values for all sensors, not just 'load_current_a'. It should also have followed the task more closely and not executed unnecessary steps.",2026-05-05T09:17:20.380997+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,False,True,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_01_list_transformer_sensors_run03.json,,"The agent should have retrieved the latest timestamped values for all sensors listed in step 1, not just 'load_current_a'.",2026-05-05T09:17:22.320179+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_01_list_transformer_sensors_run04.json,,"The agent should have retrieved the latest timestamped values for all sensors, not just 'load_current_a'. It should also have followed the task more closely and not executed unnecessary steps.",2026-05-05T09:17:23.811676+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,False,True,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_01_list_transformer_sensors_run05.json,,"The agent should have retrieved the latest timestamped values for all sensors listed in step 1, not just 'load_current_a'.",2026-05-05T09:17:25.437355+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,manual_confirmed,confirmed,task_verification,final_answer,Final answer adds unverified failure mechanisms ('low-temperature thermal fault in core lamination') not present in tool outputs.,reviewer:2026-05-07,0.5,False,0.6,True,True,True,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_fmsr_01_dga_fault_mode_diagnosis_run01.json,,The agent should provide more accurate failure mechanisms based on the tool responses and avoid introducing unverified information.,2026-05-05T09:17:02.495860+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Replan to correctly execute get_sensor_correlation with required failure_mode_id argument and provide accurate failure mechanisms based on retrieved data.,2026-05-05T09:17:06.658491+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Improve diagnosis verification and provide more accurate gas interpretation.,2026-05-05T09:17:08.150564+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_tsfm_02_hotspot_temp_anomaly_run02.json,,Improve error handling for z-score threshold input and ensure correct sensor ID is used for winding temperature.,2026-05-05T09:18:19.877784+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,4,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_tsfm_02_hotspot_temp_anomaly_run04.json,,Improve error handling for missing z-score threshold input.,2026-05-05T09:18:22.443229+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,5,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_tsfm_02_hotspot_temp_anomaly_run05.json,,Improve error handling for missing z-score threshold and ensure correct sensor ID is used for anomaly detection.,2026-05-05T09:18:23.462844+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_01_create_inspection_order_run01.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T09:18:24.638112+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_01_create_inspection_order_run02.json,,Improve error handling and data retrieval for DGA records and failure modes,2026-05-05T09:18:25.763992+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_01_create_inspection_order_run03.json,,Improve error handling and data retrieval for DGA record analysis and failure mode identification,2026-05-05T09:18:26.883413+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_01_create_inspection_order_run04.json,,Improve error handling and data retrieval for DGA record analysis and failure mode identification,2026-05-05T09:18:27.978859+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_01_create_inspection_order_run05.json,,Improve error handling and data retrieval for DGA record analysis and failure mode identification,2026-05-05T09:18:29.048311+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy by validating tool arguments and handling truncated responses.,2026-05-05T09:17:47.257224+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run03.json,,"The agent failed to list recent sensor readings due to an unknown tool error, and the final answer contains inconsistencies and lacks clear justification.",2026-05-05T09:17:49.665167+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run04.json,,The agent failed to complete the task due to errors in data retrieval and incorrect sequence execution. Improve tool usage and error handling.,2026-05-05T09:17:51.359934+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,manual_confirmed,confirmed,task_verification,final_answer,Asserts 'Arc Discharge' for T-015 with 0.0% 30-day risk — neither claim is grounded in retrievable evidence in the prompt.,reviewer:2026-05-07,0.5,False,0.6,True,False,False,True,True,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and review agent sequence for correct tool usage.,2026-05-05T09:17:52.714428+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_02_dga_to_workorder_pipeline_run02.json,,Improve grounding of final answer by directly using tool outputs and provide more specific justification for maintenance decision.,2026-05-05T09:17:55.533894+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_04_load_current_overload_check_run02.json,,Improve data retrieval by checking sensor data availability before proceeding with analysis.,2026-05-05T09:17:28.179715+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,5,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_04_load_current_overload_check_run05.json,,Improve data retrieval by checking for valid sensor readings before proceeding with analysis.,2026-05-05T09:17:32.026063+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run01.json,,Review and correct the agent's diagnosis to match the DGA results and ensure the correct failure mode is identified.,2026-05-05T09:17:12.539299+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve failure mode matching and sensor correlation logic,2026-05-05T09:17:13.901024+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for tool calls and validate tool arguments before execution,2026-05-05T09:18:31.565351+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for tool calls and ensure correct argument formatting.,2026-05-05T09:18:32.905606+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_04_fault_record_downtime_update_run04.json,,Improve error handling for tool calls and validate arguments before execution,2026-05-05T09:18:33.999284+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_04_fault_record_downtime_update_run05.json,,Improve error handling for tool calls and ensure correct status values are used,2026-05-05T09:18:35.181154+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-021,data/scenarios/iot_05_sensor_coverage_audit.json,1,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_05_sensor_coverage_audit_run01.json,,The agent should accurately assess whether the available sensors cover both electrical and thermal monitoring needs comprehensively.,2026-05-05T09:17:33.333644+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_06_fleet_status_snapshot_run01.json,,"Replan to provide correct input for list_assets and get_asset_metadata tools, and ensure accurate data retrieval and processing.",2026-05-05T09:17:40.562342+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_06_fleet_status_snapshot_run02.json,,"The agent failed to provide a complete and accurate fleet status snapshot, with missing telemetry samples and inconsistent DGA records for both healthy and degraded units.",2026-05-05T09:17:42.001461+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_06_fleet_status_snapshot_run03.json,,Replan and retry with corrected tool arguments and verify data retrieval for both healthy and degraded units.,2026-05-05T09:17:43.304730+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_06_fleet_status_snapshot_run04.json,,"The agent failed to correctly enumerate the transformers in service and had multiple issues with tool usage and argument passing, leading to incomplete and inaccurate results.",2026-05-05T09:17:44.496439+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_06_fleet_status_snapshot_run05.json,,Improve data retrieval accuracy and verify results more thoroughly,2026-05-05T09:17:45.944336+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_05_inspection_closeout_run03.json,,Re-evaluate the create_work_order tool to handle validation errors and ensure work order is properly created and updated.,2026-05-05T09:18:39.036433+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_05_inspection_closeout_run04.json,,The agent should retry creating the work order with valid arguments and ensure it can retrieve the created work order to update it successfully.,2026-05-05T09:18:40.249538+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,followon_extra15,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-05_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_05_inspection_closeout_run05.json,,The agent should ensure that the work order is successfully created and updated in the same session. It should also verify that the work order ID is correctly retrieved before attempting to update it.,2026-05-05T09:18:41.553209+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,False,True,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run01.json,,"The agent should retrieve the latest values for all sensors listed in step 1, not just 'load_current_a'.",2026-05-05T09:03:33.821365+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,False,True,False,False,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest timestamped values for all sensors and did not provide a complete summary of the results.,2026-05-05T09:03:35.093608+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run03.json,,The agent failed to retrieve the latest timestamped values for all sensors listed in step 1. It only retrieved the value for 'load_current_a' and not for the other sensors. The agent should be modified to loop through all sensors retrieved in step 1 and get their latest values in step 2.,2026-05-05T09:03:36.319090+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,The agent should explicitly list and justify the top two candidate failure mechanisms.,2026-05-05T09:03:23.444163+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,manual_confirmed,confirmed,task_verification,final_answer,Final answer admits 'top two are not explicitly listed as two separate mechanisms' — task asked for two distinct candidates; agent emits one with hedge.,reviewer:2026-05-07,0.3333,False,0.6,True,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Improve the agent's ability to provide explicit and separate failure mechanisms and enhance the sequence logic to handle such tasks effectively.,2026-05-05T09:03:28.880005+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run01.json,,Improve datetime parsing for 'get_sensor_readings' and 'trend_analysis' tools,2026-05-05T09:04:05.409866+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run02.json,,Improve date parsing and error handling for get_sensor_readings,2026-05-05T09:04:06.495672+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run03.json,,Improve datetime parsing for 'get_sensor_readings' and 'trend_analysis' tools,2026-05-05T09:04:07.671359+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run01.json,,Improve error handling for work order updates and ensure consistent severity levels.,2026-05-05T09:04:08.893307+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run02.json,,Improve error handling for work order updates and finalization,2026-05-05T09:04:09.934686+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run03.json,,Improve error handling for invalid severity levels and ensure required skills are specified in work order creation,2026-05-05T09:04:11.157519+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,manual_confirmed,confirmed,task_verification,verification,Final answer self-contradicts ('not abnormally high' + 'three anomalous readings') without resolving; task asked for elevated-vs-baseline assessment with peak.,reviewer:2026-05-07,0.5,False,0.6,True,True,True,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run01.json,,Improve the agent's ability to correctly interpret and report the results of anomaly detection and trend analysis.,2026-05-05T09:03:38.186423+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run03.json,,The agent should provide more accurate and clear information about the peak recorded value and its timestamp. It should also ensure that the final answer is consistent with the data retrieved and the results of the analysis.,2026-05-05T09:03:40.447491+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Review the agent's diagnosis and matching process to ensure alignment with expected failure modes and mechanisms.,2026-05-05T09:03:30.145927+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,manual_confirmed,confirmed,task_verification,final_answer,Internal contradiction: 'low-temperature overheating' diagnosis matched against 'Arc Discharge' (FM-006); two failure mode classes are physically incompatible.,reviewer:2026-05-07,0.3333,False,0.6,False,True,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review the agent's diagnosis and matching process to ensure alignment with expected failure modes and mechanisms.,2026-05-05T09:03:31.379485+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,"Re-evaluate the matching of the diagnosed fault mode to the failure mechanism in the catalogue, as the current match appears incorrect.",2026-05-05T09:03:32.560430+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for invalid severity levels and work order session management,2026-05-05T09:04:13.494268+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for invalid severity inputs and work order session management.,2026-05-05T09:04:14.691221+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run01.json,,Improve error handling for list_assets tool and ensure correct input validation,2026-05-05T09:03:45.487487+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run02.json,,Improve error handling for list_assets tool and ensure correct input validation,2026-05-05T09:03:46.719065+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_main15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run03.json,,Improve error handling for tool calls and ensure all required data is retrieved before generating the final answer.,2026-05-05T09:03:47.973524+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,False,True,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run01.json,,"The agent should retrieve the latest values for all sensors listed in step 1, not just 'load_current_a'.",2026-05-05T09:56:55.685333+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest timestamped values for all sensors listed in step 2. It only retrieved the value for 'load_current_a'. The agent should be modified to loop through all sensors retrieved in step 2 and fetch their latest values.,2026-05-05T09:56:57.186488+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,False,True,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run03.json,,"The agent should retrieve the latest values for all sensors listed in step 1, not just 'load_current_a'.",2026-05-05T09:56:58.807624+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Improve failure mechanism differentiation and provide explicit top-two failure mechanisms,2026-05-05T09:56:44.045989+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Improve failure mechanism differentiation and provide explicit listing of top candidate mechanisms,2026-05-05T09:56:48.301107+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Improve the agent's ability to provide explicit and separate top candidate failure mechanisms and ensure the sequence of operations is correctly followed and justified.,2026-05-05T09:56:49.590303+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run01.json,,Improve datetime parsing for 'get_sensor_readings' and 'trend_analysis' tools,2026-05-05T09:57:27.806433+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,False,True,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run02.json,,Improve datetime parsing and ensure correct data retrieval for the specified time range.,2026-05-05T09:57:29.154528+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,False,True,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run03.json,,Improve datetime parsing for 'get_sensor_readings' and ensure correct data retrieval for the specified timeframe.,2026-05-05T09:57:30.408772+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run01.json,,Improve error handling for work order updates and ensure all steps are successfully executed before finalizing the task.,2026-05-05T09:57:31.622715+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run02.json,,Improve error handling for work order updates and ensure correct severity levels are used in downtime estimation.,2026-05-05T09:57:32.784109+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run03.json,,Improve error handling for work order updates and ensure consistent severity levels.,2026-05-05T09:57:33.950339+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,False,True,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Improve the agent's decision-making process by integrating DGA and thermal data more effectively and provide clear justifications for maintenance decisions.,2026-05-05T09:57:16.138549+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run01.json,,"The agent should correctly identify the peak value and its timestamp, and provide clear justifications for its conclusions.",2026-05-05T09:57:00.246508+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run02.json,,"Improve the agent's ability to correctly identify and report the peak value and its timestamp, and ensure that the final answer is grounded in the retrieved data.",2026-05-05T09:57:01.602973+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run03.json,,"The agent should correctly identify the peak value and its timestamp from the retrieved data and anomalies, and provide a clear justification for its conclusion about whether the current readings are abnormally high.",2026-05-05T09:57:03.095608+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Review the failure mode matching logic to ensure it aligns with the diagnosed fault mode,2026-05-05T09:56:50.810459+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review the failure mode matching logic and ensure correct correlation between DGA diagnosis and failure mechanism.,2026-05-05T09:56:52.084502+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,"The agent failed to correctly match the diagnosed fault mode to the appropriate failure mechanism in the catalogue. The diagnosed fault mode was 'Thermal fault, t < 300 °C', but the agent matched it to 'Arc Discharge (FM-006)' instead of a more appropriate thermal-related failure mechanism. Additionally, the agent did not correctly prioritize sensors based on the key gases associated with the diagnosed fault mode or the matched failure mechanism.",2026-05-05T09:56:53.834555+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve fault record retrieval and work order management to avoid session errors.,2026-05-05T09:57:35.342531+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Agent did not provide any response or trajectory.,2026-05-05T09:57:36.680179+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for downtime estimation and work order updates,2026-05-05T09:57:37.662990+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run01.json,,Improve error handling for list_assets tool and ensure correct input validation,2026-05-05T09:57:08.218667+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run02.json,,Improve error handling for list_assets tool and ensure correct input validation,2026-05-05T09:57:09.431752+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run03.json,,Improve error handling for list_assets tool and ensure correct input validation,2026-05-05T09:57:10.581916+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run02.json,,Ensure the update_work_order tool is called with the correct arguments and handles downstream request failures.,2026-05-05T09:57:39.629426+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run01.json,,"The agent should retrieve the latest timestamped values for all sensors listed in step 1, not just 'load_current_a'.",2026-05-05T09:04:12.716754+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,False,True,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run02.json,,"The agent should retrieve the latest values for all listed sensors, not just 'load_current_a'.",2026-05-05T09:04:14.030581+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run03.json,,"The agent failed to retrieve the latest values for most sensors and did not correctly compile the list as per the task requirements. It should have used the get_sensor_readings tool for all sensors listed in step 1, not just 'load_current_a'. The final answer should have included the latest timestamped values for all sensors.",2026-05-05T09:04:15.323985+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Improve handling of Normal/Inconclusive diagnosis and provide more specific failure mechanisms.,2026-05-05T09:04:07.391443+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_tsfm_02_hotspot_temp_anomaly_run01.json,,Improve datetime parsing and error handling for get_sensor_readings tool,2026-05-05T09:04:49.929362+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_tsfm_02_hotspot_temp_anomaly_run03.json,,Improve datetime parsing and ensure correct data retrieval for the specified time range,2026-05-05T09:04:52.515944+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,manual_confirmed,confirmed,task_verification,tool_execution,WO-20D523B9 created for T-013 with 'invalid severity level' and 'session issue' errors flagged in the trajectory; agent emits the WO as success rather than retrying or replanning.,reviewer:2026-05-07,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run01.json,,Improve error handling for invalid severity levels and session management for work orders.,2026-05-05T09:04:53.723314+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run02.json,,Improve error handling for invalid severity levels and work order updates,2026-05-05T09:04:55.079113+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run03.json,,Improve error handling for work order updates and ensure session management is robust.,2026-05-05T09:04:56.259778+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve the agent's ability to verify results and follow a correct sequence of steps.,2026-05-05T09:04:28.931644+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve the agent's ability to verify results and follow a correct sequence of steps.,2026-05-05T09:04:30.250251+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,Improve verification of results and ensure correct sequence of operations,2026-05-05T09:04:39.077884+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run02.json,,"The agent should provide more specific details about the peak recorded value and its timestamp, and ensure that the final answer is grounded in the retrieved data and analysis results.",2026-05-05T09:04:18.175573+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run03.json,,The agent should correctly identify the peak value and timestamp from the anomaly detection results and provide a clear justification for whether the current readings are abnormally high relative to the recent baseline.,2026-05-05T09:04:19.672994+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,"The agent failed to correctly diagnose the fault mode and match it to the failure mechanism catalogue. It also failed to provide a clear and justified answer. The agent's response contained hallucinations, such as the creation of a work order and estimation of downtime, which were not grounded in the provided context.",2026-05-05T09:04:08.592306+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review failure mode matching logic and sensor prioritization rationale,2026-05-05T09:04:10.156346+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,manual_confirmed,confirmed,task_verification,final_answer,Same low-temp + Arc Discharge (FM-006) contradiction as Y70B / YS_TP / YS70B SGT-014 rows; the pattern recurs on Z70B as well.,reviewer:2026-05-07,0.5,False,0.6,True,True,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve failure mode matching logic and verify critical failure mode handling,2026-05-05T09:04:11.562540+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve error handling for session management and work order updates,2026-05-05T09:04:57.471570+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for work order updates and ensure session management is robust.,2026-05-05T09:04:58.592584+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for session-based work order updates,2026-05-05T09:04:59.947170+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run02.json,,Ensure work order context persists across steps,2026-05-05T09:05:09.606365+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_main15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run03.json,,Improve session management to retain created work orders,2026-05-05T09:05:10.701769+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run01.json,,Improve datetime string format handling and sensor data retrieval,2026-05-05T10:00:30.816769+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run02.json,,"The agent should retrieve the latest values for all sensors listed in Step 1, not just 'load_current_a'.",2026-05-05T10:00:31.824958+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,False,True,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run03.json,,"The agent should retrieve the latest values for all sensors listed in step 1, not just 'load_current_a'.",2026-05-05T10:00:33.198390+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Improve the agent's ability to handle Normal/Inconclusive diagnoses by integrating a more robust failure mode analysis.,2026-05-05T10:00:21.277380+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Improve handling of Normal/Inconclusive diagnosis and provide more specific guidance on next steps,2026-05-05T10:00:25.599801+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_tsfm_02_hotspot_temp_anomaly_run01.json,,Improve datetime parsing and error handling for get_sensor_readings tool.,2026-05-05T10:01:02.391668+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_tsfm_02_hotspot_temp_anomaly_run02.json,,Improve datetime parsing and ensure correct data retrieval for specified timeframes.,2026-05-05T10:01:03.824183+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run01.json,,Review session management for work order updates,2026-05-05T10:01:07.542121+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run02.json,,Improve error handling for tool calls and ensure that all required information is accurately retrieved and updated.,2026-05-05T10:01:09.277175+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run03.json,,Improve error handling for work order updates and ensure consistent severity levels,2026-05-05T10:01:11.507322+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run02.json,,Provide the exact timestamp for the peak recorded value and clarify the comparison between the peak and anomaly values.,2026-05-05T10:00:35.918722+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Replan to correctly match failure modes and improve sensor prioritization logic,2026-05-05T10:00:26.769146+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review the failure mode matching logic and ensure correct sensor prioritization based on actual failure mechanism,2026-05-05T10:00:28.153728+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve failure mode matching and sensor prioritization logic,2026-05-05T10:00:29.490148+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve error handling for session management and ensure work orders are properly updated.,2026-05-05T10:01:12.752423+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for work order updates and ensure session management is robust.,2026-05-05T10:01:14.668087+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for session management and ensure work orders are properly updated.,2026-05-05T10:01:16.503011+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run01.json,,Validate tool_args before executing list_assets,2026-05-05T10:00:41.713372+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,manual_confirmed,confirmed,task_verification,planning,"Berkeley=task_verification by tie-break (latest irreversible mistake is the unearned fleet breakdown). Stage=planning by the separate earliest-unrecoverable rule: the plan never included per-unit retrieval, so the run was already unrecoverable from planning. Fleet-status snapshot only fully populated T-011; healthy/degraded/critical counts asserted without per-unit retrieval.",reviewer:2026-05-07,0.3333,False,0.6,True,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run02.json,,Improve data retrieval accuracy and verify results more thoroughly.,2026-05-05T10:00:42.636908+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run03.json,,Improve data retrieval accuracy and agent sequence correctness,2026-05-05T10:00:43.730090+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run01.json,,Implement session management to persist work orders across interactions,2026-05-05T10:01:18.516040+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_main15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run03.json,,Improve session management to retain work order context between steps,2026-05-05T10:01:28.896939+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest timestamped values for the sensors listed for transformer T-011. It should have used the 'get_latest_reading' tool for each sensor after listing them.,2026-05-05T07:34:10.092995+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_iot_01_list_transformer_sensors_run02.json,,The agent should have used the retrieved sensor list to fetch and display the latest timestamped value for each sensor.,2026-05-05T07:34:11.471061+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_iot_01_list_transformer_sensors_run03.json,,The agent failed to retrieve the latest timestamped values for the sensors and instead only listed the available sensors.,2026-05-05T07:34:12.786287+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Rework function definitions to directly retrieve and process DGA data for analysis,2026-05-05T07:33:56.881053+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Improve grounding by cross-verifying DGA results with multiple diagnostic methods,2026-05-05T07:33:59.629540+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,manual_confirmed,evidence_thin,,,"Sequence is reasonable (get_dga_record -> analyze_dga -> search_failure_modes); judge cites grounding gap but trajectory looks standard, so the dim flag is weak.",reviewer:2026-05-07,0.3333,False,0.6,True,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Improve grounding by directly linking DGA results to failure modes and provide clear rationale for candidate failure mechanisms.,2026-05-05T07:34:00.839920+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_tsfm_02_hotspot_temp_anomaly_run01.json,,The agent should have checked the correct sensor_id before proceeding with anomaly detection.,2026-05-05T07:34:42.113048+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_tsfm_02_hotspot_temp_anomaly_run03.json,,"Check sensor ID and transformer ID, and verify readings for the specified time period.",2026-05-05T07:34:44.507154+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run01.json,,The agent failed to retrieve relevant sensor data and did not properly verify the results. It also did not provide a clear justification for its actions and conclusions.,2026-05-05T07:34:24.407507+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,manual_confirmed,confirmed,task_verification,tool_execution,"Berkeley=task_verification by tie-break (latest irreversible mistake is the WO emission with overheating diagnosis). Stage=tool_execution by earliest-unrecoverable: the first trend_analysis on 'dga_h2_ppm' returned 'No readings' (clean recovery via list_sensors), but the retry on canonical 'winding_temp_top_c' ALSO errored with 'Invalid comparison between dtype=datetime64[ns] and Timestamp' — so the trend pipeline was broken at that tool execution and never recovered. Berkeley and stage rules diverge here.",reviewer:2026-05-07,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run02.json,,The agent failed to properly analyze the trend of relevant sensors and incorrectly inferred the fault mode without sufficient evidence. It also didn't handle errors from tool calls effectively.,2026-05-05T07:34:25.634725+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,manual_confirmed,confirmed,task_verification,tool_execution,"Berkeley=task_verification by tie-break (latest irreversible mistake is the WO creation at end). Stage=tool_execution by earliest-unrecoverable: wrong sensor name 'winding_temp_c' was only partially recovered via list_sensors, so the run was already unrecoverable at tool_execution. Berkeley and stage rules diverge here.",reviewer:2026-05-07,0.5,False,0.6,True,False,False,True,True,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy by handling missing sensor readings and validate the sequence of operations to ensure correct workflow.,2026-05-05T07:34:26.901552+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run01.json,,Improve data retrieval by checking sensor data availability before analysis and provide accurate trend analysis results.,2026-05-05T07:34:28.227177+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run02.json,,Provide a clear plan before executing tool calls and ensure accurate data retrieval and analysis.,2026-05-05T07:34:29.493194+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run03.json,,Check tool calls for errors and ensure data retrieval is accurate before making maintenance decisions.,2026-05-05T07:34:30.876297+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run01.json,,Agent failed to provide any response or solution to the task,2026-05-05T07:34:02.004461+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run03.json,,Agent failed to provide any response or solution to the task,2026-05-05T07:34:04.122679+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run01.json,,Verify transformer ID before executing subsequent steps,2026-05-05T07:34:49.152983+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run02.json,,Ensure the agent retrieves the correct fault record for T-006 and follows the correct sequence of operations.,2026-05-05T07:34:50.302044+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run03.json,,The agent should correctly identify the transformer ID and fault type from the retrieved fault record and use them consistently in subsequent operations.,2026-05-05T07:34:51.690659+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_iot_06_fleet_status_snapshot_run01.json,,Provide a valid final answer to assess the agent's performance.,2026-05-05T07:34:20.388268+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,True,True,False,False,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_iot_06_fleet_status_snapshot_run03.json,,"The agent should retrieve and compare more sensor data for T-005 and T-013, and provide a more detailed analysis of the differences between the healthy and degraded units.",2026-05-05T07:34:22.981630+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx,watsonx70b_main15,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,1,benchmarks/cell_A70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx/2026-05-05_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_multi_07_iot_tsfm_anomaly_burst_run01.json,,The agent did not execute the planned functions and did not provide a final answer that interprets the results of the function calls.,2026-05-05T07:34:35.608723+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_iot_01_list_transformer_sensors_run01.json,,The agent should have called get_sensor_readings for each sensor to retrieve the latest timestamped value.,2026-05-05T07:56:51.795136+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_iot_01_list_transformer_sensors_run02.json,,The agent should have used the 'get_latest_reading' tool to retrieve the latest timestamped value for each sensor after listing the available sensors.,2026-05-05T07:56:53.311762+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_iot_01_list_transformer_sensors_run03.json,,The agent failed to provide the latest timestamped value for each sensor.,2026-05-05T07:56:54.788217+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Rework function definitions to align with task requirements and ensure proper data retrieval and processing.,2026-05-05T07:56:43.056746+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Rework function definitions to align with task requirements and ensure proper data retrieval and processing.,2026-05-05T07:56:46.953128+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run01.json,,Ensure data availability for the specified transformer and sensor before running anomaly detection,2026-05-05T07:57:27.420462+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run02.json,,Check sensor ID and transformer ID for correct naming conventions,2026-05-05T07:57:28.452278+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run03.json,,Check data availability for transformer T-019 and sensor winding_temp_c,2026-05-05T07:57:29.783167+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_wo_01_create_inspection_order_run02.json,,The agent should have retrieved the required skills for the task and included them in the work order.,2026-05-05T07:57:32.249396+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run01.json,,"The agent failed to follow a logical sequence and relied on incorrect or missing data, leading to unverified results and potential hallucinations.",2026-05-05T07:57:08.446779+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run02.json,,The agent should have handled the missing sensor data more effectively and followed a more logical sequence of operations.,2026-05-05T07:57:09.975112+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy by handling missing sensor data; refine agent sequence to better align with task requirements.,2026-05-05T07:57:11.265302+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,manual_confirmed,confirmed,task_verification,final_answer,Wrong sensor name (winding_temp_c) returned no data; agent then asserts 'critical health' and '0-day RUL' which the called tools didn't actually return; missing-evidence final answer.,reviewer:2026-05-07,0.3333,False,0.6,True,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Review tool calls for correct data retrieval and verify the sequence of operations for logical consistency.,2026-05-05T07:57:14.445795+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,The agent should have handled the error from the trend_analysis tool call and not made assumptions about thermal anomaly trends.,2026-05-05T07:57:15.912727+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_iot_04_load_current_overload_check_run01.json,,The agent failed to correctly identify and retrieve the relevant sensor data for 'load_current_a' over the past week and did not properly analyze it to determine if the readings were abnormally high.,2026-05-05T07:56:56.113441+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Agent failed to provide any response or trajectory for the given task.,2026-05-05T07:56:49.379854+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Agent failed to provide any response or trajectory for the given task,2026-05-05T07:56:50.582953+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run01.json,,The agent should correctly identify the transformer ID and ensure consistency throughout the task. It should also verify that the retrieved fault record matches the task requirements.,2026-05-05T07:57:34.781638+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run02.json,,"The agent should correctly identify and use the specified transformer ID T-006 for all operations, ensuring consistency in fault retrieval and work order creation.",2026-05-05T07:57:36.057605+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,manual_confirmed,confirmed,task_verification,tool_execution,Asked about T-006; agent's get_fault_record(F006) returned a T-008 record; agent emits T-008 fault details as the answer for the T-006 task without correcting the lookup.,reviewer:2026-05-07,0.3333,False,0.6,False,False,False,True,True,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run03.json,,The agent should have retrieved the fault record for T-006 instead of T-008. The transformer ID in the get_fault_record call should match the task's specified transformer ID.,2026-05-05T07:57:37.875498+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_iot_06_fleet_status_snapshot_run01.json,,"Provide a complete list of in-service transformers and detailed sensor data for both T-005 and T-013, including a comparison of their operational states.",2026-05-05T07:57:04.208951+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,manual_confirmed,confirmed,task_verification,planning,"Berkeley=task_verification by tie-break (latest irreversible mistake is the unearned 10-healthy/10-degraded breakdown). Stage=planning by earliest-unrecoverable: no get_sensor_readings calls in the trajectory at all, so the plan was missing per-unit retrieval from the start. Berkeley and stage rules diverge here.",reviewer:2026-05-07,0.3333,False,0.6,True,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,watsonx70b_main15,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx/2026-05-05_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_iot_06_fleet_status_snapshot_run03.json,,"Provide a clear plan and follow it, ensure all required information is retrieved and presented clearly, and verify the results for accuracy.",2026-05-05T07:57:07.055328+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_iot_01_list_transformer_sensors_run01.json,,The agent should have retrieved the latest timestamped value for each sensor after listing the available sensors.,2026-05-05T08:17:50.335200+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_iot_01_list_transformer_sensors_run02.json,,The agent should have used the 'get_latest_reading' tool to retrieve the latest timestamped value for each sensor after listing the available sensors.,2026-05-05T08:17:51.837358+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_iot_01_list_transformer_sensors_run03.json,,The agent should have actually called the get_sensor_readings function for each sensor to retrieve the latest timestamped values instead of just providing an example.,2026-05-05T08:17:53.147173+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Rework function definitions to directly retrieve and process DGA data for fault diagnosis,2026-05-05T08:17:42.412226+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Improve grounding by directly using retrieved DGA data in analysis,2026-05-05T08:17:45.107792+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Rework function definitions to align with task requirements and ensure proper data retrieval and processing.,2026-05-05T08:17:46.167318+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run01.json,,Check data availability for transformer 'T-019' and sensor 'winding_temp_c',2026-05-05T08:18:28.517947+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run02.json,,Check data availability for transformer T-019 and sensor winding_temp_c before running anomaly detection.,2026-05-05T08:18:29.790991+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run03.json,,Check data availability for transformer T-019 and sensor winding_temp_c,2026-05-05T08:18:30.993806+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_wo_01_create_inspection_order_run03.json,,The agent should have retrieved the required skills for the task and included them in the work order. It should also have provided a clear plan for the task.,2026-05-05T08:18:34.576147+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval by handling missing sensor data and invalid comparisons; verify results with more accurate trend analysis and fault diagnosis.,2026-05-05T08:18:05.765858+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run02.json,,The agent should have handled missing sensor data more effectively and provided a more detailed analysis based on available information.,2026-05-05T08:18:11.985970+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run03.json,,"The agent should have followed a clear sequence of operations to address the task, starting with retrieving relevant sensor data and performing a trend analysis before making inferences about fault modes and risk.",2026-05-05T08:18:13.327333+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run01.json,,"The agent failed to correctly retrieve and analyze thermal data, leading to hallucinations in the final answer. Improve data retrieval and error handling for missing data.",2026-05-05T08:18:14.830203+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run02.json,,The agent should have handled missing data more robustly and provided a more accurate diagnosis based on available data.,2026-05-05T08:18:16.113395+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,manual_confirmed,confirmed,task_verification,final_answer,Same wrong-sensor pattern (winding_temp_c); agent acknowledges 'no readings' but final answer still proceeds to fault classification with high-priority outage WO.,reviewer:2026-05-07,0.3333,False,0.6,True,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run03.json,,Improve data retrieval and verify results with multiple sources.,2026-05-05T08:18:17.378984+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,manual_confirmed,confirmed,task_verification,tool_execution,Same T-006 vs T-008 confusion as B70B run03; F006 fault_id corresponds to T-008 in the fixture but task asked about T-006; agent treats the mismatch as a non-issue.,reviewer:2026-05-07,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run01.json,,The agent should have retrieved the fault record for T-006 instead of T-008. It should have used the correct transformer ID and fault ID to perform the task.,2026-05-05T08:18:35.759253+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run02.json,,The agent incorrectly retrieved fault record for T-008 instead of T-006 and used incorrect fault type 'Arc Discharge' instead of 'Line Breakage'. The correct fault record should be retrieved and used for accurate estimation and work order creation.,2026-05-05T08:18:37.195980+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run03.json,,Ensure the agent retrieves the correct fault record for the specified transformer ID and verify the input parameters for tool calls.,2026-05-05T08:18:38.727471+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,True,True,False,False,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run01.json,,Provide more detailed telemetry samples for all sensor channels and compare the values between T-005 and T-013.,2026-05-05T08:18:01.816775+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run02.json,,"The agent should provide recent telemetry samples for all available sensor channels for both T-005 and T-013, and compare the operational state of the two units.",2026-05-05T08:18:03.112701+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,manual_confirmed,confirmed,task_verification,planning,"Berkeley=task_verification by tie-break (latest irreversible mistake is the unearned 12-healthy/5-degraded/3-critical fleet breakdown). Stage=planning by earliest-unrecoverable: only T-005 was fully populated via get_sensor_readings, so the plan was already missing per-unit retrieval. Berkeley and stage rules diverge here.",reviewer:2026-05-07,0.3333,False,0.6,True,True,False,False,False,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_iot_06_fleet_status_snapshot_run03.json,,"The agent should retrieve and compare more sensor data for T-005 and T-013, and provide a more detailed analysis of their operational state.",2026-05-05T08:18:04.482303+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,False,True,True,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,watsonx70b_main15,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx/2026-05-05_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_wo_05_inspection_closeout_run01.json,,Ensure correct sequence of operations and provide more direct answers,2026-05-05T08:18:39.879835+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over the list of sensors to retrieve their latest values.,2026-05-05T08:43:57.753093+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool. It should have used get_sensor_readings for each sensor listed in step 1.,2026-05-05T08:43:59.230662+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_iot_01_list_transformer_sensors_run03.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool.,2026-05-05T08:44:00.664992+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_iot_01_list_transformer_sensors_run04.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool.,2026-05-05T08:44:01.772607+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_iot_01_list_transformer_sensors_run05.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool.,2026-05-05T08:44:02.817836+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Provide more accurate failure mechanisms based on retrieved data and ensure the final answer is grounded in the retrieved data.,2026-05-05T08:43:43.163278+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Provide more accurate failure mechanisms based on actual tool outputs and ensure justifications are grounded in retrieved data.,2026-05-05T08:43:47.104901+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Provide more accurate failure mechanisms based on actual sensor correlations and known fault mappings.,2026-05-05T08:43:48.410688+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_01_dga_fault_mode_diagnosis_run04.json,,Provide more accurate failure mechanisms based on actual sensor correlation data,2026-05-05T08:43:49.734713+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_01_dga_fault_mode_diagnosis_run05.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T08:43:50.867442+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_01_create_inspection_order_run01.json,,Improve data retrieval accuracy by fixing the list_sensors tool error and ensure correct tool argument formatting.,2026-05-05T08:44:54.427064+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_01_create_inspection_order_run02.json,,Improve data retrieval accuracy by fixing tool argument validation errors and ensure correct dependencies between steps.,2026-05-05T08:44:56.698753+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_01_create_inspection_order_run03.json,,Improve data retrieval accuracy by fixing the list_sensors tool error and ensure correct tool argument formatting.,2026-05-05T08:44:58.002293+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_01_create_inspection_order_run04.json,,Improve data retrieval accuracy by fixing the list_sensors tool error and ensure correct tool argument formatting.,2026-05-05T08:44:59.248752+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,False,True,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_01_create_inspection_order_run05.json,,Improve data retrieval accuracy by fixing the list_sensors tool error and ensure correct tool argument formatting. Review agent sequence to align with task requirements and verify step dependencies.,2026-05-05T08:45:00.489201+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run01.json,,Review and correct tool usage and argument validation; ensure proper data retrieval and processing; verify results against expected outputs; and provide clear justifications for conclusions drawn.,2026-05-05T08:44:21.310717+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and review agent sequence for correct execution,2026-05-05T08:44:22.575911+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and agent sequence correctness,2026-05-05T08:44:23.623277+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run04.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-05T08:44:24.648955+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run05.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-05T08:44:25.645453+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve failure mode matching and sensor correlation logic,2026-05-05T08:43:51.979086+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve failure mode matching and sensor correlation logic,2026-05-05T08:43:53.121787+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve failure mode matching and sensor correlation logic,2026-05-05T08:43:54.284646+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve failure mode matching and sensor correlation logic,2026-05-05T08:43:55.315750+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,manual_confirmed,confirmed,task_verification,final_answer,Same low-temp + Arc Discharge contradiction as Y70B SGT-014 run02; PE-family rerun reproduces the same failure pattern across different cells.,reviewer:2026-05-07,0.5,False,0.6,True,True,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve search_failure_modes and get_sensor_correlation tool calls to provide accurate failure mechanism matching and sensor correlation results.,2026-05-05T08:43:56.413435+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run01.json,,"Improve input validation and error handling for tool calls, ensure correct usage of tool arguments and status values.",2026-05-05T08:45:02.059204+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for tool calls and ensure correct argument validation and usage.,2026-05-05T08:45:03.297034+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run03.json,,Improve error handling and input validation for tool calls,2026-05-05T08:45:04.538014+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run04.json,,Improve error handling and input validation for tool calls,2026-05-05T08:45:05.812187+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run05.json,,"Improve input validation and error handling for tool calls, ensure correct usage of tool arguments and status values.",2026-05-05T08:45:06.988613+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_iot_06_fleet_status_snapshot_run01.json,,"Improve error handling and input validation for tool calls, ensure complete data retrieval for all required sensor channels",2026-05-05T08:44:14.915361+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_iot_06_fleet_status_snapshot_run02.json,,"Improve error handling and validation for tool calls, ensure complete data retrieval for all required steps",2026-05-05T08:44:16.178444+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_iot_06_fleet_status_snapshot_run03.json,,"Improve tool usage and error handling, ensure correct arguments are passed to tools, and verify data retrieval for all required sensor channels.",2026-05-05T08:44:17.495427+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_iot_06_fleet_status_snapshot_run04.json,,"Improve error handling and validation for tool calls, ensure complete data retrieval for all required steps",2026-05-05T08:44:18.824310+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon_extra15,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_optimized_iot_06_fleet_status_snapshot_run05.json,,"Improve error handling and validation for tool calls, ensure complete data retrieval for all required sensor channels",2026-05-05T08:44:20.068919+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest values for all sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over all sensors to get their latest readings.,2026-05-05T09:40:50.431069+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool.,2026-05-05T09:40:51.940000+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_iot_01_list_transformer_sensors_run03.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over all sensors to get their latest readings.,2026-05-05T09:40:53.016712+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_iot_01_list_transformer_sensors_run04.json,,The agent should be modified to correctly loop through all sensors to retrieve their latest values and ensure that the get_asset_metadata tool is used correctly or replaced with an appropriate alternative.,2026-05-05T09:40:54.485340+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_iot_01_list_transformer_sensors_run05.json,,The agent should be modified to correctly loop through all sensors to retrieve their latest values and ensure that the get_asset_metadata tool is used correctly or replaced with the appropriate functionality.,2026-05-05T09:40:56.003895+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_01_dga_fault_mode_diagnosis_run01.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T09:40:34.436495+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Improve grounding of failure mechanisms and provide more specific correlation evidence.,2026-05-05T09:40:38.489677+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,manual_confirmed,confirmed,task_verification,final_answer,Final answer's two candidates are paraphrases of the same primary fault mode rather than two distinct mechanisms; not grounded in tool outputs.,reviewer:2026-05-07,0.3333,False,0.6,False,True,True,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_01_dga_fault_mode_diagnosis_run03.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T09:40:39.642884+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,manual_confirmed,confirmed,task_verification,verification,Identical Low-Temp Overheating answer as run03; verified-PE verification step doesn't catch that 'top two' aren't actually two distinct candidates.,reviewer:2026-05-07,0.5,False,0.6,True,True,True,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_01_dga_fault_mode_diagnosis_run04.json,,Improve grounding of failure mechanisms with actual sensor data correlation,2026-05-05T09:40:41.118206+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_01_dga_fault_mode_diagnosis_run05.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T09:40:42.319118+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_01_create_inspection_order_run01.json,,Improve data retrieval accuracy and verify results; correct agent sequence and provide clear justification for steps taken.,2026-05-05T09:41:52.869560+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_01_create_inspection_order_run02.json,,Improve data retrieval accuracy and verify results; correct agent sequence to follow a more linear and less repetitive plan.,2026-05-05T09:41:54.206109+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_01_create_inspection_order_run03.json,,Improve tool argument validation and handling of errors,2026-05-05T09:41:55.486962+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_01_create_inspection_order_run04.json,,"Improve data retrieval and processing accuracy, ensure correct sequence of operations, and provide clear justifications for the final answer.",2026-05-05T09:41:56.551009+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_01_create_inspection_order_run05.json,,Improve data retrieval accuracy and verify results; refine agent sequence and provide clearer justifications.,2026-05-05T09:41:58.038040+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T09:41:15.985703+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval and verification processes,2026-05-05T09:41:17.263127+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run03.json,,Replan to handle validation errors and ensure all required arguments are provided for each step,2026-05-05T09:41:18.427930+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T09:41:19.822709+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and verify results,2026-05-05T09:41:20.903928+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve error handling for failure mode identification and ensure correct catalogue matching,2026-05-05T09:40:43.717914+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-05T09:40:44.976375+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve error handling and provide more robust failure mode matching,2026-05-05T09:40:46.182985+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-05T09:40:47.511706+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-05T09:40:48.981531+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run01.json,,"Improve input validation and handling for tool calls, ensure correct fault record retrieval for the specified transformer ID",2026-05-05T09:41:59.528822+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run02.json,,"Improve input validation and handling for tool calls, ensure correct fault record retrieval for the specified transformer ID",2026-05-05T09:42:00.912694+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run03.json,,"Improve input validation and handling for tool calls, ensure correct fault record retrieval for the specified transformer ID",2026-05-05T09:42:02.404635+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run04.json,,"Improve input validation and handling for tool calls, ensure correct transformer ID is used throughout the task",2026-05-05T09:42:03.795490+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run05.json,,"Improve input validation and handling for tools like list_fault_records, estimate_downtime, and update_work_order to avoid errors due to invalid inputs.",2026-05-05T09:42:05.128650+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_iot_06_fleet_status_snapshot_run01.json,,"The agent failed to correctly execute the task due to errors in tool usage and data retrieval, resulting in incomplete and inaccurate information.",2026-05-05T09:41:08.776414+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_iot_06_fleet_status_snapshot_run02.json,,"The agent failed to provide a complete and accurate response. It did not correctly list all in-service transformers, and it did not provide recent telemetry samples for all sensor channels. The agent also hallucinated data for T-013 in step 3 and T-005 and T-013 in step 4.",2026-05-05T09:41:09.912177+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_iot_06_fleet_status_snapshot_run03.json,,The agent failed to provide a complete and accurate response. It should have provided recent telemetry samples for all sensor channels and compared the operational state of the two units. The agent should also ensure that the data retrieval is accurate and complete.,2026-05-05T09:41:11.574861+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_iot_06_fleet_status_snapshot_run04.json,,"The agent's response contains multiple issues, including incomplete data retrieval, incorrect sequencing, and hallucinations. Improve data retrieval accuracy and verify results more thoroughly.",2026-05-05T09:41:13.014910+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon_extra15,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_optimized_iot_06_fleet_status_snapshot_run05.json,,The agent should improve data retrieval and grounding to avoid hallucinations and provide more accurate results.,2026-05-05T09:41:14.572751+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest values for all sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over the list of sensors to get their latest readings.,2026-05-05T16:36:14.735742+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool. It should have used get_sensor_readings for each sensor listed in step 1.,2026-05-05T16:36:16.359171+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run03.json,,The agent failed to retrieve the latest values for all sensors and incorrectly used the get_asset_metadata tool. It should have used get_sensor_readings for each sensor listed in step 1.,2026-05-05T16:36:17.954399+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run04.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool.,2026-05-05T16:36:19.659523+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run05.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool. It should have used get_sensor_readings for each sensor listed in step 1.,2026-05-05T16:36:20.843685+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Provide the top two candidate failure mechanisms with proper correlation to the DGA data and failure mode,2026-05-05T16:35:57.555800+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Provide explicit correlation between DGA results and failure mechanisms; clarify how the top two failure mechanisms were derived,2026-05-05T16:36:02.011897+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,The agent failed to provide the top two candidate failure mechanisms as requested. The final answer contained generic descriptions instead of specific mechanisms supported by the tool outputs.,2026-05-05T16:36:03.468312+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run04.json,,The agent should provide a more accurate and detailed explanation of the top two candidate failure mechanisms and ensure that the final answer is grounded in the evidence provided by the tool calls.,2026-05-05T16:36:05.054416+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run05.json,,The agent should provide a more accurate and detailed explanation of the top two candidate failure mechanisms and ensure that the final answer is grounded in the evidence provided by the tool calls.,2026-05-05T16:36:06.502787+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run03.json,,Improve task completion by summarizing anomalies within the past 7 days and provide clearer justification for the final answer.,2026-05-05T16:37:19.217010+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run01.json,,Improve data retrieval accuracy by validating tool arguments and responses. Review agent sequence to ensure correct dependency between steps.,2026-05-05T16:37:23.521253+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run02.json,,Improve data retrieval accuracy and ensure correct sequence of operations.,2026-05-05T16:37:24.883711+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run03.json,,Improve data retrieval accuracy by validating tool arguments and responses. Review agent sequence to ensure correct dependencies between steps.,2026-05-05T16:37:25.975260+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run04.json,,Improve data retrieval accuracy and ensure correct agent sequence.,2026-05-05T16:37:27.425371+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run05.json,,Improve data retrieval accuracy by validating tool arguments and responses. Review agent sequence to ensure correct dependencies between steps.,2026-05-05T16:37:28.782896+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T16:36:46.621567+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and agent sequence correctness,2026-05-05T16:36:47.917619+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and verify results; correct agent sequence to follow plan,2026-05-05T16:36:49.073972+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,Review tool argument validation and error handling,2026-05-05T16:36:50.330654+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T16:36:07.947317+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve data retrieval accuracy and verify results against ground truth.,2026-05-05T16:36:09.179631+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve data retrieval accuracy and verify results against ground truth; review agent sequence for optimal tool usage.,2026-05-05T16:36:10.358023+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve data retrieval accuracy and verify results against ground truth; review agent sequence for optimal task execution.,2026-05-05T16:36:11.683928+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve data retrieval accuracy and verify results against ground truth,2026-05-05T16:36:13.188384+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve data retrieval to correctly identify fault records for T-006 and ensure correct severity levels for downtime estimation.,2026-05-05T16:37:30.096155+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve fault record retrieval for correct transformer ID and handle severity level validation for downtime estimation.,2026-05-05T16:37:31.386474+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Ensure correct transformer ID is used and validate tool arguments before execution.,2026-05-05T16:37:32.539856+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve data retrieval accuracy by ensuring correct transformer ID is used and validate tool arguments before execution.,2026-05-05T16:37:33.956886+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve data retrieval by ensuring correct transformer ID is used and validate work order creation and update processes.,2026-05-05T16:37:35.450760+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run01.json,,Improve error handling and input validation for tool calls,2026-05-05T16:36:35.193688+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run02.json,,"Improve error handling and input validation for tool calls, ensure complete data retrieval for all required sensor channels",2026-05-05T16:36:37.528915+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run03.json,,"Improve error handling and validation for tool arguments, ensure complete data retrieval for all required sensor channels",2026-05-05T16:36:39.303025+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run04.json,,Improve error handling for tool calls and ensure all required data is retrieved before generating the final answer.,2026-05-05T16:36:40.779371+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run05.json,,"Improve error handling and validation for tool arguments, ensure complete data retrieval for all required sensor channels",2026-05-05T16:36:42.239025+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_07_iot_tsfm_anomaly_burst_run01.json,,The agent should have retrieved the typical operating range for the winding temperature on T-014 and followed a more logical sequence of operations.,2026-05-05T16:37:03.830686+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_07_iot_tsfm_anomaly_burst_run03.json,,The agent should have retrieved the typical operating range for winding temperature on T-014 and followed a more logical sequence of operations.,2026-05-05T16:37:06.762439+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_07_iot_tsfm_anomaly_burst_run04.json,,Improve data retrieval for typical operating range and align agent sequence with task requirements,2026-05-05T16:37:08.217991+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_07_iot_tsfm_anomaly_burst_run05.json,,"Improve data retrieval accuracy by ensuring all required information is fetched, and review the agent sequence to align with the task requirements.",2026-05-05T16:37:09.581887+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run01.json,,Review error handling for work order updates and ensure correct input validation for list_assets tool.,2026-05-05T16:37:36.845687+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run02.json,,Review error handling for work order updates and ensure correct tool usage for status changes.,2026-05-05T16:37:38.270548+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run03.json,,Review tool usage and error handling for work order management,2026-05-05T16:37:39.503540+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run04.json,,Review error handling for work order updates and ensure correct tool usage for status changes.,2026-05-05T16:37:40.886269+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run05.json,,Review error handling for work order updates and ensure correct tool usage for status changes.,2026-05-05T16:37:42.437496+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over the list of sensors to retrieve their latest values.,2026-05-05T09:40:50.334744+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool.,2026-05-05T09:40:51.924325+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run03.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool.,2026-05-05T09:40:53.215309+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run04.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool.,2026-05-05T09:40:54.456193+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run05.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool.,2026-05-05T09:40:55.686118+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Provide more accurate failure mechanisms based on actual sensor correlations and known fault mappings.,2026-05-05T09:40:39.044840+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Provide more accurate failure mechanisms based on actual data and known correlations,2026-05-05T09:40:40.281817+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run04.json,,Provide more accurate failure mechanisms based on the actual tool response and ensure the final answer is grounded in the retrieved data.,2026-05-05T09:40:41.681557+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run05.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T09:40:43.189095+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,False,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run01.json,,Improve data retrieval accuracy and agent sequence correctness.,2026-05-05T09:41:56.994024+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,manual_confirmed,confirmed,task_verification,tool_execution,"WO created with empty playbook fields ('Required skills: Not specified', no technician); arguments not validated against playbook minima before WO emission.",reviewer:2026-05-07,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run02.json,,Improve data retrieval accuracy by validating tool arguments and responses.,2026-05-05T09:41:58.233032+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run03.json,,Improve data retrieval accuracy and correct the agent sequence to ensure all steps are executed correctly and in the right order.,2026-05-05T09:41:59.502684+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,False,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run04.json,,Improve data retrieval accuracy and correct agent sequence; provide clearer justification for task completion.,2026-05-05T09:42:01.022302+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run05.json,,Improve data retrieval accuracy and review agent sequence for correct dependencies.,2026-05-05T09:42:02.355759+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Review and correct tool usage and error handling,2026-05-05T09:41:16.400643+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and agent sequence correctness,2026-05-05T09:41:17.614318+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Review and correct tool usage and argument validation; ensure proper data retrieval and processing; verify results against expected outputs; and provide clear justifications for the final answer.,2026-05-05T09:41:18.970911+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy by validating tool arguments and handling errors; review agent sequence to ensure correct dependencies between steps.,2026-05-05T09:41:21.691636+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve failure mode matching and sensor correlation logic,2026-05-05T09:40:45.478470+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve failure mode matching and sensor correlation logic,2026-05-05T09:40:48.040099+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve fault record retrieval and downtime estimation logic,2026-05-05T09:42:03.643538+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-05T09:42:04.967688+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for tool calls and ensure correct argument validation,2026-05-05T09:42:06.384539+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve error handling for tool calls and ensure correct argument validation,2026-05-05T09:42:07.671819+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-05T09:42:08.999987+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run01.json,,"Improve error handling and validation for tool inputs, ensure complete data retrieval for all required sensor channels",2026-05-05T09:41:09.351651+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run02.json,,Improve tool usage and error handling to provide complete and accurate information,2026-05-05T09:41:10.768256+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run03.json,,"Improve error handling and validation for tool calls, ensure complete data retrieval for all required steps",2026-05-05T09:41:12.517836+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run04.json,,"Improve tool usage and error handling, ensure correct arguments are passed to tools, and handle missing data gracefully.",2026-05-05T09:41:13.720823+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run05.json,,"Improve error handling and validation for tool calls, ensure complete data retrieval for all required steps",2026-05-05T09:41:15.023572+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run01.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T09:42:10.270916+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run02.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T09:42:11.655099+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run03.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T09:42:12.871579+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run04.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T09:42:14.054935+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run05.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T09:42:15.311924+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run01.json,,The agent failed to correctly retrieve and process the required data for all sensors and incorrectly executed the get_asset_metadata tool. Review and correct the tool calls and error handling.,2026-05-05T16:28:19.620252+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run02.json,,Re-evaluate and correct the get_asset_metadata tool call and response handling,2026-05-05T16:28:21.100623+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run03.json,,Review and correct the get_asset_metadata tool call and response to ensure proper retrieval of required metadata.,2026-05-05T16:28:22.603137+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run04.json,,Re-evaluate the get_sensor_readings tool call to fetch data for all sensors at once and correct the get_asset_metadata tool call arguments to match the expected input format.,2026-05-05T16:28:23.905204+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run05.json,,Review and correct the get_asset_metadata tool call and response to ensure proper retrieval of required metadata.,2026-05-05T16:28:25.423122+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T16:28:02.887539+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T16:28:07.096123+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Provide more accurate mapping between DGA results and failure mechanisms,2026-05-05T16:28:08.437131+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run05.json,,Provide more accurate failure mechanisms based on actual sensor correlations and verify generalized results against known fault patterns.,2026-05-05T16:28:11.434964+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run01.json,,Repair the list_sensors tool to provide valid output,2026-05-05T16:29:29.930544+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run02.json,,Repair the list_sensors tool to provide valid output,2026-05-05T16:29:31.371228+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run03.json,,Review and correct the list_sensors tool call and response to ensure proper data retrieval and processing.,2026-05-05T16:29:32.526352+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run04.json,,Review and correct the list_sensors tool call and response to ensure required data is retrieved accurately.,2026-05-05T16:29:33.871650+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run05.json,,Review and correct the list_sensors tool call and response to ensure required data is retrieved accurately.,2026-05-05T16:29:35.208847+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Repair get_asset_metadata and list_assets steps,2026-05-05T16:28:47.618566+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,Repair get_asset_metadata and dependent steps,2026-05-05T16:28:48.911715+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Repair get_asset_metadata and list_assets steps to provide required evidence,2026-05-05T16:28:50.265667+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,Repair get_asset_metadata and dependent steps,2026-05-05T16:28:51.563226+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,Repair get_asset_metadata and dependent steps,2026-05-05T16:28:52.685552+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-05T16:28:12.842097+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-05T16:28:14.319803+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Rerun or repair the evidence retrieval step for get_sensor_correlation before making a maintenance recommendation.,2026-05-05T16:28:15.649765+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-05T16:28:17.123707+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-05T16:28:18.477516+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Review and correct the initial data retrieval step to ensure accurate fault record retrieval.,2026-05-05T16:29:36.554951+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Review and correct the list_fault_records tool call arguments and ensure proper fault_id is used in get_fault_record.,2026-05-05T16:29:37.840804+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Review and correct the initial data retrieval step to ensure accurate fault record retrieval.,2026-05-05T16:29:39.324064+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Review and correct the list_fault_records tool call arguments and error handling.,2026-05-05T16:29:40.674433+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Review and correct the initial data retrieval step to ensure accurate fault record retrieval.,2026-05-05T16:29:42.222742+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run01.json,,Repair get_asset_metadata step to correctly retrieve metadata for T-005 and T-013,2026-05-05T16:28:41.011770+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run02.json,,"Review and correct the tool usage for list_assets and get_asset_metadata, ensure correct arguments are passed",2026-05-05T16:28:42.479384+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run03.json,,Review and correct tool usage for list_assets and get_asset_metadata,2026-05-05T16:28:43.848062+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run04.json,,Review and correct tool usage for list_assets and get_asset_metadata,2026-05-05T16:28:45.214043+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run05.json,,Review and correct tool usage for list_assets and get_asset_metadata,2026-05-05T16:28:46.398723+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run01.json,,Improve work order retrieval and update logic to avoid 'not found' errors.,2026-05-05T16:29:43.715063+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run02.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:29:45.269311+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run03.json,,Improve error handling for work order updates and ensure consistent session management.,2026-05-05T16:29:46.694703+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run04.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:29:48.141338+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run05.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:29:54.557164+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest values for all sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over the list of sensors to get their latest readings.,2026-05-05T16:32:19.041626+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest values for all sensors and incorrectly used the get_asset_metadata tool. It should have used get_sensor_readings for each sensor listed in step 1.,2026-05-05T16:32:21.127641+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run03.json,,The agent failed to retrieve the latest values for all sensors and incorrectly used the get_asset_metadata tool. It should have used get_sensor_readings for each sensor.,2026-05-05T16:32:37.303298+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run04.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool.,2026-05-05T16:32:38.935503+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run05.json,,The agent failed to retrieve the latest values for most sensors and incorrectly used the get_asset_metadata tool. It should have used get_sensor_readings for each sensor listed in step 1.,2026-05-05T16:32:42.545419+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T16:31:59.119187+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T16:32:03.048320+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Provide more accurate mapping between DGA results and failure mechanisms,2026-05-05T16:32:04.580834+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run04.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T16:32:05.983578+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run05.json,,Improve grounding of failure mechanisms and provide more specific justification for the identified fault mode.,2026-05-05T16:32:07.253638+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run02.json,,Review tool argument validation and dependency between steps,2026-05-05T16:33:47.900368+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run03.json,,Review tool argument validation and correct errors in list_sensors and list_assets calls,2026-05-05T16:33:49.199268+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run04.json,,Review tool argument validation and correct errors in list_sensors and list_assets calls,2026-05-05T16:33:50.717114+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run05.json,,Review tool argument validation and correct errors in list_sensors and list_assets calls,2026-05-05T16:33:52.154427+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and ensure correct sequence of operations,2026-05-05T16:33:06.385656+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, ensure correct sequence of operations, and verify results against multiple sources",2026-05-05T16:33:07.691713+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and review agent sequence for correctness,2026-05-05T16:33:08.981768+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and review agent sequence for potential errors,2026-05-05T16:33:10.206082+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,"Improve data retrieval and processing, ensure correct sequence of operations",2026-05-05T16:33:11.336646+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T16:32:08.972960+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve data retrieval accuracy and verify results against ground truth,2026-05-05T16:32:10.300029+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T16:32:11.913314+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve data retrieval accuracy and verify results against known failure modes.,2026-05-05T16:32:13.228207+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T16:32:17.365660+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve data retrieval for specific transformer IDs and validate tool arguments to prevent errors.,2026-05-05T16:33:53.691506+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve data retrieval for specific transformer IDs and validate tool arguments to prevent errors.,2026-05-05T16:33:54.999968+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve data retrieval for specific transformer IDs and handle work order session management.,2026-05-05T16:33:56.301467+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve data retrieval for specific transformer IDs and handle errors in tool calls more effectively.,2026-05-05T16:33:57.583954+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve data retrieval for specific transformer IDs and handle work order session management.,2026-05-05T16:33:59.017747+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run01.json,,Improve error handling for tool calls and ensure all required data is retrieved before generating the final answer.,2026-05-05T16:32:57.768165+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run02.json,,"Improve error handling and input validation for tool calls, ensure complete data retrieval for all required sensor channels",2026-05-05T16:32:59.837741+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run03.json,,"Improve error handling and validation for tool arguments, ensure complete retrieval of required data, and verify results against expected outputs.",2026-05-05T16:33:01.216985+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run04.json,,"Improve error handling and validation for tool arguments, ensure complete data retrieval for all required sensor channels",2026-05-05T16:33:02.622034+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run05.json,,"Improve error handling and validation for tool arguments, ensure complete data retrieval for all required sensor channels",2026-05-05T16:33:05.058182+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run01.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:34:00.473550+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run02.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:34:01.717960+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run03.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:34:02.989118+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run04.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:34:04.368787+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15_4tier,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run05.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:34:05.834147+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest values for all sensors and incorrectly executed the get_asset_metadata tool. The agent should be modified to handle sensor data retrieval in parallel or with a single call for all sensors.,2026-05-05T16:38:02.583646+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run02.json,,"The agent should have retrieved the latest values for all sensors, not just 'load_current_a'. The get_sensor_readings tool should be called for each sensor. The final answer should include the latest timestamped values for all sensors.",2026-05-05T16:38:04.243401+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run03.json,,"The agent should have retrieved the latest values for all sensors, not just 'load_current_a'. The get_sensor_readings tool should be called for each sensor. The final answer should include the latest timestamped values for all sensors.",2026-05-05T16:38:05.895704+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run04.json,,The agent failed to retrieve the latest values for all sensors and incorrectly executed the get_asset_metadata tool. Replan to correctly retrieve all sensor values and ensure proper tool usage.,2026-05-05T16:38:07.847274+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run05.json,,"The agent should have retrieved the latest values for all sensors, not just 'load_current_a'. The plan should be revised to correctly handle getting the latest values for all sensors listed in step 1.",2026-05-05T16:38:09.265145+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,The agent failed to provide the top two candidate failure mechanisms as required by the task. The final answer should be grounded in the results from the tool calls and provide clear justification.,2026-05-05T16:37:44.163514+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,The agent failed to provide the top two candidate failure mechanisms as required by the task. The final answer should be grounded in the evidence and results from the tool calls.,2026-05-05T16:37:48.299494+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,The agent failed to provide the top two candidate failure mechanisms as required by the task. The final answer should be grounded in the evidence and results from the tool calls.,2026-05-05T16:37:50.183634+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run04.json,,The agent failed to provide the top two candidate failure mechanisms as required by the task. The final answer should be grounded in the results from the tool calls and provide clear justification.,2026-05-05T16:37:51.834456+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run05.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure that the final answer is grounded in the evidence provided by the tool calls.,2026-05-05T16:37:53.945659+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run01.json,,Review and correct the tool arguments and dependencies in the agent plan to ensure successful task completion.,2026-05-05T16:39:10.929861+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run02.json,,Improve data retrieval accuracy and correct the agent sequence.,2026-05-05T16:39:12.334195+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run03.json,,"Improve data retrieval and processing, correct agent sequence, and enhance clarity and justification.",2026-05-05T16:39:13.663854+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run04.json,,"Improve data retrieval and processing accuracy, ensure correct sequence of operations, and provide clear justifications for the final answer.",2026-05-05T16:39:15.256597+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run05.json,,"Review and correct tool argument validation errors, ensure consistent and accurate data retrieval, and verify the agent's sequence of operations.",2026-05-05T16:39:16.602339+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Review tool usage and argument validation to prevent errors,2026-05-05T16:38:31.887770+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Review and correct tool argument formatting to prevent validation errors; ensure consistent and accurate data retrieval and processing.,2026-05-05T16:38:33.137619+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,Review tool usage and argument validation to prevent errors.,2026-05-05T16:38:34.799054+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Review tool usage and argument validation to prevent errors and hallucinations.,2026-05-05T16:38:35.915184+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T16:37:55.539601+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve failure mode matching logic and ensure consistent use of diagnosis results throughout the process,2026-05-05T16:37:56.790317+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve data retrieval accuracy and verify results against expected failure modes.,2026-05-05T16:37:58.195302+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,The agent should improve its failure mode matching logic and ensure that the selected failure mode aligns with the initial DGA diagnosis.,2026-05-05T16:37:59.384740+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,The agent should improve its failure mode matching and sensor prioritization logic to align with the diagnosed fault mode and provide clear justifications for its recommendations.,2026-05-05T16:38:00.940497+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve data retrieval for the correct transformer ID and handle severity level validation for downtime estimation.,2026-05-05T16:39:18.105371+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,"Improve input validation and handling for tool calls, ensure correct transformer ID is used throughout the task",2026-05-05T16:39:19.403119+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve data retrieval by ensuring correct input parameters and enhance error handling for tool calls.,2026-05-05T16:39:20.707664+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,"Improve input validation and handling for tool calls, especially for list_fault_records and estimate_downtime. Ensure work order IDs are properly tracked across sessions.",2026-05-05T16:39:22.057247+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,"Improve input validation and handling for tool calls, ensure correct transformer ID is used, and verify work order creation and update processes.",2026-05-05T16:39:23.588039+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run01.json,,The agent failed to correctly execute the task due to errors in tool usage and data retrieval. It should improve in providing accurate and complete data for both healthy and degraded units.,2026-05-05T16:38:23.191888+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run02.json,,"The agent failed to provide a complete and accurate response to the task. It did not successfully retrieve recent telemetry samples for all sensor channels, and the final answer contained incomplete information. The agent also hallucinated by providing sensor channel data without actual recent samples.",2026-05-05T16:38:24.810934+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run03.json,,The agent should improve data retrieval and grounding to avoid hallucinations and provide more accurate results.,2026-05-05T16:38:26.314931+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run04.json,,The agent should improve data retrieval and grounding to avoid hallucinations and provide more accurate results.,2026-05-05T16:38:27.610989+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run05.json,,The agent failed to provide complete and accurate information for the task. It should have retrieved recent telemetry samples for all sensor channels and provided a comparative analysis between the healthy and degraded units.,2026-05-05T16:38:29.044954+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_07_iot_tsfm_anomaly_burst_run01.json,,The agent should have retrieved the typical operating range for the winding temperature on T-014 and used it to inform the analysis. The sequence of steps could be optimized to focus on the most relevant information.,2026-05-05T16:38:49.893488+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_07_iot_tsfm_anomaly_burst_run02.json,,The agent should improve data retrieval accuracy by ensuring all required data is fetched correctly. The sequence of operations should be reviewed to ensure it aligns with the task requirements.,2026-05-05T16:38:51.952877+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,manual_confirmed,confirmed,task_verification,verification,Anomaly check ran but no operating-range comparison against the expected winding-temp limit; the analysis is incomplete without that threshold lookup.,reviewer:2026-05-07,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_07_iot_tsfm_anomaly_burst_run03.json,,The agent should have retrieved the typical operating range for the winding temperature on T-014 and used it to inform the analysis.,2026-05-05T16:38:53.598557+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_07_iot_tsfm_anomaly_burst_run04.json,,The agent should have retrieved the typical operating range for the winding temperature on T-014 and used it to inform the analysis.,2026-05-05T16:38:54.876226+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-025,data/scenarios/multi_07_iot_tsfm_anomaly_burst.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_07_iot_tsfm_anomaly_burst_run05.json,,The agent should have retrieved the typical operating range for the winding temperature on T-014 and used it to inform the analysis. The sequence of operations could be optimized to directly use relevant data.,2026-05-05T16:38:56.154356+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run01.json,,Review error handling for work order updates and ensure correct tool usage.,2026-05-05T16:39:25.164976+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run02.json,,Improve error handling for work order updates and ensure correct tool usage for listing assets.,2026-05-05T16:39:26.679190+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run03.json,,Review the list_assets tool arguments and ensure they match the expected input type; verify work order creation and update logic to handle session-based work order retrieval.,2026-05-05T16:39:27.993926+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run04.json,,Improve error handling for work order updates and ensure work order IDs are properly tracked across sessions.,2026-05-05T16:39:29.635951+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run05.json,,Improve error handling for work order updates and ensure correct tool usage.,2026-05-05T16:39:31.361844+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run01.json,,The agent failed to retrieve the latest values for all sensors and incorrectly executed the get_asset_metadata tool. It should have iterated over all sensors to get their latest values and correctly formatted the arguments for get_asset_metadata.,2026-05-05T16:26:32.506512+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool.,2026-05-05T16:26:34.487514+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run03.json,,The agent should correctly loop through all sensors to retrieve their latest values and ensure all steps are executed as planned.,2026-05-05T16:26:35.932234+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run04.json,,The agent should correctly iterate through all sensors to retrieve their latest values and ensure proper error handling for tool calls.,2026-05-05T16:26:37.414075+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run05.json,,The agent failed to retrieve the latest values for most sensors and incorrectly executed the get_asset_metadata tool.,2026-05-05T16:26:39.372153+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T16:26:15.025991+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,The agent failed to provide the top two candidate failure mechanisms as required by the task. The final answer should have been more grounded in the results from the tool calls.,2026-05-05T16:26:19.581871+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T16:26:21.190460+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run04.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T16:26:22.631565+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run05.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T16:26:24.017114+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run01.json,,Improve data retrieval and processing steps to avoid validation errors and ensure accurate results.,2026-05-05T16:27:41.497743+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run02.json,,Improve data retrieval accuracy and verify results; correct agent sequence and provide clearer justifications.,2026-05-05T16:27:42.811386+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run03.json,,"Improve data retrieval and processing accuracy, verify results, and optimize the agent's sequence of operations.",2026-05-05T16:27:44.059623+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run04.json,,Improve tool argument validation and handling of errors,2026-05-05T16:27:45.526475+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run05.json,,Improve data retrieval accuracy and verify results; correct agent sequence and provide clearer justifications.,2026-05-05T16:27:46.755253+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and verify results against expected outputs; review and correct the agent's sequence to match the task requirements.,2026-05-05T16:27:02.208525+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T16:27:03.760889+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and verify results against expected outputs; review and adjust the agent sequence to ensure correct dependencies and tool usage.,2026-05-05T16:27:05.062117+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Replan and adjust steps to handle missing or incorrect arguments; verify data retrieval and processing for accuracy,2026-05-05T16:27:06.802842+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve error handling and fallback mechanisms for failed steps,2026-05-05T16:26:25.516401+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-05T16:26:26.776107+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-05T16:26:27.987385+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-05T16:26:29.596986+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-05T16:26:31.012452+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,"Improve input validation and handling for tool calls, especially for 'list_fault_records' and 'estimate_downtime'. Ensure correct data is retrieved for the specified transformer ID.",2026-05-05T16:27:48.266562+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve data retrieval for correct transformer ID and fault details; validate work order creation and update processes.,2026-05-05T16:27:49.999555+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve data retrieval for correct transformer ID and fault details; validate work order creation and update processes.,2026-05-05T16:27:51.492617+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve data retrieval for correct transformer ID and fault details; validate work order creation and update processes.,2026-05-05T16:27:52.963976+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,"Improve input validation and error handling for tool calls, ensure correct transformer ID is used in all steps",2026-05-05T16:27:54.297169+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run01.json,,The agent failed to correctly list the available sensor channels and retrieve recent telemetry samples for both the healthy and degraded units. The final answer contains incomplete and inconsistent data.,2026-05-05T16:26:53.580283+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run02.json,,Improve data retrieval and handling of missing samples,2026-05-05T16:26:55.086327+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run03.json,,"The agent failed to provide complete and accurate data for the task, and the final answer contained multiple instances of '(no recent sample available)', indicating a failure in data retrieval.",2026-05-05T16:26:56.272219+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run04.json,,The agent failed to provide complete and accurate information for the task. It should have retrieved recent telemetry samples for all sensor channels and provided a more detailed comparison between the healthy and degraded units.,2026-05-05T16:26:57.753422+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run05.json,,The agent should improve data retrieval and grounding to avoid hallucinations and provide more accurate results.,2026-05-05T16:26:59.241264+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run01.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:27:55.856660+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run02.json,,Improve work order retrieval and update logic to avoid 'not found' errors.,2026-05-05T16:27:57.117519+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run03.json,,Improve error handling for work order retrieval and update operations,2026-05-05T16:27:58.424508+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run04.json,,Improve work order retrieval and update logic to avoid 'not found' errors.,2026-05-05T16:27:59.741471+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run05.json,,Improve work order retrieval and update logic,2026-05-05T16:28:01.101312+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run01.json,,Replan step 2 to retrieve latest values for all sensors and correct step 4 tool arguments,2026-05-05T16:30:14.322294+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run02.json,,Replan step 2 to retrieve all sensor readings in one call and verify tool arguments for get_asset_metadata,2026-05-05T16:30:15.748111+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run03.json,,Review and correct the get_asset_metadata tool call and response handling,2026-05-05T16:30:17.169728+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run04.json,,Replan step 2 to fetch all sensor readings in one call and verify tool arguments for get_asset_metadata,2026-05-05T16:30:18.406950+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run05.json,,Review and correct the get_asset_metadata tool call and response handling,2026-05-05T16:30:19.981069+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T16:29:56.251889+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T16:30:00.720251+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,Improve grounding of failure mechanisms with actual sensor correlation data,2026-05-05T16:30:02.431561+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run04.json,,"The agent failed to provide the top two candidate failure mechanisms as required by the task. The final answer should have been more grounded in the results from the tool calls, and the justification should have been clearer.",2026-05-05T16:30:03.721661+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run05.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T16:30:05.299442+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run01.json,,Improve tool argument validation and handling of errors,2026-05-05T16:31:21.734746+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run02.json,,Improve tool argument validation and handling of errors,2026-05-05T16:31:23.003021+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run03.json,,"Improve data retrieval and processing accuracy, review and correct the agent's sequence of operations, and enhance clarity and justification in the final answer.",2026-05-05T16:31:25.049776+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run04.json,,"Improve data retrieval and processing accuracy, verify results, and correct the agent's sequence of operations.",2026-05-05T16:31:26.285260+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run05.json,,Improve data retrieval accuracy and verify results; correct agent sequence to follow a more linear and less repetitive plan.,2026-05-05T16:31:27.627215+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run01.json,,"Review and correct the initial steps to ensure all required arguments are provided and valid, particularly for get_asset_metadata and list_assets tools.",2026-05-05T16:30:41.587564+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,"Review and correct the initial steps to ensure all required arguments are provided and valid, particularly for get_asset_metadata",2026-05-05T16:30:43.074110+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Review and correct the initial steps to ensure all required arguments are provided and valid,2026-05-05T16:30:44.380217+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,"Review and correct the initial steps to ensure all required arguments are provided and valid, particularly for get_asset_metadata and other critical steps.",2026-05-05T16:30:45.687501+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Review and correct the initial steps to ensure all required arguments are provided and valid,2026-05-05T16:30:47.217102+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-05T16:30:06.902926+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,"Rerun or repair the evidence retrieval step before making a maintenance recommendation, specifically the get_sensor_correlation step.",2026-05-05T16:30:08.100423+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-05T16:30:09.642677+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-05T16:30:11.069349+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Repair the get_sensor_correlation step to resolve the 'Failure mode not found' error,2026-05-05T16:30:12.822986+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve data retrieval for correct transformer ID and handle tool errors more robustly.,2026-05-05T16:31:28.875998+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve input validation and handling for list_fault_records and get_fault_record tools to ensure correct transformer_id is used. Review severity levels for estimate_downtime tool to match expected values. Ensure work order is properly saved to avoid 'not found' errors during update.,2026-05-05T16:31:30.091607+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve data retrieval by correctly filtering for T-006 and validate work order creation and updates.,2026-05-05T16:31:32.089994+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve data retrieval by correctly filtering for T-006 and validate tool inputs for severity levels.,2026-05-05T16:31:33.518611+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,"Improve input validation and error handling for tool calls, ensure correct transformer ID is used throughout the task",2026-05-05T16:31:34.950851+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run01.json,,The agent failed to correctly execute the task due to errors in tool usage and data retrieval. It should be improved to handle validation errors and provide more accurate data.,2026-05-05T16:30:33.670155+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run02.json,,The agent should improve data retrieval and grounding to avoid hallucinations and provide accurate results.,2026-05-05T16:30:35.036144+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run03.json,,"The agent failed to complete the task as it did not provide a comparative read of operational state between the healthy and degraded units, and most sensor channels lacked recent telemetry samples. The agent's responses were often truncated or incomplete.",2026-05-05T16:30:36.317571+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run04.json,,The agent failed to provide a complete and accurate response to the task. It did not successfully retrieve recent telemetry samples for all sensor channels for both the healthy and degraded units. The agent also hallucinated data for T-013 sensor channels and telemetry samples.,2026-05-05T16:30:38.375105+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run05.json,,"The agent failed to provide a complete and accurate fleet status snapshot, with missing telemetry samples and inconsistent data retrieval.",2026-05-05T16:30:40.144797+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run01.json,,Improve error handling for work order retrieval and update operations,2026-05-05T16:31:39.813879+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run02.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:31:41.285072+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run03.json,,Improve work order retrieval and update logic to avoid 'not found' errors.,2026-05-05T16:31:54.528657+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run04.json,,Improve error handling for work order updates and ensure work order is found in the session.,2026-05-05T16:31:56.075075+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run05.json,,Improve work order retrieval and update logic to avoid 'not found' errors.,2026-05-05T16:31:57.283029+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run01.json,,The agent should be improved to correctly retrieve the latest values for all sensors and follow the planned sequence without errors.,2026-05-05T16:34:24.426253+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run02.json,,"The agent should have retrieved the latest values for all sensors, not just 'load_current_a'. The plan should be revised to correctly handle getting the latest values for all sensors and providing a complete answer.",2026-05-05T16:34:25.897011+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run03.json,,"The agent should have retrieved the latest values for all sensors, not just 'load_current_a'. The get_sensor_readings tool should be called for each sensor. The final answer should include the latest timestamped values for all sensors.",2026-05-05T16:34:27.619492+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run04.json,,"The agent should have retrieved the latest values for all sensors, not just 'load_current_a'. Improve the get_sensor_readings tool call to iterate over all sensors.",2026-05-05T16:34:29.306973+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run05.json,,The agent should be improved to correctly retrieve the latest values for all sensors and follow the planned sequence accurately.,2026-05-05T16:34:31.169343+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the retrieved data.,2026-05-05T16:34:07.482844+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,The agent failed to provide the top two candidate failure mechanisms as required by the task. The final answer should have been more grounded in the results from the tool calls.,2026-05-05T16:34:11.754393+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run03.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T16:34:13.378380+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run04.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T16:34:14.867778+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run05.json,,The agent should provide the top two candidate failure mechanisms as per the task requirement and ensure the final answer is grounded in the evidence retrieved.,2026-05-05T16:34:16.210385+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run01.json,,Review and correct the tool arguments and dependencies in the agent plan to ensure successful task completion.,2026-05-05T16:35:35.373021+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run02.json,,Improve tool argument validation and handling of errors.,2026-05-05T16:35:36.732462+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run03.json,,Review and correct the tool arguments and sequence to ensure successful task completion.,2026-05-05T16:35:38.079837+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run04.json,,Review and correct the tool arguments and sequence for list_sensors and create_work_order tools.,2026-05-05T16:35:39.544843+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run05.json,,Review and correct the tool arguments and sequence for list_sensors and create_work_order tools.,2026-05-05T16:35:40.793810+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and review agent sequence for potential optimization,2026-05-05T16:34:54.804482+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and review agent sequence for potential optimization,2026-05-05T16:34:57.496047+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and ensure correct sequence of operations,2026-05-05T16:34:58.923188+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve data retrieval accuracy and verify results against known failure modes.,2026-05-05T16:34:17.616039+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve data retrieval accuracy and verify results against known failure modes.,2026-05-05T16:34:18.952386+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve data retrieval accuracy and verify results against expected failure modes.,2026-05-05T16:34:20.337130+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve data retrieval accuracy and verify results against expected failure modes.,2026-05-05T16:34:21.638929+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T16:34:23.059120+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve fault record retrieval for specific transformer IDs and validate input arguments for tools like estimate_downtime.,2026-05-05T16:35:42.076531+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve fault record retrieval for correct transformer ID and handle invalid severity levels in downtime estimation,2026-05-05T16:35:43.579832+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve data retrieval for correct transformer ID and handle tool errors more robustly.,2026-05-05T16:35:45.085722+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve data retrieval for specific transformer IDs and validate tool inputs to prevent errors.,2026-05-05T16:35:46.512719+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve data retrieval for correct transformer ID and handle work order session management.,2026-05-05T16:35:48.206907+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run01.json,,The agent failed to provide a complete and accurate fleet status snapshot due to errors in tool usage and data retrieval. It should improve in correctly using the tools and handling data truncation or unavailability.,2026-05-05T16:34:45.601924+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run02.json,,"The agent failed to provide a complete and accurate response to the task. It did not correctly retrieve and present the required data for both the healthy and degraded units. The response contained hallucinations as it presented data that was not actually retrieved. The agent's sequence of actions was not entirely correct, and the final answer lacked clarity and justification.",2026-05-05T16:34:47.028611+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run03.json,,Improve data retrieval and handling of missing samples,2026-05-05T16:34:49.024040+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run04.json,,The agent failed to provide a complete and accurate response. It did not successfully retrieve recent telemetry samples for most sensor channels and did not provide a comparative analysis of the operational state between the healthy and degraded units.,2026-05-05T16:34:50.285998+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run05.json,,The agent should improve data retrieval and grounding to avoid hallucinations and provide more accurate results.,2026-05-05T16:34:52.128625+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,1,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run01.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:35:49.597029+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run02.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:35:50.975654+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,3,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run03.json,,Improve work order retrieval and update logic to avoid 'not found' errors.,2026-05-05T16:35:52.744385+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,4,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run04.json,,Improve work order retrieval and update logic to avoid 'not found' errors.,2026-05-05T16:35:54.240506+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15_4tier,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,5,benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run05.json,,Improve error handling for work order retrieval and update operations.,2026-05-05T16:35:55.661176+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,False,True,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run01.json,,"The agent should retrieve the latest values for all sensors listed in step 1, not just 'load_current_a'.",2026-05-05T10:29:32.201808+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,False,True,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run02.json,,"The agent should retrieve the latest values for all sensors listed in step 1, not just 'load_current_a'.",2026-05-05T10:29:33.483417+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Improve failure mode search to return multiple candidates and verify IEC code mapping consistency,2026-05-05T10:29:23.822099+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,Improve the agent's ability to provide explicit and separate failure mechanisms and enhance the sequence logic to directly link analysis results to final answer components.,2026-05-05T10:29:28.285969+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run01.json,,Improve datetime parsing for 'get_sensor_readings' and 'trend_analysis' tools,2026-05-05T10:29:54.484371+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run02.json,,Improve datetime parsing and error handling for get_sensor_readings and trend_analysis tools,2026-05-05T10:29:55.834722+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run01.json,,Improve error handling for work order updates and finalization,2026-05-05T10:29:57.060085+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run02.json,,Improve error handling and ensure consistent data retrieval and processing,2026-05-05T10:29:58.352311+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,manual_confirmed,confirmed,task_verification,final_answer,Agent admits 'inability to retrieve thermal sensor readings' but still emits high-priority outage WO — missing-evidence final answer.,reviewer:2026-05-07,0.1667,False,0.6,True,False,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Improve error handling for missing sensor data and ensure robust decision-making with available data.,2026-05-05T10:29:46.711407+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run01.json,,Improve the final answer generation to accurately reflect the results of the analysis and provide clear justifications.,2026-05-05T10:29:34.686414+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run02.json,,Improve anomaly interpretation and provide clear timestamps for peak values.,2026-05-05T10:29:35.915278+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,"Review the agent's reasoning and matching process for failure mechanisms, and ensure correct interpretation of DGA results.",2026-05-05T10:29:29.588443+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review the failure mode matching logic and ensure that the selected failure mechanism aligns with the diagnosed fault mode.,2026-05-05T10:29:30.945233+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,False,True,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve fault record retrieval and work order session management,2026-05-05T10:29:59.656422+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run01.json,,Improve error handling for list_assets tool and ensure correct input validation,2026-05-05T10:29:39.662260+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run02.json,,Improve error handling for list_assets tool and ensure correct input validation,2026-05-05T10:29:41.634300+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,watsonx70b_topup15,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-05_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_05_inspection_closeout_run02.json,,Ensure work order ID is properly stored and retrieved across steps,2026-05-05T10:30:03.771717+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run01.json,,"The agent should retrieve the latest timestamped values for all sensors listed in step 1, not just 'load_current_a'.",2026-05-05T10:53:05.474235+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest values for most sensors and did not correctly compile the list as per the task requirements. It should have retrieved the latest timestamped value for each sensor listed in step 1.,2026-05-05T10:53:06.829352+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Improve the agent's ability to provide explicit and separate top candidate failure mechanisms and ensure the sequence of operations is valid and effective.,2026-05-05T10:52:57.380687+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,The agent should explicitly list and explain the top two candidate failure mechanisms and ensure that all steps in the sequence are properly executed and justified.,2026-05-05T10:53:01.672925+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run01.json,,Improve datetime parsing for 'get_sensor_readings' and 'trend_analysis' tools,2026-05-05T10:53:26.550091+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run02.json,,Improve datetime parsing for 'get_sensor_readings' and 'trend_analysis' tools,2026-05-05T10:53:27.824994+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run01.json,,Improve error handling for work order updates and finalization,2026-05-05T10:53:29.105001+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.3333,False,0.6,False,True,False,False,False,False,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_01_create_inspection_order_run02.json,,Improve error handling for work order updates and ensure all required fields are populated before finalizing the work order.,2026-05-05T10:53:30.288038+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,clarity_and_justification",2,manual_confirmed,confirmed,inter_agent_orchestration,verification,DGA says 'Arc discharge' + thermal trend says 'no anomalies' = contradictory signals; agent picks Arc as decisive without resolving the conflict between domains.,reviewer:2026-05-07,0.5,False,0.6,True,True,False,False,True,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run01.json,,Improve the agent's decision-making process by integrating DGA and thermal data more effectively and provide clear justifications for maintenance decisions.,2026-05-05T10:53:17.289596+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run01.json,,The agent should provide the timestamp for the peak recorded value and ensure that the final answer accurately reflects the results of the analysis.,2026-05-05T10:53:08.212928+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run02.json,,"Improve task completion by accurately identifying peak value and timestamp, and ensure correct sequence of operations to achieve the task requirements.",2026-05-05T10:53:09.387997+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,manual_confirmed,confirmed,task_verification,final_answer,Same low-temp + Arc Discharge contradiction as Y70B run02 and YS_TP run05; failure mode pattern recurs across PE 70B variants.,reviewer:2026-05-07,0.3333,False,0.6,False,True,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Review the agent's interpretation of DGA results and matching to failure mechanisms; ensure consistency between diagnosed fault mode and selected failure mechanism.,2026-05-05T10:53:03.022268+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review the failure mode matching logic to ensure it aligns with the diagnosed fault mode,2026-05-05T10:53:04.333665+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for invalid severity levels and work order session management.,2026-05-05T10:53:32.789645+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-05_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_06_fleet_status_snapshot_run02.json,,Improve error handling for list_assets tool and ensure correct input validation,2026-05-05T10:53:14.094471+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run01.json,,"The agent should retrieve the latest values for all sensors listed in Step 1, not just 'load_current_a'.",2026-05-05T10:32:15.568462+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run02.json,,The agent failed to retrieve the latest values for all sensors listed in step 1 and instead repeated the retrieval for 'load_current_a'. It should have iterated through all sensors from step 1.,2026-05-05T10:32:17.081115+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,"Improve task completion by providing a more direct answer to the task when a conclusive diagnosis is available, and avoid speculative failure modes when the diagnosis is Normal/Inconclusive.",2026-05-05T10:32:11.382667+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_tsfm_02_hotspot_temp_anomaly_run02.json,,Improve error handling and ensure successful execution of all steps.,2026-05-05T10:32:42.959383+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run01.json,,Improve error handling for work order updates and ensure consistent severity levels,2026-05-05T10:32:44.177094+00:00,v1
+true,,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run02.json,,Improve task completion by ensuring all required information is retrieved and reported accurately.,2026-05-05T10:32:19.675022+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,The agent should have directly used the results from the DGA analysis and failure mode search to provide a diagnosis and recommended sensors without deviating into creating and managing work orders.,2026-05-05T10:32:12.803148+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve the agent's ability to correctly match the failure mechanism and verify the results. Ensure the sequence of operations is correct and follows the expected plan.,2026-05-05T10:32:14.259351+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve error handling for session-based work order updates,2026-05-05T10:32:46.467328+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve fault record retrieval and work order session management,2026-05-05T10:32:47.593168+00:00,v1
+true,,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,manual_confirmed,confirmed,task_verification,planning,Berkeley=task_verification by tie-break (latest irreversible mistake is the unearned breakdown). Stage=planning by earliest-unrecoverable: fleet-status snapshot only covered T-011 representatively; the plan was missing per-unit retrieval from the start. Same shape as B70B/C70B/ZS70B SGT-022. Berkeley and stage rules diverge here.,reviewer:2026-05-07,0.3333,False,0.6,True,False,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,1,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run01.json,,Improve data retrieval accuracy and verify results more effectively,2026-05-05T10:32:22.787788+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-022,data/scenarios/iot_06_fleet_status_snapshot.json,2,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_06_fleet_status_snapshot_run02.json,,The agent should validate the existence of T-005 before using it as a representative healthy unit and ensure correct data retrieval for the specified transformers.,2026-05-05T10:32:29.022187+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,watsonx70b_topup15,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-05_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run02.json,,Implement session persistence for work orders to allow updates after creation.,2026-05-05T10:32:49.845042+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,1,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run01.json,,"The agent should retrieve the latest values for all sensors listed in Step 1, not just 'load_current_a'.",2026-05-05T10:57:28.448877+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-001,data/scenarios/iot_01_list_transformer_sensors.json,2,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_01_list_transformer_sensors_run02.json,,"The agent should retrieve the latest values for all listed sensors, not just 'load_current_a'.",2026-05-05T10:57:29.725091+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,1,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run01.json,,Provide complete information for both candidate failure mechanisms and ensure all steps are executed as planned.,2026-05-05T10:57:21.865893+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-003,data/scenarios/fmsr_01_dga_fault_mode_diagnosis.json,2,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_01_dga_fault_mode_diagnosis_run02.json,,"Improve the agent's ability to provide clear and justified results, especially when the diagnosis is Normal/Inconclusive.",2026-05-05T10:57:24.551007+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_tsfm_02_hotspot_temp_anomaly_run02.json,,The agent should correctly retrieve the sensor data and complete the task as per the expected behavior.,2026-05-05T10:57:49.898974+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,1,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run01.json,,Review error handling for severity levels and work order updates,2026-05-05T10:57:51.268584+00:00,v1
+true,,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-007,data/scenarios/wo_01_create_inspection_order.json,2,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_01_create_inspection_order_run02.json,,Improve error handling for work order updates and fault record retrieval,2026-05-05T10:57:52.338535+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run01.json,,"Improve anomaly interpretation and reporting, ensure clear timestamp for max value",2026-05-05T10:57:30.968457+00:00,v1
+true,,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,manual_confirmed,confirmed,task_verification,verification,"Same self-contradiction as Y70B SGT-012 run01 ('not abnormally high' + 'three anomalous readings'); peak value 324.335 A reported but timestamp omitted, so verification is incomplete.",reviewer:2026-05-07,0.5,False,0.6,True,True,True,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run02.json,,"Improve anomaly interpretation and reporting, ensure clear timestamp for max value",2026-05-05T10:57:32.154121+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,manual_confirmed,confirmed,task_verification,final_answer,Same low-temp + Arc Discharge (FM-006) contradiction; recurs across Y70B / YS_TP / YS70B / Z70B / ZS70B SGT-014 — pattern now spans 5 cells.,reviewer:2026-05-07,0.5,False,0.6,True,True,False,True,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Replan and re-execute steps after detecting critical failure mode,2026-05-05T10:57:25.899020+00:00,v1
+true,,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Replan and verify steps for consistency with failure mechanism,2026-05-05T10:57:27.274110+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,manual_confirmed,confirmed,task_verification,tool_execution,Agent admits 'task execution unsuccessful' but still emits WO-480541FA with 24h estimated downtime; fault retrieval and update_work_order both errored — agent reports each error but doesn't replan.,reviewer:2026-05-07,0.3333,False,0.6,False,False,False,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve fault record retrieval and work order update logic,2026-05-05T10:57:53.372804+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve fault record retrieval and work order session management,2026-05-05T10:57:54.669783+00:00,v1
+true,,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,watsonx70b_topup15,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-027,data/scenarios/wo_05_inspection_closeout.json,2,benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-05_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_05_inspection_closeout_run02.json,,"Improve error handling for work order updates, especially when referencing previously created work orders.",2026-05-05T10:57:56.838722+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,8979314_aat_direct,,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_A_direct/raw/8979314_aat_direct/2026-04-26_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run01.json,,The agent should have handled the 'No readings found' error more effectively and provided a more accurate diagnosis based on available data.,2026-04-28T01:26:52.297555+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8979314_aat_direct,,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_A_direct/raw/8979314_aat_direct/2026-04-26_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run02.json,,"The agent failed to provide a clear step-by-step analysis and made incorrect or unverified tool calls, such as retrieving empty sensor readings and using an unverified failure mode ID.",2026-04-28T01:27:19.047646+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8979314_aat_direct,,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_A_direct/raw/8979314_aat_direct/2026-04-26_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run03.json,,"The agent failed to follow the expected multi-step workflow and made multiple tool calls in a single turn without clear justification or explanation. The final answer lacks specific details about the transformer's sensor behavior, fault mode inference, and risk estimation.",2026-04-28T01:27:20.607058+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8979314_aat_direct,,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_A_direct/raw/8979314_aat_direct/2026-04-26_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run01.json,,"The agent failed to properly retrieve and analyze thermal anomaly data, and made unjustified claims about winding temperature trends.",2026-04-28T01:27:27.884243+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8979314_aat_direct,,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_A_direct/raw/8979314_aat_direct/2026-04-26_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run03.json,,"Provide a clear plan and execute it, handling missing data more robustly.",2026-04-28T01:27:30.539718+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8979314_aat_mcp_baseline,,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_B_mcp_baseline/raw/8979314_aat_mcp_baseline/2026-04-26_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run01.json,,The agent failed to retrieve relevant sensor data and made incorrect assumptions about the fault mode and risk assessment. It should have handled the 'No readings found' error and provided a more accurate and grounded response.,2026-04-28T01:27:32.121728+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8979314_aat_mcp_baseline,,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_B_mcp_baseline/raw/8979314_aat_mcp_baseline/2026-04-26_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve sensor data retrieval and fault mode identification,2026-04-28T01:27:35.400849+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8979314_aat_mcp_baseline,,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_B_mcp_baseline/raw/8979314_aat_mcp_baseline/2026-04-26_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run03.json,,"The agent failed to retrieve relevant sensor data and relied on generic failure mode information, leading to an ungrounded recommendation.",2026-04-28T01:27:36.755802+00:00,v1
+false,run_name not present in evidence_registry.csv,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,8979314_aat_mcp_baseline,,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_B_mcp_baseline/raw/8979314_aat_mcp_baseline/2026-04-26_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,Provide a more comprehensive analysis by retrieving multiple sensor readings and integrating them into the decision-making process.,2026-04-28T01:27:40.128771+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,8998340_exp2_cell_Y_pe_mcp_baseline,,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/8998340_exp2_cell_Y_pe_mcp_baseline/2026-04-27_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve fault mode inference and provide clear justification for risk assessment and maintenance recommendations.,2026-04-28T01:27:41.696896+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,8998340_exp2_cell_Y_pe_mcp_baseline,,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/8998340_exp2_cell_Y_pe_mcp_baseline/2026-04-27_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve fault mode inference and RUL estimation processes, and provide clearer justification for work order recommendations.",2026-04-28T01:27:45.638722+00:00,v1
+false,run_name not present in evidence_registry.csv,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,8998340_exp2_cell_Y_pe_mcp_baseline,,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/8998340_exp2_cell_Y_pe_mcp_baseline/2026-04-27_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve fault mode inference and provide clear justification for risk assessment and work order recommendation.,2026-04-28T01:27:46.878922+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8998340_exp2_cell_Y_pe_mcp_baseline,,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_Y_plan_execute/raw/8998340_exp2_cell_Y_pe_mcp_baseline/2026-04-27_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run01.json,,Check tool registrations and fix data retrieval issues for DGA and thermal sensor readings.,2026-04-28T01:27:47.917562+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8998340_exp2_cell_Y_pe_mcp_baseline,,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_Y_plan_execute/raw/8998340_exp2_cell_Y_pe_mcp_baseline/2026-04-27_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,The agent failed to retrieve necessary data and made decisions based on incorrect or missing information. Improve data retrieval and handling of missing data.,2026-04-28T01:27:48.987134+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8998340_exp2_cell_Y_pe_mcp_baseline,,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_Y_plan_execute/raw/8998340_exp2_cell_Y_pe_mcp_baseline/2026-04-27_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,The agent failed to retrieve necessary data and made decisions based on incomplete information. Improve data retrieval and handling of missing data.,2026-04-28T01:27:50.131414+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8998341_exp2_cell_Y_pe_self_ask_mcp_baseline,,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/8998341_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-04-27_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Review and correct tool usage and argument validation to prevent errors in data retrieval and processing.,2026-04-28T01:27:51.694044+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8998341_exp2_cell_Y_pe_self_ask_mcp_baseline,,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/8998341_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-04-27_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,Review and correct tool usage and argument validation; ensure proper data retrieval and processing; verify results against expected outputs.,2026-04-28T01:27:54.850530+00:00,v1
+false,run_name not present in evidence_registry.csv,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,8998341_exp2_cell_Y_pe_self_ask_mcp_baseline,,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/8998341_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-04-27_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,The agent failed to complete the task due to errors in data retrieval and incorrect sequence execution. Review and correct the tool usage and input validation.,2026-04-28T01:27:56.113778+00:00,v1
+false,run_name not present in evidence_registry.csv,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,8998342_exp2_cell_Z_verified_pe_mcp_baseline,,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Z_hybrid/raw/8998342_exp2_cell_Z_verified_pe_mcp_baseline/2026-04-27_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and review agent sequence for potential optimization,2026-04-28T01:28:00.871104+00:00,v1
+false,run_name not present in evidence_registry.csv,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,8998342_exp2_cell_Z_verified_pe_mcp_baseline,,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_Z_hybrid/raw/8998342_exp2_cell_Z_verified_pe_mcp_baseline/2026-04-27_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Improve data retrieval accuracy and review agent sequence for potential optimization,2026-04-28T01:28:08.075945+00:00,v1
+false,run_name not present in evidence_registry.csv,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,8998343_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/8998343_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-04-27_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy by handling validation errors and ensuring correct tool argument formatting.,2026-04-28T01:28:13.779394+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,9071639_aat_mcp_optimized,non_post175_scored_provenance,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_C_mcp_optimized/raw/9071639_aat_mcp_optimized/2026-04-30_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run01.json,,The agent should have retrieved relevant sensor data before making inferences about the transformer's condition.,2026-04-30T04:51:17.356188+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,9071639_aat_mcp_optimized,non_post175_scored_provenance,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_C_mcp_optimized/raw/9071639_aat_mcp_optimized/2026-04-30_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run02.json,,The agent should first retrieve relevant sensor data before making inferences about fault modes and creating work orders.,2026-04-30T04:51:19.525000+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,9071639_aat_mcp_optimized,non_post175_scored_provenance,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_C_mcp_optimized/raw/9071639_aat_mcp_optimized/2026-04-30_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run03.json,,"The agent should have first retrieved relevant sensor data before inferring fault mode and creating a work order. The lack of retrieved sensor data indicates a failure in data retrieval accuracy, which cascades into other failures.",2026-04-30T04:51:20.954839+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,9071639_aat_mcp_optimized,non_post175_scored_provenance,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_C_mcp_optimized/raw/9071639_aat_mcp_optimized/2026-04-30_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run01.json,,The agent should have handled the missing sensor data more robustly and provided a more comprehensive maintenance or monitoring plan.,2026-04-30T04:51:22.635528+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,9071639_aat_mcp_optimized,non_post175_scored_provenance,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_C_mcp_optimized/raw/9071639_aat_mcp_optimized/2026-04-30_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run02.json,,Provide a more robust handling of missing data and consider alternative sensors or data sources for trend analysis.,2026-04-30T04:51:23.838013+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,9071639_aat_mcp_optimized,non_post175_scored_provenance,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_C_mcp_optimized/raw/9071639_aat_mcp_optimized/2026-04-30_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run03.json,,Implement error handling for missing sensor data and consider alternative data sources.,2026-04-30T04:51:25.006426+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,9073472_aat_mcp_model_optimized,non_post175_scored_provenance,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_D/raw/9073472_aat_mcp_model_optimized/2026-04-30_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run01.json,,The agent failed to follow the expected multi-step workflow and made incorrect tool calls. The agent should have first retrieved relevant IoT evidence before inferring the fault mode and estimating risk.,2026-04-30T07:14:11.987495+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,9073472_aat_mcp_model_optimized,non_post175_scored_provenance,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_D/raw/9073472_aat_mcp_model_optimized/2026-04-30_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run02.json,,The agent failed to follow a logical sequence of steps and made multiple tool calls without clear justification or explanation. The agent should have first retrieved relevant IoT evidence before making other tool calls.,2026-04-30T07:14:14.421962+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,9073472_aat_mcp_model_optimized,non_post175_scored_provenance,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_D/raw/9073472_aat_mcp_model_optimized/2026-04-30_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run03.json,,"The agent should follow a logical sequence of steps: retrieve relevant IoT data, analyze it, infer fault mode, estimate risk, and then create a work order. Currently, the tool calls are unordered and lack clear justification.",2026-04-30T07:14:15.693162+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,9073472_aat_mcp_model_optimized,non_post175_scored_provenance,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_D/raw/9073472_aat_mcp_model_optimized/2026-04-30_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run01.json,,Collect winding temperature data for T-020 or use alternative sensors to enable trend analysis.,2026-04-30T07:14:17.214595+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,9073472_aat_mcp_model_optimized,non_post175_scored_provenance,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_D/raw/9073472_aat_mcp_model_optimized/2026-04-30_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run03.json,,The agent should have handled the error from the trend analysis tool call and not provided a final answer based on incorrect assumptions.,2026-04-30T07:14:19.413115+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,9074775_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,non_post175_scored_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_ZSD/raw/9074775_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-04-30_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run01.json,,Improve task planning and execution by varying tool calls and arguments to gather diverse data.,2026-04-30T08:15:37.104590+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,9074775_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,non_post175_scored_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_ZSD/raw/9074775_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-04-30_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and correct agent sequence,2026-04-30T08:15:39.395229+00:00,v1
+false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,9074775_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,non_post175_scored_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_ZSD/raw/9074775_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-04-30_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run03.json,,Replan and retry with corrected tool_args and proper dependency management,2026-04-30T08:15:40.451696+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_YS16_exp2_cell_Y_pe_self_ask_mcp_baseline_16384,post180_superseded_provenance,YS16,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_YS16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_YS16_exp2_cell_Y_pe_self_ask_mcp_baseline_16384/2026-05-05_YS16_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Review and correct tool usage and error handling,2026-05-05T00:20:44.623254+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_YS16_exp2_cell_Y_pe_self_ask_mcp_baseline_16384,post180_superseded_provenance,YS16,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_YS16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_YS16_exp2_cell_Y_pe_self_ask_mcp_baseline_16384/2026-05-05_YS16_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-05T00:20:48.620269+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_YS16_exp2_cell_Y_pe_self_ask_mcp_baseline_16384,post180_superseded_provenance,YS16,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_YS16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_YS16_exp2_cell_Y_pe_self_ask_mcp_baseline_16384/2026-05-05_YS16_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,"Improve data retrieval and processing, ensure correct sequence of operations, and verify results against expected outcomes",2026-05-05T00:20:50.334559+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_YS16_exp2_cell_Y_pe_self_ask_mcp_baseline_16384,post180_superseded_provenance,YS16,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,1,benchmarks/cell_YS16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_YS16_exp2_cell_Y_pe_self_ask_mcp_baseline_16384/2026-05-05_YS16_llama-3-1-8b-instruct_plan_execute_baseline_multi_04_protection_trip_dga_response_run01.json,,Improve the agent's ability to verify results against expected outcomes and reduce hallucinations by enhancing its analysis and justification capabilities.,2026-05-05T00:21:00.538250+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_YS16_exp2_cell_Y_pe_self_ask_mcp_baseline_16384,post180_superseded_provenance,YS16,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,2,benchmarks/cell_YS16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_YS16_exp2_cell_Y_pe_self_ask_mcp_baseline_16384/2026-05-05_YS16_llama-3-1-8b-instruct_plan_execute_baseline_multi_04_protection_trip_dga_response_run02.json,,Improve the analysis of DGA results and fault history to provide a more accurate diagnosis and justification for the priority level.,2026-05-05T00:21:01.952636+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZS16_exp2_cell_Z_verified_pe_self_ask_mcp_baseline_16384,post180_superseded_provenance,ZS16,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_ZS16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZS16_exp2_cell_Z_verified_pe_self_ask_mcp_baseline_16384/2026-05-05_ZS16_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and verify results; refine agent sequence and provide clearer justifications.,2026-05-05T00:32:25.764884+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZS16_exp2_cell_Z_verified_pe_self_ask_mcp_baseline_16384,post180_superseded_provenance,ZS16,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_ZS16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZS16_exp2_cell_Z_verified_pe_self_ask_mcp_baseline_16384/2026-05-05_ZS16_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-05T00:32:29.892046+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZS16_exp2_cell_Z_verified_pe_self_ask_mcp_baseline_16384,post180_superseded_provenance,ZS16,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_ZS16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZS16_exp2_cell_Z_verified_pe_self_ask_mcp_baseline_16384/2026-05-05_ZS16_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and verify results against expected outputs; review and optimize the agent sequence for better task execution.,2026-05-05T00:32:31.487102+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZSD16_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized_16384,post180_superseded_provenance,ZSD16,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_ZSD16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZSD16_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized_16384/2026-05-05_ZSD16_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and ensure correct sequence of operations,2026-05-05T00:39:05.621948+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZSD16_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized_16384,post180_superseded_provenance,ZSD16,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_ZSD16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZSD16_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized_16384/2026-05-05_ZSD16_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run03.json,,The agent failed to list recent sensor readings and incorrectly estimated short-term risk as 0.0% despite identifying a critical fault mode.,2026-05-05T00:39:10.941595+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZSD16_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized_16384,post180_superseded_provenance,ZSD16,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_ZSD16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZSD16_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized_16384/2026-05-05_ZSD16_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_02_dga_to_workorder_pipeline_run02.json,,Improve grounding of final answer with actual data values and provide more specific justification for maintenance decision.,2026-05-05T00:39:14.203602+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,False,True,False,False,True,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZSD16_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized_16384,post180_superseded_provenance,ZSD16,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,3,benchmarks/cell_ZSD16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZSD16_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized_16384/2026-05-05_ZSD16_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_04_protection_trip_dga_response_run03.json,,Improve data interpretation and verification steps to avoid hallucinations and ensure accuracy.,2026-05-05T00:39:24.471030+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y16_exp2_cell_Y_pe_mcp_baseline_16384,post180_superseded_provenance,Y16,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y16/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y16_exp2_cell_Y_pe_mcp_baseline_16384/2026-05-05_Y16_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,"Improve data retrieval and validation, and ensure correct sequence of operations",2026-05-05T00:37:04.947061+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y16_exp2_cell_Y_pe_mcp_baseline_16384,post180_superseded_provenance,Y16,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y16/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y16_exp2_cell_Y_pe_mcp_baseline_16384/2026-05-05_Y16_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, ensure correct sequence of operations, and verify results against known data.",2026-05-05T00:37:09.106848+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y16_exp2_cell_Y_pe_mcp_baseline_16384,post180_superseded_provenance,Y16,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y16/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y16_exp2_cell_Y_pe_mcp_baseline_16384/2026-05-05_Y16_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-05T00:37:10.491866+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y16_exp2_cell_Y_pe_mcp_baseline_16384,post180_superseded_provenance,Y16,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_Y16/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y16_exp2_cell_Y_pe_mcp_baseline_16384/2026-05-05_Y16_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Check data retrieval for list_sensors and ensure correct execution; review agent sequence for potential logical flaws.,2026-05-05T00:37:13.340607+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y16_exp2_cell_Y_pe_mcp_baseline_16384,post180_superseded_provenance,Y16,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_Y16/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y16_exp2_cell_Y_pe_mcp_baseline_16384/2026-05-05_Y16_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,Check data retrieval for list_sensors and ensure correct execution; review agent sequence for logical flow and dependencies.,2026-05-05T00:37:15.161993+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-05T00:28:39.177335+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-05T00:28:43.303592+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,"Improve data retrieval and processing for steps 1 and 2, and ensure correct sequence execution.",2026-05-05T00:28:45.284894+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_Y_plan_execute/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Review and correct the list_sensors tool call and response; ensure DGA and thermal analysis are correctly integrated for maintenance decision,2026-05-05T00:28:48.536842+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_Y_plan_execute/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,Check data retrieval for list_sensors and re-run dependent steps; verify DGA and thermal analysis integration logic,2026-05-05T00:28:50.027657+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,1,benchmarks/cell_Y_plan_execute/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_04_protection_trip_dga_response_run01.json,,Improve the agent's ability to provide clear justifications for its decisions and ensure that the information used is accurate and not hallucinated.,2026-05-05T00:28:55.815986+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,False,True,True,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-020,data/scenarios/multi_04_protection_trip_dga_response.json,3,benchmarks/cell_Y_plan_execute/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_04_protection_trip_dga_response_run03.json,,Improve the 'none' tool usage in step 4 and provide clearer justification for priority level determination.,2026-05-05T00:28:58.819253+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y8_exp2_cell_Y_pe_mcp_baseline_8192,post180_superseded_provenance,Y8,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y8/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y8_exp2_cell_Y_pe_mcp_baseline_8192/2026-05-05_Y8_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-05T00:20:14.750452+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y8_exp2_cell_Y_pe_mcp_baseline_8192,post180_superseded_provenance,Y8,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y8/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y8_exp2_cell_Y_pe_mcp_baseline_8192/2026-05-05_Y8_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, ensure correct sequence of operations, and verify results against expected outcomes",2026-05-05T00:20:18.921942+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y8_exp2_cell_Y_pe_mcp_baseline_8192,post180_superseded_provenance,Y8,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y8/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y8_exp2_cell_Y_pe_mcp_baseline_8192/2026-05-05_Y8_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-05T00:20:20.979729+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y8_exp2_cell_Y_pe_mcp_baseline_8192,post180_superseded_provenance,Y8,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_Y8/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y8_exp2_cell_Y_pe_mcp_baseline_8192/2026-05-05_Y8_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Check data retrieval for list_sensors and ensure correct execution; verify DGA and thermal analysis integration logic.,2026-05-05T00:20:24.405609+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y8_exp2_cell_Y_pe_mcp_baseline_8192,post180_superseded_provenance,Y8,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_Y8/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y8_exp2_cell_Y_pe_mcp_baseline_8192/2026-05-05_Y8_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,Check data retrieval for list_sensors and ensure correct execution; review agent sequence for logical flow and dependencies.,2026-05-05T00:20:26.773782+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_tsfm_02_hotspot_temp_anomaly_run01.json,,Agent failed to provide any response or analysis for the given task,2026-05-03T09:10:22.280046+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_tsfm_02_hotspot_temp_anomaly_run03.json,,Check data availability for transformer T-019 winding temperature and verify sensor id.,2026-05-03T09:10:24.554656+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,4,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_tsfm_02_hotspot_temp_anomaly_run04.json,,Agent failed to provide any response or output for the given task,2026-05-03T09:10:25.788438+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run01.json,,The agent failed to retrieve relevant sensor data and relied on unrelated failure mode information. It also didn't follow a logical sequence of steps for the task.,2026-05-03T09:10:10.069804+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run02.json,,"Reorder tool calls to follow a logical sequence: retrieve relevant IoT evidence, infer fault mode, forecast RUL, estimate downtime, and create work order.",2026-05-03T09:10:11.224142+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run03.json,,"The agent failed to retrieve relevant sensor data and made incorrect assumptions about the fault mode. The workflow was not followed correctly, and the final answer was not grounded in the retrieved data.",2026-05-03T09:10:12.463284+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run04.json,,"The agent should follow a logical sequence of operations: retrieve relevant data, analyze it, infer fault mode, estimate risk, and then create a work order. The current trajectory lacks a clear step for analyzing recent sensor behavior and directly jumps to tool calls.",2026-05-03T09:10:14.195064+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run03.json,,Provide a valid thermal anomaly trend analysis or handle missing data more robustly.,2026-05-03T09:10:18.947391+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run04.json,,Collect data for winding_temp_c sensor for T-020 transformer,2026-05-03T09:10:20.004058+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_04_load_current_overload_check_run01.json,,The agent should have checked the output of get_sensor_readings before proceeding with detect_anomalies and reporting results.,2026-05-03T09:10:03.966066+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_04_load_current_overload_check_run02.json,,Check date range and sensor data retrieval process,2026-05-03T09:10:05.174166+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_04_load_current_overload_check_run03.json,,The agent should have retrieved the sensor data before detecting anomalies and reported the peak value and timestamp as per the task requirements.,2026-05-03T09:10:06.311121+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,4,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_04_load_current_overload_check_run04.json,,The agent should have retrieved the recent sensor data before detecting anomalies and should have used the correct time range for the data retrieval.,2026-05-03T09:10:07.589122+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,5,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_iot_04_load_current_overload_check_run05.json,,Ensure data retrieval is accurate and relevant to the task timeframe.,2026-05-03T09:10:08.917810+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run01.json,,The agent should correctly match the diagnosed fault mode to the appropriate failure mechanism and provide clear justification for sensor prioritization based on the failure mechanism's characteristics.,2026-05-03T09:09:53.487549+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run02.json,,The agent should correctly match the diagnosed fault mode to the appropriate failure mechanism in the catalogue and provide clear justification for the recommended sensor monitoring priorities.,2026-05-03T09:09:57.712275+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run03.json,,"The agent should have matched the diagnosed fault mode 'T1' to 'FM-002' instead of 'FM-003', and provided a clear rationale for sensor prioritization based on the failure mode characteristics.",2026-05-03T09:09:59.493934+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run04.json,,The agent should correctly match the diagnosed fault mode to the appropriate failure mechanism and provide a clear rationale for sensor prioritization based on the failure mechanism's characteristics.,2026-05-03T09:10:01.080507+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run05.json,,The agent should correctly diagnose the fault mode based on the DGA results and match it to the correct failure mechanism in the catalogue. The agent should also provide a clear rationale for the recommended sensor monitoring list.,2026-05-03T09:10:02.511749+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run01.json,,"The agent should retrieve the correct fault record for T-006 instead of T-001, and ensure the transformer ID matches the task requirement throughout the tool calls.",2026-05-03T09:10:28.082480+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run02.json,,The agent retrieved fault details for T-001 instead of T-006 and did not correctly follow the task instructions.,2026-05-03T09:10:29.554055+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run03.json,,The agent failed to retrieve the correct fault record for T-006 and instead used T-001. It also didn't correctly follow the task instructions for the given transformer ID.,2026-05-03T09:10:30.929300+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run04.json,,The agent failed to retrieve the correct fault record for T-006 and instead used data for T-001. It also didn't correctly follow the task sequence for T-006.,2026-05-03T09:10:32.248326+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_a100_20260503T090200Z_A_final5x6_aat_direct,final6_legacy_a100_matrix,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_A_direct/raw/final5x6_a100_20260503T090200Z_A_final5x6_aat_direct/2026-05-03_A_llama-3-1-8b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run05.json,,The agent retrieved fault details for T-001 instead of T-006 and didn't correctly follow the task sequence.,2026-05-03T09:10:33.934642+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run01.json,,Check data availability for the specified transformer and sensor before running anomaly detection.,2026-05-03T09:18:18.291665+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run02.json,,Handle missing data by checking data availability before calling detect_anomalies,2026-05-03T09:18:19.590668+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run03.json,,Check data availability for transformer T-019 and sensor winding_temp_c before running anomaly detection,2026-05-03T09:18:20.843644+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,4,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run04.json,,Check data availability before proceeding with anomaly detection,2026-05-03T09:18:21.948264+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,5,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run05.json,,Provide a default or fallback response when data is not available,2026-05-03T09:18:23.036014+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run01.json,,The agent failed to retrieve relevant sensor data and made assumptions about the fault mode without proper evidence. It should have handled the 'No readings found' error and attempted to retrieve alternative data or clarify the task requirements.,2026-05-03T09:18:04.185516+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval by checking sensor data availability and handling missing data cases; validate fault mode inference and risk estimation; structure the workflow to follow a logical sequence of investigation, analysis, and recommendation.",2026-05-03T09:18:05.884696+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run03.json,,"The agent should follow a clear multi-step workflow, properly summarize IoT evidence, and provide clear justification for the fault mode and risk assessment.",2026-05-03T09:18:07.435180+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run04.json,,The agent failed to retrieve relevant sensor data and made incorrect assumptions about the transformer's condition. It should have handled the 'No readings found' error and attempted to retrieve alternative data or clarify the issue.,2026-05-03T09:18:08.892807+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run05.json,,The agent should have handled the error when no readings were found for the specified transformer and sensor. It should also verify the fault mode before proceeding with the work order creation.,2026-05-03T09:18:10.520075+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run01.json,,Improve data retrieval by handling missing sensor data and verify results with multiple sources.,2026-05-03T09:18:11.876367+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Implement error handling for missing sensor data and provide a clear maintenance or monitoring plan.,2026-05-03T09:18:13.029563+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run04.json,,The agent should have handled the error from the trend_analysis tool call and either provided a valid trend analysis or used alternative data. The final answer should be grounded in actual data retrieved from tool calls.,2026-05-03T09:18:15.459736+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,5,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run05.json,,Improve data retrieval by handling missing sensor readings and consider fallback strategies for trend analysis.,2026-05-03T09:18:17.020263+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_04_load_current_overload_check_run01.json,,The agent should correctly retrieve recent data and align the anomaly detection with the task's specified time frame.,2026-05-03T09:17:58.073050+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_04_load_current_overload_check_run02.json,,The agent should have successfully retrieved the sensor data before attempting anomaly detection and should ensure the retrieved data matches the task's specified time frame.,2026-05-03T09:17:59.320748+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_04_load_current_overload_check_run03.json,,Check date range and ensure correct data retrieval before anomaly detection,2026-05-03T09:18:00.573004+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,4,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_04_load_current_overload_check_run04.json,,The agent should first check if data retrieval was successful before proceeding with anomaly detection.,2026-05-03T09:18:01.599635+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,5,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_iot_04_load_current_overload_check_run05.json,,The agent should first check if the retrieved data is empty before proceeding with anomaly detection. The dates used in the get_sensor_readings call appear to be incorrect and do not match the task description.,2026-05-03T09:18:02.862915+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,The agent incorrectly diagnosed the fault mode as partial discharge (PD) instead of thermal fault (T1). The agent should have used the correct IEC code from the DGA analysis to match the failure mechanism catalogue.,2026-05-03T09:17:48.437346+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,False,True,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Provide a clear plan and justify sensor prioritization based on retrieved data,2026-05-03T09:17:53.793625+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,The agent should have used the analyze_dga output to determine the fault mode instead of assuming partial discharge. It should have matched the DGA diagnosis to a catalogue failure mechanism using the get_failure_mechanism tool. The agent should have also used the get_sensor_correlation tool to get the recommended sensors for monitoring based on the identified failure mechanism.,2026-05-03T09:17:55.018399+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy",2,auto_only,,,,,,0.5,False,0.6,False,False,True,True,True,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run01.json,,The agent retrieved fault details for T-001 instead of T-006 and used the correct transformer ID for other operations. Ensure the correct fault ID is used for the specified transformer.,2026-05-03T09:18:24.211915+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run02.json,,The agent should have retrieved the fault record for T-006 instead of T-001. The correct fault_id should be used.,2026-05-03T09:18:25.866891+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run03.json,,The agent should have retrieved the fault record for T-006 instead of T-001. The correct fault ID and transformer ID should be used consistently throughout the task.,2026-05-03T09:18:27.067459+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run04.json,,The agent failed to retrieve the correct fault record for T-006 and instead retrieved details for T-001. The correct sequence should involve retrieving the fault record for T-006.,2026-05-03T09:18:28.339289+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final6_legacy_a100_matrix,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline/2026-05-03_B_llama-3-1-8b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run05.json,,The agent retrieved fault details for T-001 instead of T-006 and did not correctly follow the task instructions.,2026-05-03T09:18:29.745782+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run01.json,,Check if the transformer ID and sensor ID are correct and if data exists for the specified period.,2026-05-03T09:26:11.998174+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run01.json,,The agent should first retrieve relevant sensor data before making inferences about fault modes and issuing work orders.,2026-05-03T09:25:59.362992+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run02.json,,The agent should have handled the error when no sensor readings were found and provided a more accurate fault diagnosis based on available data.,2026-05-03T09:26:00.767754+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run03.json,,"The agent should have first retrieved relevant sensor data before inferring fault mode and creating a work order. The error message indicates no readings were found for the specified sensor, suggesting a data retrieval issue or incorrect sensor specification.",2026-05-03T09:26:02.009236+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run04.json,,The agent failed to retrieve relevant sensor data and made assumptions about fault mode without evidence. It should first check for available sensor data before proceeding with fault mode analysis.,2026-05-03T09:26:03.356524+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run05.json,,Check sensor data retrieval and ensure correct sequence of operations,2026-05-03T09:26:04.795477+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run01.json,,The agent should have handled the missing sensor data more robustly and provided a more comprehensive maintenance or monitoring plan.,2026-05-03T09:26:05.976547+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run02.json,,The agent should have handled the error from the trend analysis tool call and either retried or provided a different analysis path.,2026-05-03T09:26:07.234613+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run03.json,,The agent should have handled the error from the trend analysis tool call and either retried or provided a different analysis path.,2026-05-03T09:26:08.474101+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run04.json,,Re-evaluate DGA results with available thermal data and provide a monitoring plan or work order.,2026-05-03T09:26:09.787612+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,5,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run05.json,,Check tool outputs and verify data before making decisions,2026-05-03T09:26:11.000369+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_04_load_current_overload_check_run01.json,,"The agent should have retrieved the correct recent sensor data and used it to determine the baseline and anomalies. The dates in the task and the output do not match, indicating a potential issue with data retrieval or processing.",2026-05-03T09:25:53.314835+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_04_load_current_overload_check_run02.json,,Check the dates and sensor data retrieval process,2026-05-03T09:25:54.644769+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_04_load_current_overload_check_run03.json,,The agent should handle the case where no sensor readings are found and provide a meaningful response instead of just stating an error occurred.,2026-05-03T09:25:55.846761+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,4,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_04_load_current_overload_check_run04.json,,"The agent should have retrieved and analyzed the data before concluding that there are no anomalies. The get_sensor_readings call returned empty results, which was not addressed.",2026-05-03T09:25:56.998420+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,5,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_iot_04_load_current_overload_check_run05.json,,The agent should retrieve the correct recent sensor data and accurately determine whether the current readings are abnormally high relative to the recent baseline.,2026-05-03T09:25:58.194092+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run01.json,,The agent should correctly match the diagnosed fault mode to the failure mechanism catalogue and provide clear justification for the recommended sensor monitoring prioritization.,2026-05-03T09:25:44.051231+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run02.json,,"The agent should correctly analyze the DGA results, match the fault mode to the catalogue, and prioritize sensors based on the actual DGA diagnosis and failure mechanism details.",2026-05-03T09:25:48.129285+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run04.json,,The agent should correctly match the diagnosed fault mode to the failure mechanism catalogue and provide a more accurate rationale for sensor prioritization.,2026-05-03T09:25:50.661561+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run01.json,,The agent should correctly identify the transformer ID as T-006 and retrieve the correct fault record. Ensure the sequence of operations is correct and grounded in the provided data.,2026-05-03T09:26:17.648702+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run02.json,,The agent retrieved fault details for T-001 instead of T-006 and did not correctly follow the task instructions.,2026-05-03T09:26:18.911166+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run03.json,,The agent should correctly retrieve the fault record for T-006 and ensure all actions are based on the correct transformer ID.,2026-05-03T09:26:19.950932+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run04.json,,"The agent should have retrieved the fault record for T-006 instead of T-001, and used the correct transformer ID throughout the task.",2026-05-03T09:26:21.292548+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final6_legacy_a100_matrix,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized/2026-05-03_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run05.json,,The agent retrieved fault record for T-001 instead of T-006 and didn't correctly follow the task instructions.,2026-05-03T09:26:22.643821+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Review and correct tool argument formatting and error handling,2026-05-03T11:00:15.709017+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and ensure correct agent sequence,2026-05-03T11:00:16.826844+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Review and correct tool usage and input validation for iot and fmsr servers,2026-05-03T11:00:17.846575+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,"Improve data retrieval and processing for steps 1 and 2, and ensure correct sequence execution.",2026-05-03T11:00:20.178496+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve failure mode matching and sensor correlation logic,2026-05-03T11:00:00.833997+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve failure mode matching and sensor correlation logic,2026-05-03T11:00:06.073802+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve failure mode matching and sensor correlation logic,2026-05-03T11:00:07.092336+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve failure mode matching and sensor correlation logic,2026-05-03T11:00:08.029838+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve error handling for tool calls and ensure correct argument validation.,2026-05-03T11:00:32.971295+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for tool calls and ensure correct argument validation,2026-05-03T11:00:34.037900+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-03T11:00:35.209695+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve error handling and validation for tool calls,2026-05-03T11:00:36.487057+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve error handling for tool calls and ensure correct argument validation,2026-05-03T11:00:37.600693+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,"Improve data retrieval and validation, ensure correct sequence of operations, and enhance result verification and justification.",2026-05-03T10:39:23.546883+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, validate tool arguments, and verify results against expected formats",2026-05-03T10:39:24.783114+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-03T10:39:25.839861+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,"Improve data retrieval and processing for steps 1 and 2, and ensure correct sequence execution.",2026-05-03T10:39:26.976583+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Check data retrieval for list_sensors and ensure correct execution; review agent sequence for potential logical flaws.,2026-05-03T10:39:30.229503+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,Check data retrieval for list_sensors and ensure correct execution; review agent sequence to handle missing sensor data,2026-05-03T10:39:31.468881+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run04.json,,Check data retrieval for list_sensors and ensure correct execution; verify DGA and thermal analysis integration logic.,2026-05-03T10:39:32.596147+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run05.json,,Check data retrieval for list_sensors and ensure correct execution; review agent sequence for logical flow and dependencies.,2026-05-03T10:39:33.893127+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-03T10:39:40.695471+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,"Improve error handling and validation for tool calls, ensure correct fault_id is used, and verify work order existence before updating.",2026-05-03T10:39:41.911175+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-03T10:39:43.057101+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve validation error handling and ensure fault record retrieval is accurate,2026-05-03T10:39:44.263770+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final6_legacy_a100_matrix,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve validation error handling and ensure consistent retrieval of fault records and work orders.,2026-05-03T10:39:45.303892+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and verify results more thoroughly,2026-05-03T11:52:32.473064+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and verify results more thoroughly,2026-05-03T11:52:33.567339+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and verify results against expected outputs; review and optimize the agent's sequence of operations to match the task requirements more closely.,2026-05-03T11:52:34.671743+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval and verification processes,2026-05-03T11:52:35.917058+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and verify results; refine agent sequence and provide clearer justifications,2026-05-03T11:52:36.813598+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve error handling for failure mode identification and ensure correct catalogue matching.,2026-05-03T11:52:18.169597+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-03T11:52:22.069396+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-03T11:52:23.556869+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve error handling for failure mode identification and ensure correct catalogue matching.,2026-05-03T11:52:25.142822+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-03T11:52:26.348431+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve data retrieval for correct transformer ID and fault details; validate work order creation and update processes.,2026-05-03T11:52:48.739431+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve data retrieval for correct transformer ID and fault details; validate work order creation and update processes.,2026-05-03T11:52:49.988252+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve data retrieval for correct transformer ID and ensure work order session persistence.,2026-05-03T11:52:51.145301+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve input validation and handling for list_fault_records and get_fault_record tools to ensure correct transformer_id is used.,2026-05-03T11:52:52.198622+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve input validation and handling for list_fault_records and get_fault_record tools to ensure correct transformer_id is used.,2026-05-03T11:52:53.618660+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,"Replan and adjust steps to handle missing or incorrect arguments, ensure correct dependencies between steps",2026-05-03T11:25:24.425376+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Review and correct the agent's workflow to ensure accurate data retrieval and proper sequencing of steps. Verify the results against known data sources and expected outcomes.,2026-05-03T11:25:25.613600+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-03T11:25:28.428358+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve data retrieval for correct transformer ID and fault details; validate tool inputs for severity levels; ensure work order persistence across sessions.,2026-05-03T11:25:41.798132+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for tool calls and ensure correct input validation,2026-05-03T11:25:43.303405+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for tool calls and ensure correct input validation,2026-05-03T11:25:44.540355+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve error handling for tool calls and ensure correct input validation,2026-05-03T11:25:45.614093+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,final6_legacy_a100_matrix,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve error handling for tool calls and ensure correct input validation,2026-05-03T11:25:46.711997+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run01.json,,Implement a fallback or alternative data source when no readings are available for the specified transformer and sensor.,2026-05-03T12:01:11.712490+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run02.json,,Check data availability for transformer T-019 and sensor winding_temp_c,2026-05-03T12:01:12.920697+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run03.json,,Check data availability before proceeding with anomaly detection,2026-05-03T12:01:14.034325+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,4,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run04.json,,"Check if the transformer ID and sensor ID are correct, and if there are any readings available for the specified time period.",2026-05-03T12:01:15.049952+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,5,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run05.json,,Check data availability before proceeding with anomaly detection,2026-05-03T12:01:16.315317+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run01.json,,"The agent should follow a logical sequence of operations, starting with retrieving relevant IoT evidence, then mapping to a likely fault mode, providing a risk or forecast statement, and concluding with a concrete work-order recommendation. The agent should also ensure that all retrieved data is accurate and relevant to the task.",2026-05-03T12:00:57.843285+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run02.json,,"The agent failed to follow a logical sequence of operations and made multiple incorrect tool calls, leading to ungrounded outputs.",2026-05-03T12:00:59.460305+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run03.json,,"The agent should follow a more structured workflow that includes summarizing IoT evidence, mapping to likely fault mode, providing a risk statement, and then issuing a work order recommendation. Some tool calls seem misaligned with the task requirements.",2026-05-03T12:01:00.993508+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run04.json,,"The agent did not provide any response or trajectory, indicating a failure to engage with the task. Providing a basic response or indicating the steps it would take to solve the task would be a minimal improvement.",2026-05-03T12:01:02.630682+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run05.json,,"The agent should follow a structured workflow: retrieve relevant IoT data, analyze it, infer fault mode, estimate risk, and then create a work order. Current trajectory shows disconnected tool calls without clear reasoning or data analysis.",2026-05-03T12:01:04.132102+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run01.json,,The agent should have used available tools to gather required data before making a decision.,2026-05-03T12:01:05.790438+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run02.json,,The agent should have handled the error when retrieving the thermal anomaly trend data and provided a more robust decision-making process.,2026-05-03T12:01:07.060979+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run03.json,,Ensure data retrieval is successful before making decisions and verify tool outputs.,2026-05-03T12:01:08.347434+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run04.json,,The agent should have handled the missing sensor data more robustly and not made assumptions about the transformer's winding temperature.,2026-05-03T12:01:09.299108+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_04_load_current_overload_check_run01.json,,The agent should have reported the peak value and timestamp even if no anomalies were detected.,2026-05-03T12:00:51.799703+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_04_load_current_overload_check_run02.json,,The agent should first retrieve the relevant data before attempting anomaly detection and ensure the retrieved data is not empty.,2026-05-03T12:00:53.175789+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_04_load_current_overload_check_run03.json,,The agent should first check if data retrieval was successful before proceeding with anomaly detection.,2026-05-03T12:00:54.427818+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,4,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_04_load_current_overload_check_run04.json,,Check data availability before proceeding with analysis,2026-05-03T12:00:55.433562+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,5,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_iot_04_load_current_overload_check_run05.json,,Use correct date range for data retrieval and ensure retrieved data is used for analysis,2026-05-03T12:00:56.576715+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve DGA diagnosis interpretation and matching to failure modes,2026-05-03T12:00:46.366930+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run03.json,,The agent should have used the DGA analysis results to determine the fault mode instead of directly assuming Arc Discharge. The prioritized sensor list should be based on the correlation with the identified failure mechanism.,2026-05-03T12:00:47.551839+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run04.json,,The agent should correctly match the DGA diagnosis to the failure mechanism and provide clear justification for sensor prioritization.,2026-05-03T12:00:49.170978+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run01.json,,The agent should retrieve the correct fault record for T-006 instead of T-001 and use the correct fault ID.,2026-05-03T12:01:17.195886+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run02.json,,The agent should correctly retrieve the fault record for T-006 and ensure all actions are based on accurate data.,2026-05-03T12:01:18.476282+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run03.json,,"The agent should retrieve the fault record for T-006 instead of T-001, and use the correct fault ID. The issue description in create_work_order should be based on the retrieved fault record.",2026-05-03T12:01:19.839198+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run04.json,,The agent retrieved fault record F001 for T-001 instead of T-006. Ensure correct asset ID is used.,2026-05-03T12:01:21.292706+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,False,True,True,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final6_legacy_a100_matrix,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized/2026-05-03_D_llama-3-1-8b-instruct-int8_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run05.json,,"The agent should have retrieved the fault record for T-006 instead of T-001, and used the correct fault ID.",2026-05-03T12:01:22.744999+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_tsfm_02_hotspot_temp_anomaly_run02.json,,Improve error handling for z-score threshold input and ensure correct sensor ID is used for winding temperature,2026-05-03T12:16:59.214516+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_tsfm_02_hotspot_temp_anomaly_run03.json,,Review and correct the z-score threshold input for anomaly detection,2026-05-03T12:17:00.417114+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,4,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_tsfm_02_hotspot_temp_anomaly_run04.json,,Review and correct the z-score threshold input for anomaly detection,2026-05-03T12:17:01.760876+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,5,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_tsfm_02_hotspot_temp_anomaly_run05.json,,Improve error handling for missing z-score threshold and ensure correct sensor ID is used.,2026-05-03T12:17:02.847657+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run01.json,,Review data retrieval process for accuracy and ensure correct sequence of operations,2026-05-03T12:16:44.993702+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run03.json,,The agent failed to list recent sensor readings and incorrectly proceeded with the task. The final answer lacks clear justification and does not accurately reflect the steps taken.,2026-05-03T12:16:47.177286+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run04.json,,Re-evaluate the agent's workflow and tool usage to ensure accurate data retrieval and task completion.,2026-05-03T12:16:48.994758+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run05.json,,"The agent failed to retrieve recent sensor readings and DGA records, and incorrectly estimated the short-term risk.",2026-05-03T12:16:50.455981+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_02_dga_to_workorder_pipeline_run02.json,,Provide more specific and actionable recommendations based on the data analysis.,2026-05-03T12:16:52.745370+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_04_load_current_overload_check_run02.json,,Improve data retrieval by checking sensor data availability before proceeding with analysis.,2026-05-03T12:16:40.072999+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_04_load_current_overload_check_run03.json,,Improve data retrieval by checking data availability before proceeding with analysis.,2026-05-03T12:16:41.220221+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run01.json,,"Review and correct the agent's diagnosis and matching of failure modes, ensure proper sequence of operations, and verify the accuracy of the final answer against the retrieved data and known failure modes.",2026-05-03T12:16:29.939098+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve failure mode matching and sensor correlation logic,2026-05-03T12:16:33.949910+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for tool calls and ensure correct argument formatting,2026-05-03T12:17:05.240653+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for tool calls and ensure correct argument formatting,2026-05-03T12:17:06.364453+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_04_fault_record_downtime_update_run04.json,,Improve error handling for tool calls and ensure correct argument formatting.,2026-05-03T12:17:07.426121+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final6_legacy_a100_matrix,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-03_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_04_fault_record_downtime_update_run05.json,,Improve error handling for invalid status and severity inputs,2026-05-03T12:17:08.459418+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run01.json,,Review and correct the agent's workflow to ensure it follows the expected multi-step process and accurately retrieves and processes relevant data.,2026-05-03T15:41:43.305783+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, ensure correct sequence of operations, and verify results against expected outcomes",2026-05-03T15:41:44.564285+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run03.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-03T15:41:45.717593+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run04.json,,"Improve data retrieval and validation, and ensure correct sequence of operations",2026-05-03T15:41:46.675597+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run05.json,,"Improve data retrieval and validation, and ensure correct sequence of operations",2026-05-03T15:41:47.648717+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve failure mode matching and sensor correlation logic,2026-05-03T15:41:27.967402+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve failure mode matching and sensor correlation logic,2026-05-03T15:41:33.310285+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve failure mode matching and sensor correlation logic,2026-05-03T15:41:34.595658+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run01.json,,"Improve input validation and error handling for tool calls, ensure correct usage of tool arguments and status values.",2026-05-03T15:42:00.590067+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run02.json,,Improve error handling and input validation for tool calls,2026-05-03T15:42:01.925340+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run03.json,,"Improve input validation and error handling for tool calls, ensure correct usage of tool arguments and status values.",2026-05-03T15:42:03.260439+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run04.json,,Improve input validation and error handling for tool calls,2026-05-03T15:42:04.554100+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run05.json,,Improve error handling for tool calls and validate inputs to prevent errors.,2026-05-03T15:42:05.895554+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-03T16:02:41.891680+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and verify results against expected outputs; review and adjust the agent sequence to match the task requirements more closely.,2026-05-03T16:02:43.238831+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval and verification processes,2026-05-03T16:02:44.489915+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-03T16:02:45.672636+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-03T16:02:26.222214+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve error handling for failure mode identification and ensure correct catalogue matching,2026-05-03T16:02:30.530792+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-03T16:02:31.639555+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-03T16:02:32.822543+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-03T16:02:34.083250+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run01.json,,"Improve input validation and handling for tool calls, especially for list_fault_records and estimate_downtime.",2026-05-03T16:02:58.034549+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run02.json,,"Improve input validation and handling for tool calls, especially for limit and severity parameters.",2026-05-03T16:02:59.172257+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run03.json,,"Improve input validation and handling for tool calls, ensure correct transformer ID is used throughout the task",2026-05-03T16:03:00.264838+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run04.json,,Improve input validation and error handling for tool calls,2026-05-03T16:03:01.380832+00:00,v1
+false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final6_legacy_a100_matrix,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run05.json,,"Improve input validation and handling for tool calls, especially for 'list_fault_records', 'estimate_downtime', and 'update_work_order'.",2026-05-03T16:03:02.350588+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and review agent sequence for correct execution,2026-05-04T22:20:46.935207+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-04T22:20:48.628941+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and ensure correct agent sequence,2026-05-04T22:20:49.762331+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run04.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-04T22:20:50.991708+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_multi_01_end_to_end_fault_response_run05.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-04T22:20:52.843852+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve failure mode matching and sensor correlation logic,2026-05-04T22:20:29.686345+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve failure mode matching and sensor correlation logic,2026-05-04T22:20:35.023629+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve failure mode matching and sensor correlation logic,2026-05-04T22:20:36.451258+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve failure mode matching and sensor correlation logic,2026-05-04T22:20:37.984683+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run01.json,,Improve error handling for tool calls and validate inputs to prevent cascading failures.,2026-05-04T22:21:09.601037+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for tool calls and validate inputs to prevent cascading failures.,2026-05-04T22:21:10.998278+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for tool calls and ensure correct argument validation and usage.,2026-05-04T22:21:12.203329+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run04.json,,"Improve input validation and error handling for tool calls, ensure correct usage of tool arguments and status values.",2026-05-04T22:21:14.154275+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,post180_superseded_provenance,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_optimized_wo_04_fault_record_downtime_update_run05.json,,Improve input validation and error handling for tool calls,2026-05-04T22:21:15.665657+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and verify results more thoroughly,2026-05-04T22:41:30.738999+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T22:41:31.842791+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T22:41:32.987915+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval and verification processes,2026-05-04T22:41:34.444650+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and verify results more thoroughly,2026-05-04T22:41:35.429044+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-04T22:41:14.284057+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve error handling for failure mode identification and ensure correct catalogue matching.,2026-05-04T22:41:18.494091+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-04T22:41:20.011837+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-04T22:41:21.514134+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-04T22:41:22.782038+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run01.json,,Improve input validation and error handling for tool calls,2026-05-04T22:41:50.473409+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run02.json,,"Improve input validation and handling for tool calls, especially for limit and severity parameters.",2026-05-04T22:41:51.756508+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run03.json,,"Improve input validation and handling for tool calls, ensure correct transformer ID is used throughout the task",2026-05-04T22:41:53.221660+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run04.json,,"Improve input validation and handling for tool calls, especially for limit in list_fault_records and severity in estimate_downtime.",2026-05-04T22:41:54.710190+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,post180_superseded_provenance,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_optimized_wo_04_fault_record_downtime_update_run05.json,,"Improve input validation and handling for tool calls, ensure correct transformer ID is used throughout the task",2026-05-04T22:41:56.010018+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Review and correct tool usage and argument validation,2026-05-04T20:51:17.462481+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and verify results against expected outputs; review agent sequence for correct dependencies and execution order.,2026-05-04T20:51:18.887039+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-04T20:51:20.612097+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,Review and correct tool usage and error handling,2026-05-04T20:51:22.153589+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,"Improve data retrieval and processing, ensure correct sequence of operations, and verify results against expected outcomes",2026-05-04T20:51:23.483340+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve failure mode matching and sensor correlation logic,2026-05-04T20:51:00.142564+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve failure mode matching and sensor correlation logic,2026-05-04T20:51:03.832026+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve failure mode matching and sensor correlation logic,2026-05-04T20:51:05.114490+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve fault record retrieval and downtime estimation logic,2026-05-04T20:51:40.339789+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve fault record retrieval and downtime estimation by handling validation errors and providing valid inputs.,2026-05-04T20:51:41.823177+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for tool calls and ensure correct argument validation,2026-05-04T20:51:43.645599+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve fault record retrieval and downtime estimation logic,2026-05-04T20:51:45.127650+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve error handling for tool calls and ensure correct argument validation,2026-05-04T20:51:46.391708+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,"Improve data retrieval and processing for steps 1 and 2, and ensure correct sequence execution.",2026-05-04T20:31:05.050313+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-04T20:31:06.418773+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,"Improve data retrieval and processing for steps 1 and 2, and ensure correct sequence execution.",2026-05-04T20:31:07.714435+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and ensure correct agent sequence,2026-05-04T20:31:09.357732+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-04T20:31:10.632559+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Check data retrieval for list_sensors and re-run dependent steps; verify DGA and thermal analysis integration logic,2026-05-04T20:31:13.315339+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,Review and correct the list_sensors tool call and response; ensure proper integration of DGA and thermal analysis results for maintenance decision-making.,2026-05-04T20:31:14.635361+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run04.json,,Check data retrieval for list_sensors and ensure correct execution; review agent sequence for potential logical errors.,2026-05-04T20:31:16.150783+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run05.json,,Check data retrieval for list_sensors and ensure correct execution; review agent sequence for logical flow and dependencies.,2026-05-04T20:31:18.381453+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve fault record retrieval and downtime estimation by handling validation errors and providing valid inputs.,2026-05-04T20:31:26.281680+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-04T20:31:27.557938+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for tool calls and ensure correct argument validation.,2026-05-04T20:31:28.855020+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,"Improve error handling and validation for tool inputs, ensure consistent retrieval and updating of records within the same session.",2026-05-04T20:31:30.131695+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve validation error handling and ensure fault records are correctly retrieved.,2026-05-04T20:31:31.532479+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy by validating tool arguments and handling errors; verify results through additional checks; ensure correct sequence of operations; provide clearer justifications for conclusions drawn,2026-05-04T21:42:31.959336+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T21:42:33.376358+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T21:42:34.705506+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T21:42:35.783201+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-04T21:42:15.290118+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-04T21:42:19.223773+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve error handling for failure mode identification and ensure correct catalogue matching.,2026-05-04T21:42:20.481874+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve error handling for failure mode identification and ensure correct catalogue matching.,2026-05-04T21:42:21.941079+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-04T21:42:23.291896+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve input validation and error handling for tool calls,2026-05-04T21:42:50.133269+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve input validation and handling for list_fault_records and get_fault_record tools,2026-05-04T21:42:51.581116+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve data retrieval by correctly filtering for T-006 and validate tool inputs to avoid errors.,2026-05-04T21:42:53.462947+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,"Improve input validation and handling for tool calls, ensure correct transformer ID is used, and verify work order creation and update processes.",2026-05-04T21:42:54.959093+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve data retrieval for specific transformer IDs and validate tool inputs to avoid errors.,2026-05-04T21:42:56.517890+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and verify results; optimize agent sequence and provide clearer justifications,2026-05-04T21:15:55.249009+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and verify results against expected outputs; review and optimize the agent sequence for better task execution.,2026-05-04T21:15:56.713226+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and verify results through additional checks,2026-05-04T21:15:58.170220+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and verify results,2026-05-04T21:15:59.544229+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve input validation and handling for list_fault_records and get_fault_record tools,2026-05-04T21:16:15.851108+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for tool calls and ensure correct input validation,2026-05-04T21:16:17.529286+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for tool calls and ensure correct input validation,2026-05-04T21:16:19.188733+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve error handling for tool calls and ensure correct input validation,2026-05-04T21:16:21.107182+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve error handling for tool calls and ensure correct input validation,2026-05-04T21:16:22.581486+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_tsfm_02_hotspot_temp_anomaly_run02.json,,Improve error handling for z-score threshold input and ensure correct sensor ID is used for winding temperature,2026-05-04T23:24:27.194161+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,4,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_tsfm_02_hotspot_temp_anomaly_run04.json,,Review error handling for z-score threshold input and ensure correct sensor ID is used for anomaly detection,2026-05-04T23:24:29.759733+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,5,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_tsfm_02_hotspot_temp_anomaly_run05.json,,Review and correct the z-score threshold input for anomaly detection,2026-05-04T23:24:31.319895+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run01.json,,Review data retrieval process for accuracy and ensure correct sequence of operations,2026-05-04T23:24:13.363919+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run03.json,,Re-evaluate tool usage and error handling for list_sensor_readings; verify data retrieval for recent sensor readings and DGA records.,2026-05-04T23:24:15.748536+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run04.json,,Re-evaluate the agent's workflow and tool usage to ensure accurate data retrieval and task completion.,2026-05-04T23:24:17.075630+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_01_end_to_end_fault_response_run05.json,,"The agent failed to retrieve recent sensor readings and relied on incomplete data, leading to unverified results and potential hallucinations.",2026-05-04T23:24:18.417036+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_multi_02_dga_to_workorder_pipeline_run02.json,,Improve grounding of final answer with actual data and analysis results; verify generalized results with more specific evidence.,2026-05-04T23:24:21.008704+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_04_load_current_overload_check_run02.json,,Improve data retrieval by checking sensor data availability before proceeding with analysis.,2026-05-04T23:24:08.493099+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,5,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_iot_04_load_current_overload_check_run05.json,,Improve data retrieval by checking for valid sensor readings before proceeding with analysis.,2026-05-04T23:24:12.212733+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run01.json,,Review and correct the agent's diagnosis to match the actual DGA results and ensure the correct failure mode is identified.,2026-05-04T23:23:58.086461+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve failure mode matching and sensor prioritization logic,2026-05-04T23:24:02.141101+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for tool calls and ensure correct argument formatting.,2026-05-04T23:24:33.762623+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_04_fault_record_downtime_update_run03.json,,Improve error handling and input validation for tool calls,2026-05-04T23:24:35.002106+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,post180_superseded_provenance,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized/2026-05-04_ZSD_llama-3-1-8b-instruct-int8_verified_pe_optimized_wo_04_fault_record_downtime_update_run05.json,,Improve error handling for tool calls and ensure correct argument formatting,2026-05-04T23:24:37.406324+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,post180_superseded_provenance,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx/2026-05-04_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_tsfm_02_hotspot_temp_anomaly_run01.json,,Handle data absence and provide fallback or alternative analysis,2026-05-04T23:10:13.418369+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,post180_superseded_provenance,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx/2026-05-04_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_tsfm_02_hotspot_temp_anomaly_run02.json,,Handle missing data error and provide a more informative response.,2026-05-04T23:10:14.743914+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,post180_superseded_provenance,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx/2026-05-04_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_tsfm_02_hotspot_temp_anomaly_run03.json,,Check if transformer T-019 and sensor winding_temp_c exist and have readings for the specified time period.,2026-05-04T23:10:16.089607+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,post180_superseded_provenance,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx/2026-05-04_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval by handling missing sensor data and verify results with more accurate forecasting methods.,2026-05-04T23:09:11.973341+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,post180_superseded_provenance,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx/2026-05-04_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval and task sequence logic,2026-05-04T23:09:13.442233+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,post180_superseded_provenance,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx/2026-05-04_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run01.json,,Improve data retrieval by checking sensor IDs before analysis,2026-05-04T23:09:36.745372+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,post180_superseded_provenance,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx/2026-05-04_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run02.json,,Check tool call results and handle errors before proceeding,2026-05-04T23:10:10.169836+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,post180_superseded_provenance,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx/2026-05-04_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_multi_02_dga_to_workorder_pipeline_run03.json,,"The agent failed to retrieve relevant data for DGA and thermal trends, made incorrect assumptions, and provided an unjustified maintenance recommendation.",2026-05-04T23:10:11.857180+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,post180_superseded_provenance,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx/2026-05-04_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_iot_04_load_current_overload_check_run02.json,,"The agent did not provide any response or trajectory, failing to complete the task or demonstrate any relevant capabilities.",2026-05-04T23:09:08.853231+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,post180_superseded_provenance,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx/2026-05-04_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run01.json,,The agent retrieved fault details for T-008 instead of T-006 and used the correct transformer ID for other operations. Ensure correct asset ID is used consistently across all operations.,2026-05-04T23:10:17.956666+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,post180_superseded_provenance,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx/2026-05-04_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run02.json,,The agent retrieved fault details for T-008 instead of T-006 and did not correctly follow the task sequence.,2026-05-04T23:10:20.018389+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,post180_superseded_provenance,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx/2026-05-04_A70B_llama-3-3-70b-instruct_agent_as_tool_direct_wo_04_fault_record_downtime_update_run03.json,,The agent retrieved fault details for T-008 instead of T-006 and used T-006 for estimating downtime and creating a work order. Ensure correct asset ID is used consistently across operations.,2026-05-04T23:10:21.432693+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run01.json,,Check data availability and sensor IDs before running anomaly detection,2026-05-04T23:10:50.359518+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run02.json,,Check data availability for transformer T-019 and sensor winding_temp_c,2026-05-04T23:10:51.428768+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_tsfm_02_hotspot_temp_anomaly_run03.json,,Verify data exists for T-019 winding_temp_c before running anomaly detection,2026-05-04T23:10:52.644439+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run01.json,,The agent failed to retrieve relevant IoT evidence and made incorrect inferences about the fault mode. Review and correct the trend analysis and sensor correlation tools.,2026-05-04T23:10:39.683986+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval by handling missing sensor readings and ensure correct sensor IDs are used. Verify results through more robust trend analysis and fault mode mapping. Provide clearer justification for fault mode inference and risk estimation.,2026-05-04T23:10:41.328831+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval by checking sensor IDs and transformer IDs; verify failure mode mapping and RUL forecast methodology.,2026-05-04T23:10:43.103419+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run01.json,,The agent should have handled the missing sensor data more effectively and provided a more comprehensive maintenance decision based on available data.,2026-05-04T23:10:44.545034+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,"Check sensor ID or transformer ID, or use a different function to get the required thermal anomaly trend data",2026-05-04T23:10:46.338495+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification,clarity_and_justification",6,auto_only,,,,,,0.1667,False,0.6,False,False,False,False,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,The agent should have used available tools effectively and provided a decision based on DGA diagnostics and thermal anomaly trends.,2026-05-04T23:10:48.958731+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_iot_04_load_current_overload_check_run01.json,,"The agent did not provide any response or trajectory, failing to complete the task or retrieve necessary data.",2026-05-04T23:10:35.472168+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_iot_04_load_current_overload_check_run02.json,,"The agent did not provide any response or trajectory, failing to complete the task or demonstrate any relevant capabilities.",2026-05-04T23:10:36.656897+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_iot_04_load_current_overload_check_run03.json,,"The agent did not provide any response or trajectory, indicating a lack of engagement with the task.",2026-05-04T23:10:38.207946+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,"The agent failed to correctly match the diagnosed fault mode to the appropriate failure mechanism in the catalogue. The diagnosed fault mode was 'Thermal fault, t < 300 °C', but the agent matched it with 'Partial Discharge (FM-001)' which is incorrect. The agent should have used the IEC code from the DGA analysis to find the correct failure mechanism. Additionally, the agent should have provided a rationale for the sensor prioritization based on the failure mechanism.",2026-05-04T23:10:32.801705+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run01.json,,The agent retrieved fault record for T-008 instead of T-006 and used incorrect transformer_id in estimate_downtime. Ensure correct asset ID is used throughout the task.,2026-05-04T23:10:54.245499+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run02.json,,The agent retrieved a fault record for T-008 instead of T-006 and used an incorrect fault_id. Ensure correct input parameters are used for tool calls.,2026-05-04T23:10:56.257599+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,post180_superseded_provenance,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx/2026-05-04_B70B_llama-3-3-70b-instruct_agent_as_tool_baseline_wo_04_fault_record_downtime_update_run03.json,,The agent should retrieve the correct fault record for T-006 instead of T-008 and ensure the correct transformer ID is used throughout the task.,2026-05-04T23:10:57.964646+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run01.json,,Check input parameters and data existence before making function calls.,2026-05-04T23:11:23.227758+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run02.json,,Check data availability for transformer T-019 winding temperature before running anomaly detection,2026-05-04T23:11:24.655267+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_tsfm_02_hotspot_temp_anomaly_run03.json,,The agent failed to correctly identify the relevant sensor and properly execute the anomaly detection task. It should have verified sensor existence before attempting anomaly detection and provided a clear summary of results.,2026-05-04T23:11:26.512589+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval by handling datetime comparisons correctly and ensure all required sensor data is retrieved and analyzed.,2026-05-04T23:11:10.042526+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run02.json,,The agent should have checked the available sensors before attempting to retrieve readings. It should also verify the retrieved data before proceeding with the analysis.,2026-05-04T23:11:11.335070+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_multi_01_end_to_end_fault_response_run03.json,,The agent should have handled the error when no readings were found for the specified transformer and sensor.,2026-05-04T23:11:12.884353+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run01.json,,The agent should have handled the error when no readings were found for the specified transformer and sensor. It should also have provided a more accurate diagnosis based on the available data.,2026-05-04T23:11:14.131275+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run02.json,,Improve data retrieval and handling missing data; enhance sequence logic and result verification.,2026-05-04T23:11:15.624423+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_multi_02_dga_to_workorder_pipeline_run03.json,,The agent should have handled the missing sensor data more robustly and provided a more accurate DGA diagnosis.,2026-05-04T23:11:16.943263+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_iot_04_load_current_overload_check_run01.json,,"The agent did not provide any response or trajectory, failing to complete the task or demonstrate any relevant capabilities.",2026-05-04T23:11:05.950460+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_iot_04_load_current_overload_check_run02.json,,"The agent did not provide any response or trajectory, failing to complete the task or demonstrate any relevant capabilities.",2026-05-04T23:11:07.428625+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_iot_04_load_current_overload_check_run03.json,,"The agent did not provide any response or trajectory, failing to complete the task or demonstrate any relevant capabilities.",2026-05-04T23:11:08.782122+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run01.json,,Agent failed to provide any response or trajectory for the given task.,2026-05-04T23:10:59.690157+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run02.json,,Agent failed to provide a response or follow the task requirements,2026-05-04T23:11:02.435305+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_fmsr_04_dga_full_diagnostic_chain_run03.json,,The agent's DGA diagnosis was 'Normal / Inconclusive' but it proceeded as if it was 'Partial Discharge'. The agent should have used the actual DGA diagnosis to determine the fault mode. The agent also failed to properly correlate the DGA results with the failure mode catalogue and didn't prioritize sensors based on the actual failure mode characteristics.,2026-05-04T23:11:03.521175+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run01.json,,The agent retrieved fault details for T-008 instead of T-006. Ensure correct asset ID is used in queries.,2026-05-04T23:11:28.546326+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run02.json,,"The agent retrieved fault details for T-008 instead of T-006 and used an incorrect fault_id. The transformer_id used in estimate_downtime and subsequent functions was correct, but the fault_type was null in multiple outputs.",2026-05-04T23:11:30.269869+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,post180_superseded_provenance,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx/2026-05-04_C70B_llama-3-3-70b-instruct_agent_as_tool_optimized_wo_04_fault_record_downtime_update_run03.json,,The agent retrieved fault details for T-008 instead of T-006. Ensure correct asset ID is used in queries.,2026-05-04T23:11:31.876653+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,post180_superseded_provenance,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_Y70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-04_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run02.json,,Improve date parsing for get_sensor_readings and ensure correct sensor data retrieval before proceeding with anomaly detection.,2026-05-04T23:11:54.574930+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,post180_superseded_provenance,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_Y70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-04_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run03.json,,Improve date parsing for get_sensor_readings and validate intermediate steps,2026-05-04T23:11:56.498782+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,post180_superseded_provenance,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_Y70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-04_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run01.json,,"Improve task completion by ensuring all required information is provided, verify results against original data, and avoid hallucinations by sticking to retrieved data.",2026-05-04T23:11:40.710601+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,post180_superseded_provenance,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_Y70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-04_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run02.json,,Improve the final answer generation to accurately reflect the results from the tool calls and avoid hallucinations.,2026-05-04T23:11:42.359998+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,post180_superseded_provenance,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_Y70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-04_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run03.json,,The agent should correctly identify the peak value and timestamp from the anomaly detection results and provide a clear and justified final answer.,2026-05-04T23:11:43.766848+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,post180_superseded_provenance,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-04_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,The agent failed to correctly match the diagnosed fault mode to the appropriate failure mechanism in the catalogue. It also failed to properly prioritize sensors based on the actual failure mechanism.,2026-05-04T23:11:33.767462+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,post180_superseded_provenance,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-04_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,The agent failed to properly match the diagnosed fault mode to the correct failure mechanism in the catalogue. It also failed to prioritize sensors based on the correct failure mechanism.,2026-05-04T23:11:36.887782+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,post180_superseded_provenance,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-04_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,"The agent failed to correctly match the diagnosed fault mode to the appropriate failure mechanism in the catalogue. The diagnosed fault mode was 'Thermal fault, t < 300 °C', but the agent matched it to 'Arc Discharge (FM-006)', which is inconsistent with the diagnosis. The agent should have either correctly identified a matching failure mechanism or indicated that no suitable match was found.",2026-05-04T23:11:38.427356+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,post180_superseded_provenance,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx/2026-05-04_Y70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for downtime estimation and work order updates.,2026-05-04T23:11:58.972612+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,1,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run01.json,,Improve date parsing for get_sensor_readings and validate tool outputs,2026-05-04T23:12:25.528233+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations",4,auto_only,,,,,,0.5,False,0.6,False,False,False,True,True,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,2,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run02.json,,Improve date parsing for get_sensor_readings and ensure correct sensor data retrieval before anomaly detection,2026-05-04T23:12:26.812374+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct",3,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,True,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-006,data/scenarios/tsfm_02_hotspot_temp_anomaly.json,3,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_tsfm_02_hotspot_temp_anomaly_run03.json,,Improve date parsing for get_sensor_readings and ensure correct data retrieval before proceeding with anomaly detection,2026-05-04T23:12:28.246151+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run01.json,,Review decision-making logic for maintenance scheduling and ensure consistent work order management.,2026-05-04T23:12:21.613779+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,"Agent failed to provide a plan, trajectory, or final answer",2026-05-04T23:12:24.471064+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run01.json,,Improve the final answer generation to accurately reflect the results of the analysis and provide specific details such as timestamps for peak values.,2026-05-04T23:12:07.963382+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run02.json,,The agent failed to correctly identify the peak anomalous value and its timestamp. The 'none' tool was used in step 4 without providing actual analysis or result.,2026-05-04T23:12:09.300140+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run03.json,,"The agent failed to correctly identify the peak anomalous value and its timestamp. Step 4 in the agent trajectory did not actually process the anomalies detected in Step 3. The final answer misinterpreted the results, incorrectly stating the peak anomalous value and not clearly linking it to the task requirements.",2026-05-04T23:12:10.898259+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Review the failure mode matching logic and ensure that the selected failure mechanism aligns with the diagnosed fault mode. Verify that the recommended sensors are relevant to the identified failure mechanism.,2026-05-04T23:12:02.170677+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,True,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,The agent failed to correctly match the diagnosed fault mode to the failure mechanism in the catalogue. It also failed to properly prioritize sensors based on the correct failure mechanism.,2026-05-04T23:12:05.273667+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Review the failure mode matching logic and ensure that the selected failure mechanism aligns with the diagnosed fault mode.,2026-05-04T23:12:06.564137+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve error handling for downtime estimation and work order updates,2026-05-04T23:12:29.584701+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx/2026-05-04_YS70B_llama-3-3-70b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve fault record retrieval and work order update logic,2026-05-04T23:12:30.844643+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,post180_superseded_provenance,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Z70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-04_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve the agent's ability to verify results and follow a correct sequence of actions.,2026-05-04T23:12:43.288765+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,post180_superseded_provenance,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_Z70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-04_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run01.json,,Improve the final answer generation to accurately reflect the results of the analysis and avoid hallucinations.,2026-05-04T23:12:38.694402+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,post180_superseded_provenance,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_Z70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-04_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run02.json,,Provide the specific timestamp for the peak recorded value and ensure that the final answer accurately reflects the results of the analysis.,2026-05-04T23:12:40.025899+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,post180_superseded_provenance,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_Z70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-04_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run03.json,,Improve the final answer generation to accurately reflect the results of the analysis and provide specific details such as timestamps for peak values.,2026-05-04T23:12:41.511251+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,post180_superseded_provenance,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-04_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve error handling and fallback strategies for failed tool calls,2026-05-04T23:12:33.674811+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,post180_superseded_provenance,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-04_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve failure mode matching and sensor prioritization logic,2026-05-04T23:12:36.393439+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,post180_superseded_provenance,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-04_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T23:12:37.583383+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,post180_superseded_provenance,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-04_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve error handling for session management and work order updates,2026-05-04T23:13:00.358666+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,post180_superseded_provenance,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-04_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for session management and ensure work order updates are persisted.,2026-05-04T23:13:01.606098+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,post180_superseded_provenance,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx/2026-05-04_Z70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for session management and ensure work orders are properly updated.,2026-05-04T23:13:02.695368+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_ZS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-04_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run01.json,,Improve the final answer generation to accurately reflect the results of the analysis and provide specific details such as timestamps for peak values.,2026-05-04T23:13:11.174747+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,True,True,False,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_ZS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-04_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run03.json,,The agent should improve anomaly detection result interpretation and provide more detailed justifications for its conclusions.,2026-05-04T23:13:14.366496+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_ZS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-04_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve failure mode matching and sensor prioritization logic,2026-05-04T23:13:04.537545+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,generalized_result_verification,clarity_and_justification",3,auto_only,,,,,,0.3333,False,0.6,False,True,True,False,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_ZS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-04_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve failure mode matching and sensor prioritization logic,2026-05-04T23:13:07.498185+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,False,True,True,True,False,True,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_ZS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-04_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve failure mode matching and sensor prioritization logic,2026-05-04T23:13:09.042495+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_ZS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-04_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve error handling for session management and ensure work order updates are persisted across sessions.,2026-05-04T23:13:26.735764+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_ZS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-04_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve session management for work orders and handle errors more gracefully,2026-05-04T23:13:28.032273+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,True,False,True,False,False,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,post180_superseded_provenance,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_ZS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx/2026-05-04_ZS70B_llama-3-3-70b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve error handling for work order updates and ensure session management is robust.,2026-05-04T23:13:29.317426+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and ensure correct sequence of operations,2026-05-03T15:00:50.501166+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval and processing for accurate sensor data and failure mode analysis.,2026-05-03T15:00:51.528142+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and ensure correct sequence of operations,2026-05-03T15:00:52.736422+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and ensure correct sequence of operations,2026-05-03T15:00:53.711432+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run01.json,,Improve diagnosis integration and provide clear justification for maintenance decisions.,2026-05-03T15:00:54.886188+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Improve diagnosis integration and provide clear justification for maintenance decisions.,2026-05-03T15:00:55.901647+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,Improve justification by directly relating DGA and thermal trend analysis results,2026-05-03T15:00:56.967476+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run04.json,,Improve diagnosis integration and provide clear justification for maintenance decisions.,2026-05-03T15:00:57.990933+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_02_dga_to_workorder_pipeline_run05.json,,Improve justification for maintenance decision and verify DGA diagnosis against multiple methods.,2026-05-03T15:00:59.287545+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run01.json,,Provide a clear conclusion based on the retrieved data and analysis results.,2026-05-03T15:00:43.695407+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run02.json,,Provide a clear conclusion based on the retrieved data and analysis results.,2026-05-03T15:00:44.691888+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run03.json,,Provide a clear conclusion based on the retrieved data and analysis results.,2026-05-03T15:00:46.083642+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run04.json,,Provide a clear conclusion based on the retrieved data and analysis results.,2026-05-03T15:00:47.202597+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_04_load_current_overload_check_run05.json,,Provide a clear conclusion based on the retrieved data and analysis results.,2026-05-03T15:00:48.351276+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Review and correct the get_sensor_correlation step to ensure accurate failure mode matching and sensor prioritization.,2026-05-03T15:00:35.465602+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review and correct the get_sensor_correlation step to ensure accurate failure mode matching and sensor prioritization.,2026-05-03T15:00:39.206640+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Review and correct the get_sensor_correlation step as it returned an error due to a missing failure mode.,2026-05-03T15:00:40.293103+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-03T15:00:41.373291+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Review and correct the get_sensor_correlation step as it returned an error due to a non-existent failure mode.,2026-05-03T15:00:42.578374+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Review and correct the initial list_fault_records call arguments and ensure proper fault_id is used for get_fault_record,2026-05-03T15:01:06.757006+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Review and correct the list_fault_records and estimate_downtime tool calls,2026-05-03T15:01:07.933255+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Review and correct the initial fault retrieval step to ensure accurate data is fetched for T-006.,2026-05-03T15:01:08.904381+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Review and correct the initial list_fault_records call and ensure correct transformer_id is used throughout the sequence.,2026-05-03T15:01:10.106258+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Review and correct the list_fault_records tool usage and ensure correct transformer_id is used throughout the steps.,2026-05-03T15:01:11.367471+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Review and correct the agent's workflow to ensure it follows the expected multi-step process and accurately retrieves and processes relevant data.,2026-05-03T12:37:33.976410+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-03T12:37:35.182687+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-03T12:37:36.272794+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,The agent failed to complete the task due to incorrect tool usage and incomplete data retrieval. The agent should be re-trained on correct tool usage and error handling.,2026-05-03T12:37:37.418381+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,Review and correct tool usage and input validation for iot and fmsr servers,2026-05-03T12:37:38.597794+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve failure mode matching and sensor correlation logic,2026-05-03T12:37:18.791603+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve failure mode matching and sensor correlation logic,2026-05-03T12:37:23.834046+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve failure mode matching and sensor correlation logic,2026-05-03T12:37:24.776534+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve error handling for tool calls and ensure correct argument validation.,2026-05-03T12:37:52.078279+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for tool validation and fault record retrieval,2026-05-03T12:37:53.193819+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve fault record retrieval and downtime estimation logic,2026-05-03T12:37:54.282947+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve error handling for tool calls and ensure correct argument validation,2026-05-03T12:37:55.347439+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve error handling for tool calls and ensure correct argument validation.,2026-05-03T12:37:56.548487+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Repair get_asset_metadata and dependent steps,2026-05-03T13:25:18.854502+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,Repair get_asset_metadata and dependent steps,2026-05-03T13:25:19.876448+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Repair get_asset_metadata and dependent steps,2026-05-03T13:25:20.921198+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,Repair get_asset_metadata and dependent steps,2026-05-03T13:25:21.907244+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,Repair get_asset_metadata and other failed steps before retrying,2026-05-03T13:25:22.976879+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Rerun or repair the evidence retrieval step before making a maintenance recommendation.,2026-05-03T13:25:04.529570+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review and correct the get_sensor_correlation step to ensure successful execution and accurate results.,2026-05-03T13:25:08.238059+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,"Rerun or repair the evidence retrieval step before making a maintenance recommendation, particularly for get_sensor_correlation.",2026-05-03T13:25:09.409851+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-03T13:25:10.635652+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Review and correct the get_sensor_correlation step to ensure successful retrieval of sensor correlation data.,2026-05-03T13:25:11.722561+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,"Review and correct the list_fault_records tool call to provide a valid limit argument, and ensure subsequent steps use valid inputs derived from successful previous steps.",2026-05-03T13:25:35.701057+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,"Review and correct the input validation errors, ensure correct fault_id is used, and verify work order creation and update logic.",2026-05-03T13:25:36.947307+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Review and correct the initial data retrieval step to ensure accurate fault record retrieval.,2026-05-03T13:25:38.277398+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Review and correct the list_fault_records tool call arguments and ensure proper fault record retrieval before proceeding with subsequent steps.,2026-05-03T13:25:39.399348+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Review and correct the list_fault_records tool call and subsequent dependent steps,2026-05-03T13:25:40.507610+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and ensure correct sequence of operations,2026-05-03T14:13:44.245360+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, ensure correct sequence of operations, and verify results with more accurate methods",2026-05-03T14:13:45.371755+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval and processing for accurate sensor data and failure mode analysis,2026-05-03T14:13:46.564957+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,"Improve data retrieval and processing, verify results against multiple sources, and correct the agent sequence to follow the plan",2026-05-03T14:13:47.884713+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and review agent sequence for potential errors,2026-05-03T14:13:49.156863+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Review and correct the get_sensor_correlation step to ensure successful retrieval of sensor correlation data.,2026-05-03T14:13:29.506636+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review and correct the get_sensor_correlation step to ensure accurate failure mode matching and sensor prioritization.,2026-05-03T14:13:33.290910+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Review and correct the get_sensor_correlation step as it returned an error due to a non-existent failure mode.,2026-05-03T14:13:34.656941+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Review and correct the get_sensor_correlation step to ensure accurate failure mode matching and sensor prioritization.,2026-05-03T14:13:35.872143+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Review and correct the get_sensor_correlation step to ensure successful execution and accurate results.,2026-05-03T14:13:37.083630+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Check fault retrieval and work order creation steps for errors and inconsistencies,2026-05-03T14:14:02.859715+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Review and correct the initial list_fault_records call arguments and ensure proper fault_id is retrieved for T-006; validate severity levels for estimate_downtime; ensure work order creation and update are correctly linked.,2026-05-03T14:14:04.037375+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Review and correct the list_fault_records and get_fault_record tool usage to ensure correct transformer_id is used; validate severity levels in estimate_downtime; ensure work order creation and update are properly linked.,2026-05-03T14:14:05.337636+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Review and correct the list_fault_records tool call arguments and error handling; ensure correct fault_id is used for get_fault_record; validate severity levels for estimate_downtime; verify work order creation and update logic.,2026-05-03T14:14:06.779314+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_pre173_diagnostic,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-03_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve fault record retrieval for the correct transformer ID and handle severity level validation for downtime estimation.,2026-05-03T14:14:08.156942+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and review agent sequence for potential optimization,2026-05-03T15:26:44.522082+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and review agent sequence for potential optimization,2026-05-03T15:26:47.953563+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and review agent sequence for potential optimization,2026-05-03T15:26:49.210857+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_02_dga_to_workorder_pipeline_run01.json,,Improve integration of DGA diagnosis and thermal trend analysis for more robust decision-making.,2026-05-03T15:26:50.445799+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_02_dga_to_workorder_pipeline_run02.json,,Improve the integration of DGA diagnosis and thermal trend analysis for a more coherent decision-making process.,2026-05-03T15:26:51.549800+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_02_dga_to_workorder_pipeline_run03.json,,Improve the integration of DGA diagnosis and thermal anomaly trends for a more coherent decision-making process.,2026-05-03T15:26:52.741507+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_02_dga_to_workorder_pipeline_run04.json,,Improve verification of diagnosis results and provide clearer justification for maintenance decisions.,2026-05-03T15:26:54.007176+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_generalized_result_verification,"generalized_result_verification,clarity_and_justification",2,auto_only,,,,,,0.5,False,0.6,True,True,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-010,data/scenarios/multi_02_dga_to_workorder_pipeline.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_02_dga_to_workorder_pipeline_run05.json,,Improve the integration of DGA diagnosis and thermal trend analysis for a more coherent decision-making process.,2026-05-03T15:26:55.242925+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run01.json,,Provide a clear conclusion based on the retrieved data and analysis results.,2026-05-03T15:26:38.095976+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run02.json,,Provide a clear conclusion based on the retrieved data and analysis results.,2026-05-03T15:26:39.267198+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run03.json,,Provide a clear conclusion based on the retrieved data and analysis results.,2026-05-03T15:26:40.540303+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run04.json,,Provide a clear final answer based on the retrieved data and analysis results.,2026-05-03T15:26:42.165809+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,hallucinations,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.5,False,0.6,False,True,True,False,False,False,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-012,data/scenarios/iot_04_load_current_overload_check.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_iot_04_load_current_overload_check_run05.json,,Provide a clear conclusion based on the retrieved data and analysis results.,2026-05-03T15:26:43.368254+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Review and repair the get_sensor_correlation step to ensure successful execution and accurate results.,2026-05-03T15:26:29.159998+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review and correct the get_sensor_correlation step to ensure accurate failure mode matching and sensor prioritization.,2026-05-03T15:26:33.014204+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Review and correct the get_sensor_correlation step to ensure accurate failure mode identification and sensor prioritization.,2026-05-03T15:26:34.190608+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Review and correct the get_sensor_correlation step to ensure accurate failure mode matching and sensor prioritization.,2026-05-03T15:26:35.784310+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Review and repair the get_sensor_correlation step to resolve the 'Failure mode not found' error.,2026-05-03T15:26:36.819927+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,"Improve input validation and error handling for tool calls, especially for list_fault_records and estimate_downtime.",2026-05-03T15:27:02.894507+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve input validation and error handling for tool calls,2026-05-03T15:27:04.126605+00:00,v1
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+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,"Review and correct the initial steps to ensure all required arguments are provided and valid, particularly for get_asset_metadata and list_assets tools.",2026-05-03T13:52:13.551183+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,"Replan and repair evidence retrieval steps, particularly get_asset_metadata",2026-05-03T13:52:14.740159+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,"Review and correct the initial steps to ensure all required arguments are provided and valid, particularly for get_asset_metadata and list_assets tools.",2026-05-03T13:52:15.719165+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,"Review and correct the initial steps to ensure all required arguments are provided for each tool call, particularly for get_asset_metadata and other critical steps.",2026-05-03T13:52:16.895499+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Review and correct the get_sensor_correlation step to ensure successful execution and accurate results.,2026-05-03T13:51:59.235076+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Rerun or repair the evidence retrieval step for get_sensor_correlation before making a maintenance recommendation.,2026-05-03T13:52:02.979983+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Repair the get_sensor_correlation step to resolve the 'Failure mode not found' error,2026-05-03T13:52:04.049780+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Repair the get_sensor_correlation step to provide valid failure mode correlation data,2026-05-03T13:52:05.208285+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Rerun get_sensor_correlation step with valid failure mode ID,2026-05-03T13:52:06.228893+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve input validation and error handling for tool calls,2026-05-03T13:52:28.899263+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve input validation and error handling for tool calls,2026-05-03T13:52:29.898596+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Review and correct the input validation for list_fault_records and ensure correct transformer_id is used throughout the task.,2026-05-03T13:52:30.874883+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,"Improve input validation and error handling for tool calls, ensure correct transformer_id is used throughout the task",2026-05-03T13:52:32.006689+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve input validation and error handling for tool calls,2026-05-03T13:52:33.219481+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and review agent sequence for potential optimization,2026-05-03T14:39:48.796817+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and ensure correct sequence of operations,2026-05-03T14:39:49.941257+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy by validating tool arguments and responses; review agent sequence to ensure correct dependencies between steps.,2026-05-03T14:39:50.996258+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and review agent sequence for potential optimization,2026-05-03T14:39:53.465787+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Review and correct the get_sensor_correlation step to ensure accurate failure mode identification and sensor prioritization.,2026-05-03T14:39:34.795833+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review and correct the get_sensor_correlation step to ensure accurate failure mode identification and sensor prioritization.,2026-05-03T14:39:38.783102+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Review and correct the get_sensor_correlation step to ensure accurate failure mode identification and sensor prioritization.,2026-05-03T14:39:40.143577+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Review and correct the get_sensor_correlation step to ensure accurate failure mode identification and sensor prioritization.,2026-05-03T14:39:41.250027+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Review and correct the get_sensor_correlation step to ensure accurate failure mode matching and sensor prioritization.,2026-05-03T14:39:42.536169+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve input validation and error handling for tool calls,2026-05-03T14:40:07.082942+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,"Improve input validation and error handling for tool calls, particularly for list_fault_records and estimate_downtime.",2026-05-03T14:40:08.075415+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,"Improve input validation and error handling for tool calls, ensure correct transformer_id is used throughout the task",2026-05-03T14:40:09.285357+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve input validation and error handling for tool calls,2026-05-03T14:40:10.527133+00:00,v1
+false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_pre173_diagnostic,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-03_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve data retrieval by ensuring correct input arguments and handling errors gracefully.,2026-05-03T14:40:11.629728+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and agent sequence correctness,2026-05-04T22:54:42.479942+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, ensure correct sequence of operations, and verify results against expected outcomes",2026-05-04T22:54:43.813772+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and verify results; correct agent sequence to follow plan more closely.,2026-05-04T22:54:45.175027+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and review agent sequence for correctness,2026-05-04T22:54:46.551975+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T22:54:47.808906+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve data retrieval accuracy and verify results against known failure modes and sensor correlations.,2026-05-04T22:54:25.272211+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T22:54:29.707761+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve data retrieval accuracy and verify results against expected outcomes.,2026-05-04T22:54:30.916326+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T22:54:32.152706+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve data retrieval accuracy and verify results against expected failure modes.,2026-05-04T22:54:33.386791+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve fault record retrieval for correct transformer ID and handle severity level validation for downtime estimation.,2026-05-04T22:55:02.348073+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve data retrieval by ensuring correct transformer ID is used and enhance error handling for tool execution.,2026-05-04T22:55:03.616401+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve data retrieval accuracy and handle errors in tool arguments and responses.,2026-05-04T22:55:05.061657+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve fault record retrieval for the correct transformer ID and handle severity level validation for downtime estimation.,2026-05-04T22:55:06.331972+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve data retrieval by ensuring correct transformer ID is used and validate tool arguments before execution.,2026-05-04T22:55:07.460359+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Review and correct tool usage and argument validation; ensure proper data retrieval and processing; verify results against expected outputs; improve sequence planning and execution; enhance justification and clarity in final answer.,2026-05-04T20:33:10.086047+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-04T20:33:11.564780+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-04T20:33:13.171704+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,"Improve data retrieval and processing, ensure correct sequence of operations, and verify results against known data.",2026-05-04T20:33:14.715025+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,"Improve data retrieval and processing, and ensure correct sequence of operations",2026-05-04T20:33:16.065155+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve failure mode matching and sensor correlation logic,2026-05-04T20:32:53.012701+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve search_failure_modes and get_sensor_correlation tool calls to provide more accurate and relevant results.,2026-05-04T20:32:57.303900+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve failure mode matching and sensor correlation logic,2026-05-04T20:32:58.876734+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve search_failure_modes and get_sensor_correlation tool calls to provide more accurate and relevant results.,2026-05-04T20:33:00.841774+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve failure mode matching and sensor correlation logic,2026-05-04T20:33:02.320692+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-04T20:33:31.311054+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,hallucinations,generalized_result_verification",5,auto_only,,,,,,0.3333,False,0.6,False,False,False,True,False,False,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve error handling for tool calls and ensure correct argument validation.,2026-05-04T20:33:32.678173+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-04T20:33:34.015878+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve error handling for tool calls and ensure correct argument validation.,2026-05-04T20:33:35.340735+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,hallucinations,generalized_result_verification",4,auto_only,,,,,,0.5,False,0.6,False,False,True,True,False,False,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve fault record retrieval and downtime estimation by handling validation errors and invalid severities.,2026-05-04T20:33:36.545784+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,Repair get_asset_metadata and other failed steps before retrying,2026-05-04T21:20:08.366155+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,Repair get_asset_metadata and list_assets steps to provide required evidence,2026-05-04T21:20:10.100488+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Repair get_asset_metadata and dependent steps,2026-05-04T21:20:11.550770+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,"Repair evidence retrieval steps, particularly get_asset_metadata",2026-05-04T21:20:12.753728+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,Repair get_asset_metadata and dependent steps,2026-05-04T21:20:14.417270+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Rerun or repair the evidence retrieval step for get_sensor_correlation before making a maintenance recommendation.,2026-05-04T21:19:50.387905+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Review and correct the get_sensor_correlation step to provide a valid failure mode match.,2026-05-04T21:19:54.636910+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Review and correct the get_sensor_correlation step to ensure successful execution and accurate results.,2026-05-04T21:19:56.019939+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Rerun or repair the evidence retrieval step for get_sensor_correlation before making a maintenance recommendation.,2026-05-04T21:19:57.738426+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Rerun or repair the evidence retrieval step for get_sensor_correlation before making a maintenance recommendation.,2026-05-04T21:19:59.328703+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Review and correct the list_fault_records tool call and subsequent dependent steps.,2026-05-04T21:20:30.011492+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,"Review and correct the list_fault_records tool call to provide a valid integer for the limit argument, and ensure subsequent steps are grounded in accurate data retrieval.",2026-05-04T21:20:31.471837+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,Review and correct the initial data retrieval step to ensure accurate fault record retrieval.,2026-05-04T21:20:33.034118+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Review and correct the initial data retrieval step to ensure accurate fault record retrieval.,2026-05-04T21:20:34.707194+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,"Review and correct the list_fault_records tool call to provide a valid limit argument, and ensure subsequent steps are executed with valid inputs.",2026-05-04T21:20:36.110444+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run01.json,,"Improve data retrieval and processing, ensure correct sequence of operations, and verify results with more accurate methods",2026-05-04T22:07:48.387085+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run02.json,,"Improve data retrieval and processing, ensure correct sequence of operations, and verify results against multiple sources",2026-05-04T22:07:49.798726+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and review agent sequence for correct execution,2026-05-04T22:07:51.388045+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and ensure correct sequence of operations,2026-05-04T22:07:52.755757+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and review agent sequence for potential optimization,2026-05-04T22:07:54.935943+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T22:07:31.628135+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T22:07:35.798240+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T22:07:36.964445+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T22:07:38.143651+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T22:07:39.520111+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve data retrieval for specific transformer IDs and handle tool errors more robustly.,2026-05-04T22:08:11.044914+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve data retrieval to correctly identify fault records for T-006 and ensure work order updates are successful.,2026-05-04T22:08:12.371414+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run03.json,,The agent failed to retrieve the correct fault details for T-006 and encountered errors in estimating downtime and updating the work order status.,2026-05-04T22:08:13.629514+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve data retrieval for specific transformer IDs and handle work order session management.,2026-05-04T22:08:15.296999+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,post180_superseded_provenance,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask/2026-05-04_Y_llama-3-1-8b-instruct_plan_execute_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve data retrieval for specific transformer IDs and handle errors in tool calls more effectively.,2026-05-04T22:08:17.169291+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T23:20:21.199941+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and ensure correct sequence of operations,2026-05-04T23:20:22.712914+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,"Review and correct tool argument validation errors, ensure consistent data retrieval and processing",2026-05-04T23:20:24.290872+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and verify results against expected outputs.,2026-05-04T23:20:25.782630+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and verify results against expected outputs.,2026-05-04T23:20:26.985783+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,The agent failed to correctly identify the closest matching failure mechanism in the catalogue and made incorrect sensor prioritization. Improve the search_failure_modes tool to return a valid failure mode ID and enhance get_sensor_correlation to handle correct failure mode IDs.,2026-05-04T23:20:03.146868+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve data retrieval accuracy and verify results against known failure modes.,2026-05-04T23:20:07.584671+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,False,True,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Review the agent's diagnosis and matching of failure modes to ensure accuracy and consistency with the task requirements.,2026-05-04T23:20:09.574242+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve data retrieval accuracy and verify results against expected failure modes.,2026-05-04T23:20:11.496780+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve data retrieval accuracy and verify results against known failure modes.,2026-05-04T23:20:12.844725+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,"Improve input validation and handling for tool calls, especially for list_fault_records and estimate_downtime.",2026-05-04T23:20:42.446438+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve fault record retrieval for the correct transformer ID and handle severity level validation for downtime estimation.,2026-05-04T23:20:43.638456+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,"Improve input validation and handling for tool calls, especially for list_fault_records and estimate_downtime.",2026-05-04T23:20:44.988026+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,"Improve input validation and error handling for tool calls, ensure correct transformer ID is used in fault record retrieval.",2026-05-04T23:20:46.392172+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,"Improve input validation and error handling for tool calls, ensure correct transformer ID is used in all steps",2026-05-04T23:20:47.734935+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run01.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T20:59:44.045371+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T20:59:45.511656+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Replan to handle validation errors and ensure all required arguments are provided for each step,2026-05-04T20:59:46.787788+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy and verify results more thoroughly,2026-05-04T20:59:48.090227+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy and verify results against expected outputs,2026-05-04T20:59:49.426189+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-04T20:59:26.557819+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-04T20:59:30.727330+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve error handling for failure mode identification and ensure correct sequence execution.,2026-05-04T20:59:32.342421+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve error handling for failure mode identification and ensure correct catalogue matching.,2026-05-04T20:59:34.096249+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_agent_sequence_correct,"agent_sequence_correct,generalized_result_verification",2,auto_only,,,,,,0.5,False,0.6,True,True,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve error handling for failure mode identification and ensure correct catalogue matching,2026-05-04T20:59:35.895292+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve input validation and handling for list_fault_records and get_fault_record tools to ensure correct transformer_id is used.,2026-05-04T21:00:06.847204+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,"Improve input validation and error handling for tool calls, ensure correct transformer ID is used in all steps",2026-05-04T21:00:08.638033+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,"Improve input validation and handling for tool calls, especially for 'list_fault_records' and 'estimate_downtime'. Ensure correct data is retrieved for the specified transformer ID.",2026-05-04T21:00:10.097721+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve data retrieval for specific transformer IDs and validate work order creation and updates.,2026-05-04T21:00:12.005855+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve data retrieval by correctly filtering for T-006 and validate work order creation and update processes.,2026-05-04T21:00:13.526466+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run01.json,,"Review and correct the initial steps to ensure all required arguments are provided and valid, particularly for get_asset_metadata.",2026-05-04T21:46:42.274018+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Review and correct the initial steps to ensure all required arguments are provided and valid,2026-05-04T21:46:43.559116+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Review and correct the initial steps to ensure all required arguments are provided and valid,2026-05-04T21:46:45.030087+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,"Review and correct the initial steps to ensure all required arguments are provided and valid, particularly for get_asset_metadata",2026-05-04T21:46:46.209432+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,"Replan and repair evidence retrieval steps, particularly get_asset_metadata",2026-05-04T21:46:47.673951+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-04T21:46:26.072146+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-04T21:46:30.177757+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-04T21:46:31.959600+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-04T21:46:33.230304+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,generalized_result_verification,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,False,False,True,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Rerun get_sensor_correlation with valid failure mode ID,2026-05-04T21:46:34.531194+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,Improve data retrieval for correct transformer ID and fault details; validate work order creation and update processes.,2026-05-04T21:47:03.798128+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve data retrieval for correct transformer ID and fault details; validate work order creation and status update processes.,2026-05-04T21:47:05.477655+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve data retrieval by using correct transformer ID and validate work order creation and updates.,2026-05-04T21:47:07.309057+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve data retrieval for correct transformer ID and fault details; validate work order creation and update processes.,2026-05-04T21:47:09.009998+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve data retrieval for correct transformer ID and fault details; validate work order creation and update processes.,2026-05-04T21:47:10.525657+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run02.json,,Improve data retrieval accuracy and review agent sequence for potential optimization,2026-05-04T22:33:29.572358+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run03.json,,Improve data retrieval accuracy and ensure correct sequence of operations,2026-05-04T22:33:30.900954+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run04.json,,Improve data retrieval accuracy by handling validation errors and ensuring correct tool argument formatting.,2026-05-04T22:33:32.113129+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct",2,auto_only,,,,,,0.5,False,0.6,True,False,False,True,True,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-009,data/scenarios/multi_01_end_to_end_fault_response.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_multi_01_end_to_end_fault_response_run05.json,,Improve data retrieval accuracy by validating tool arguments and handling errors more effectively.,2026-05-04T22:33:33.656340+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run01.json,,Improve data retrieval accuracy and verify results against known failure modes,2026-05-04T22:33:09.689839+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run02.json,,Improve data retrieval accuracy and verify results against expected outcomes,2026-05-04T22:33:13.699246+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run03.json,,Improve data retrieval accuracy and verify results against known failure modes and sensor correlations.,2026-05-04T22:33:14.943908+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run04.json,,Improve data retrieval accuracy and verify results against expected outcomes,2026-05-04T22:33:16.404313+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_data_retrieval_accuracy,"data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",3,auto_only,,,,,,0.3333,False,0.6,True,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-014,data/scenarios/fmsr_04_dga_full_diagnostic_chain.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json,,Improve data retrieval accuracy and verify results against known failure modes and sensor correlations.,2026-05-04T22:33:17.618361+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,1,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run01.json,,"Improve data retrieval for correct transformer ID and fault details, handle errors in severity levels for downtime estimation, and ensure work order updates are successful.",2026-05-04T22:33:48.274997+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,2,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run02.json,,Improve data retrieval for specific transformer IDs and handle errors more robustly.,2026-05-04T22:33:49.728597+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification,clarity_and_justification",5,auto_only,,,,,,0.0,False,0.6,False,False,False,False,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,3,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run03.json,,Improve fault record retrieval for specific transformer IDs and validate tool inputs to prevent errors.,2026-05-04T22:33:51.176222+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,4,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run04.json,,Improve data retrieval for specific transformer IDs and validate tool inputs for severity levels.,2026-05-04T22:33:52.578195+00:00,v1
+false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,low_task_completion,"task_completion,data_retrieval_accuracy,agent_sequence_correct,generalized_result_verification",4,auto_only,,,,,,0.1667,False,0.6,False,False,False,True,False,True,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,post180_superseded_provenance,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,watsonx/meta-llama/llama-4-maverick-17b-128e-instruct-fp8,SGT-018,data/scenarios/wo_04_fault_record_downtime_update.json,5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask/2026-05-04_Z_llama-3-1-8b-instruct_verified_pe_baseline_wo_04_fault_record_downtime_update_run05.json,,Improve data retrieval for correct transformer ID and fault details; validate work order creation and update processes.,2026-05-04T22:33:54.237875+00:00,v1
diff --git a/data/failure_taxonomy_current_auto_label_counts.csv b/data/failure_taxonomy_current_auto_label_counts.csv
new file mode 100644
index 0000000000000000000000000000000000000000..53304da2797e52376a767a99130adbedaaf7cf78
--- /dev/null
+++ b/data/failure_taxonomy_current_auto_label_counts.csv
@@ -0,0 +1,5 @@
+auto_taxonomy_label,display_label,rows,percent_of_paper_failures,source_rows,source_csv
+low_task_completion,Task completion,944,74.0,1276,data/failure_taxonomy_current.csv
+low_data_retrieval_accuracy,Data retrieval accuracy,182,14.3,1276,data/failure_taxonomy_current.csv
+low_agent_sequence_correct,Agent sequence correctness,78,6.1,1276,data/failure_taxonomy_current.csv
+low_generalized_result_verification,Result verification,72,5.6,1276,data/failure_taxonomy_current.csv
diff --git a/data/failure_taxonomy_current_failed_dim_counts.csv b/data/failure_taxonomy_current_failed_dim_counts.csv
new file mode 100644
index 0000000000000000000000000000000000000000..99745708cf7385dd68099ea528901fa46c92056b
--- /dev/null
+++ b/data/failure_taxonomy_current_failed_dim_counts.csv
@@ -0,0 +1,6 @@
+failed_dim_count,rows,percent_of_paper_failures,source_rows,source_csv
+2,204,16.0,1276,data/failure_taxonomy_current.csv
+3,195,15.3,1276,data/failure_taxonomy_current.csv
+4,469,36.8,1276,data/failure_taxonomy_current.csv
+5,405,31.7,1276,data/failure_taxonomy_current.csv
+6,3,0.2,1276,data/failure_taxonomy_current.csv
diff --git a/data/failure_taxonomy_current_manual_audit_counts.csv b/data/failure_taxonomy_current_manual_audit_counts.csv
new file mode 100644
index 0000000000000000000000000000000000000000..44b455f243e94fbdc82cc3de24ef9afeee25e5be
--- /dev/null
+++ b/data/failure_taxonomy_current_manual_audit_counts.csv
@@ -0,0 +1,13 @@
+section,value,rows,percent_of_manual_sample,source_rows,source_csv
+audit_decision,confirmed,42,91.3,46,data/failure_taxonomy_current.csv
+audit_decision,evidence_thin,3,6.5,46,data/failure_taxonomy_current.csv
+audit_decision,relabel_suggested,1,2.2,46,data/failure_taxonomy_current.csv
+berkeley_label,task_verification,30,65.2,46,data/failure_taxonomy_current.csv
+berkeley_label,inter_agent_orchestration,13,28.3,46,data/failure_taxonomy_current.csv
+berkeley_label,blank,3,6.5,46,data/failure_taxonomy_current.csv
+failure_stage,final_answer,16,34.8,46,data/failure_taxonomy_current.csv
+failure_stage,tool_execution,10,21.7,46,data/failure_taxonomy_current.csv
+failure_stage,tool_selection,6,13.0,46,data/failure_taxonomy_current.csv
+failure_stage,verification,6,13.0,46,data/failure_taxonomy_current.csv
+failure_stage,planning,5,10.9,46,data/failure_taxonomy_current.csv
+failure_stage,blank,3,6.5,46,data/failure_taxonomy_current.csv
diff --git a/data/mitigation_before_after.csv b/data/mitigation_before_after.csv
index fdc487a8813a5b082d82967fd72fe7a479c57148..b66ae9700434092bcc474f33785f925c663a7b46 100644
--- a/data/mitigation_before_after.csv
+++ b/data/mitigation_before_after.csv
@@ -1,9 +1,9 @@
-lane,phase,run_name,cell,orchestration_mode,mcp_mode,model_id,slurm_job_id,git_sha,scenario_set_name,scenario_set_hash,experiment_family,experiment_cell,private_run_url_removed,benchmark_config_path,benchmark_summary_path,host_name,gpu_type,run_status,finished_at,scenarios_attempted,scenarios_completed,success_rate,failure_count,wall_clock_seconds_total,latency_seconds_mean,latency_seconds_p50,latency_seconds_p95,mcp_latency_seconds_mean,mcp_latency_seconds_p95,tool_latency_seconds_mean,tool_call_count_total,tool_call_count_mean,tool_error_count,input_tokens_total,output_tokens_total,tokens_per_second_mean,judge_score_mean,judge_score_p50,judge_score_p95,judge_score_p5,judge_pass_rate,benchmark_run_dir,profiling_dir,torch_profile_dir,replay_dir,profiling_summary,profiling_gpu_util_mean,profiling_gpu_util_max,profiling_gpu_mem_used_mib_mean,profiling_gpu_mem_used_mib_max,profiling_power_draw_w_mean,profiling_power_draw_w_max,mitigation_name,mitigation_enabled,mitigation_guard_triggered,mitigation_guard_blocked_final_answer,mitigation_guard_blocked_work_order,repair_attempt_count,repair_success_rate,supported_success_after_repair_rate,fault_risk_adjudication_decision,comparison_status,notes
-YS,baseline,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,PE-S-M,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,,97169f0d51ffea200c78e35d6ec47366124d88ae,final6_5x6,,exp2_orchestration,Y,,configs/mitigation_final6_5x6/YS_BASELINE.env,benchmarks/cell_Y_plan_execute/summary.json,smartgrid-a100-ixqt-uswest3-20260503-2116,NVIDIA A100-SXM4-40GB,partial,2026-05-04T20:32:49.709837+00:00,30,20,0.666667,10,1168.05,36.8051,29.1601,60.1521,,,,215,7.16667,20,,,,0.594433,0.58335,0.8333,0.3333,0.5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,,,,,,,,,,,baseline,false,,,,,,,,superseded_post180_diagnostic,label=YS_BASELINE; batch=mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z; git_dirty=false; json_count=30; judge_count=30
-YS,guard,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,PE-S-M,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,,97169f0d51ffea200c78e35d6ec47366124d88ae,final6_5x6,,failure_mitigation,Y,,configs/mitigation_final6_5x6/YS_GUARD.env,benchmarks/cell_Y_plan_execute/summary.json,smartgrid-a100-ixqt-uswest3-20260503-2116,NVIDIA A100-SXM4-40GB,partial,2026-05-04T21:19:47.075451+00:00,30,15,0.5,15,1171.53,36.9218,29.1173,60.2254,,,,215,7.16667,20,,,,0.433333,0.4167,0.924985,0,0.5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,,,,,,,,,,,missing_evidence_final_answer_guard,true,15,15,10,,,,,superseded_post180_diagnostic,label=YS_GUARD; batch=mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z; git_dirty=true; json_count=30; judge_count=30
-YS,repair,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,PE-S-M,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,,97169f0d51ffea200c78e35d6ec47366124d88ae,final6_5x6,,failure_mitigation,Y,,configs/mitigation_final6_5x6/YS_REPAIR.env,benchmarks/cell_Y_plan_execute/summary.json,smartgrid-a100-ixqt-uswest3-20260503-2116,NVIDIA A100-SXM4-40GB,partial,2026-05-04T22:07:28.322111+00:00,30,25,0.833333,5,1215.83,38.3649,29.9959,60.0433,,,,235,7.83333,15,,,,0.5611,0.58335,0.8333,0.1667,0.5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,,,,,,,,,,,missing_evidence_retry_replan_guard,true,0,0,0,20,1,0,,superseded_post180_diagnostic,label=YS_REPAIR; batch=mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z; git_dirty=true; json_count=30; judge_count=30
-YS,adjudication,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,PE-S-M,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,,97169f0d51ffea200c78e35d6ec47366124d88ae,final6_5x6,,failure_mitigation,Y,,configs/mitigation_final6_5x6/YS_ADJ.env,benchmarks/cell_Y_plan_execute/summary.json,smartgrid-a100-ixqt-uswest3-20260503-2116,NVIDIA A100-SXM4-40GB,partial,2026-05-04T22:54:21.958533+00:00,30,25,0.833333,5,1225.96,38.7037,30.3607,62.5321,,,,235,7.83333,15,,,,0.572203,0.66665,0.8333,0.1667,0.5,benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,,,,,,,,,,,explicit_fault_risk_adjudication_step,true,,,,,,,finalize=25;not_applicable=5,superseded_post180_diagnostic,label=YS_ADJ; batch=mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z; git_dirty=true; json_count=30; judge_count=30
-ZS,baseline,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,V-S-M,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,,97169f0d51ffea200c78e35d6ec47366124d88ae,final6_5x6,,exp2_orchestration,Z,,configs/mitigation_final6_5x6/ZS_BASELINE.env,benchmarks/cell_Z_hybrid/summary.json,smartgrid-a100-ixqt-uswest3-20260503-2116,NVIDIA A100-SXM4-40GB,partial,2026-05-04T20:59:23.260987+00:00,30,20,0.666667,10,1544.62,49.3242,36.7602,93.7857,,,,220,7.33333,15,,,,0.605557,0.58335,1,0.1667,0.5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,,,,,,,,,,,baseline,false,,,,,,,,superseded_post180_diagnostic,label=ZS_BASELINE; batch=mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z; git_dirty=true; json_count=30; judge_count=30
-ZS,guard,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,V-S-M,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,,97169f0d51ffea200c78e35d6ec47366124d88ae,final6_5x6,,failure_mitigation,Z,,configs/mitigation_final6_5x6/ZS_GUARD.env,benchmarks/cell_Z_hybrid/summary.json,smartgrid-a100-ixqt-uswest3-20260503-2116,NVIDIA A100-SXM4-40GB,partial,2026-05-04T21:46:22.764634+00:00,30,15,0.5,15,1544.66,49.3276,36.7469,93.8763,,,,220,7.33333,15,,,,0.522227,0.5,1,0,0.5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,,,,,,,,,,,missing_evidence_final_answer_guard,true,10,10,5,,,,,superseded_post180_diagnostic,label=ZS_GUARD; batch=mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z; git_dirty=true; json_count=30; judge_count=30
-ZS,repair,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,V-S-M,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,,97169f0d51ffea200c78e35d6ec47366124d88ae,final6_5x6,,failure_mitigation,Z,,configs/mitigation_final6_5x6/ZS_REPAIR.env,benchmarks/cell_Z_hybrid/summary.json,smartgrid-a100-ixqt-uswest3-20260503-2116,NVIDIA A100-SXM4-40GB,partial,2026-05-04T22:33:06.380626+00:00,30,25,0.833333,5,1486.62,47.3944,36.1972,78.5277,,,,235,7.83333,15,,,,0.644437,0.8333,1,0.1667,0.533333,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,,,,,,,,,,,missing_evidence_retry_replan_guard,true,0,0,0,20,1,0.0666667,,superseded_post180_diagnostic,label=ZS_REPAIR; batch=mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z; git_dirty=true; json_count=30; judge_count=30
-ZS,adjudication,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,V-S-M,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,,97169f0d51ffea200c78e35d6ec47366124d88ae,final6_5x6,,failure_mitigation,Z,,configs/mitigation_final6_5x6/ZS_ADJ.env,benchmarks/cell_Z_hybrid/summary.json,smartgrid-a100-ixqt-uswest3-20260503-2116,NVIDIA A100-SXM4-40GB,partial,2026-05-04T23:19:59.840583+00:00,30,25,0.833333,5,1490.06,47.5417,36.156,80.2414,,,,235,7.83333,15,,,,0.577777,0.58335,1,0.075015,0.5,benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,,,,,,,,,,,explicit_fault_risk_adjudication_step,true,,,,,,,finalize=25;not_applicable=5,superseded_post180_diagnostic,label=ZS_ADJ; batch=mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z; git_dirty=true; json_count=30; judge_count=30
+lane,phase,run_name,cell,orchestration_mode,mcp_mode,model_id,slurm_job_id,git_sha,scenario_set_name,scenario_set_hash,experiment_family,experiment_cell,wandb_run_url,benchmark_config_path,benchmark_summary_path,host_name,gpu_type,run_status,finished_at,scenarios_attempted,scenarios_completed,success_rate,failure_count,wall_clock_seconds_total,latency_seconds_mean,latency_seconds_p50,latency_seconds_p95,mcp_latency_seconds_mean,mcp_latency_seconds_p95,tool_latency_seconds_mean,tool_call_count_total,tool_call_count_mean,tool_error_count,input_tokens_total,output_tokens_total,tokens_per_second_mean,judge_score_mean,judge_score_p50,judge_score_p95,judge_score_p5,judge_pass_rate,benchmark_run_dir,profiling_dir,torch_profile_dir,replay_dir,profiling_summary,profiling_gpu_util_mean,profiling_gpu_util_max,profiling_gpu_mem_used_mib_mean,profiling_gpu_mem_used_mib_max,profiling_power_draw_w_mean,profiling_power_draw_w_max,mitigation_name,mitigation_enabled,mitigation_guard_triggered,mitigation_guard_blocked_final_answer,mitigation_guard_blocked_work_order,repair_attempt_count,repair_success_rate,supported_success_after_repair_rate,fault_risk_adjudication_decision,comparison_status,notes
+YS,baseline,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,PE-S-M,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,,1913c6e4703425f735d8cb8297cb890ba66bbeff,mitigation15_4tier,,exp2_orchestration,Y,,generated_configs/YS_BASELINE.env,benchmarks/cell_Y_plan_execute/summary.json,smartgrid-a100-ixqt-uswest3-20260503-2116,NVIDIA A100-SXM4-40GB,partial,2026-05-05T09:25:34.137074+00:00,75,60,0.8,15,2428.17,31.2483,27.1669,58.852,,,,410,5.466667,30,,,,0.611111,0.6667,1,0,0.533333,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,,,,,,,,,,,baseline,false,,,,,,,,paper_grade_post175_matched,label=YS_BASELINE; cohort=mitigation15_4tier; batch=mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z; raw_json_count=75; latency_count=75; judge_count=75
+YS,guard,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,PE-S-M,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,,1913c6e4703425f735d8cb8297cb890ba66bbeff,mitigation15_4tier,,failure_mitigation,Y,,generated_configs/YS_GUARD.env,benchmarks/cell_Y_plan_execute/summary.json,smartgrid-a100-ixqt-uswest3-20260503-2116,NVIDIA A100-SXM4-40GB,partial,2026-05-05T10:58:35.903535+00:00,75,40,0.533333,35,2420.04,31.1463,27.0248,59.3455,,,,410,5.466667,30,,,,0.475556,0.5,1,0,0.48,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,,,,,,,,,,,missing_evidence_final_answer_guard,true,30,30,15,,,,,paper_grade_post175_matched,label=YS_GUARD; cohort=mitigation15_4tier; batch=mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z; raw_json_count=75; latency_count=75; judge_count=75; baseline_row_group=YS_BASELINE; pass_rate_lift_vs_baseline=-0.053333; score_mean_lift_vs_baseline=-0.135555
+YS,repair,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,PE-S-M,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,,1913c6e4703425f735d8cb8297cb890ba66bbeff,mitigation15_4tier,,failure_mitigation,Y,,generated_configs/YS_REPAIR.env,benchmarks/cell_Y_plan_execute/summary.json,smartgrid-a100-ixqt-uswest3-20260503-2116,NVIDIA A100-SXM4-40GB,partial,2026-05-05T12:32:49.558910+00:00,75,65,0.866667,10,2497.39,32.1768,27.1491,59.9274,,,,445,5.933333,25,,,,0.579999,0.5,1,0,0.48,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,,,,,,,,,,,missing_evidence_retry_replan_guard,true,0,0,0,35,1,0.333333,,paper_grade_post175_matched,label=YS_REPAIR; cohort=mitigation15_4tier; batch=mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z; raw_json_count=75; latency_count=75; judge_count=75; baseline_row_group=YS_BASELINE; pass_rate_lift_vs_baseline=-0.053333; score_mean_lift_vs_baseline=-0.031112
+YS,adjudication,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,PE-S-M,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,,1913c6e4703425f735d8cb8297cb890ba66bbeff,mitigation15_4tier,,failure_mitigation,Y,,generated_configs/YS_ADJ.env,benchmarks/cell_Y_plan_execute/summary.json,smartgrid-a100-ixqt-uswest3-20260503-2116,NVIDIA A100-SXM4-40GB,partial,2026-05-05T14:06:27.410972+00:00,75,65,0.866667,10,2526.64,32.5645,28.4782,62.1487,,,,445,5.933333,25,,,,0.524439,0.5,1,0,0.413333,benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,,,,,,,,,,,explicit_fault_risk_adjudication_step,true,0,0,0,35,1,0.333333,finalize=50;not_applicable=20;refuse_due_missing_evidence=5,paper_grade_post175_matched,label=YS_ADJ; cohort=mitigation15_4tier; batch=mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z; raw_json_count=75; latency_count=75; judge_count=75; baseline_row_group=YS_BASELINE; pass_rate_lift_vs_baseline=-0.12; score_mean_lift_vs_baseline=-0.086672
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diff --git a/data/profiling_inventory.csv b/data/profiling_inventory.csv
new file mode 100644
index 0000000000000000000000000000000000000000..dfb66cd90f1d4c9e07f2ba6c967019ce000a565a
--- /dev/null
+++ b/data/profiling_inventory.csv
@@ -0,0 +1,105 @@
+benchmark_run_dir,run_name,benchmark_cell_dir,experiment_cell,orchestration_mode,mcp_mode,model_id,git_sha,registry_status,include_in_paper,registry_reason,run_status,started_at,finished_at,total_runs,pass,fail,has_wandb,wandb_run_id,wandb_run_url,has_profiling,profiling_dir,profiling_artifact,has_profiling_summary,profiling_gpu_util_mean,profiling_gpu_util_max,profiling_gpu_mem_used_mib_mean,profiling_gpu_mem_used_mib_max,profiling_power_draw_w_mean,profiling_power_draw_w_max,profiling_nvidia_smi_samples,notes
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+benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct,cell_A_direct,A,agent_as_tool,direct,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T07:19:59.939047+00:00,2026-05-05T07:33:38.003068+00:00,75,74,1,true,,,false,,,false,,,,,,,,wandb only
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+benchmarks/cell_A70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_A70B_final6x3_70b_aat_direct_watsonx,cell_A70B,A70B,agent_as_tool,direct,watsonx/meta-llama/llama-3-3-70b-instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T21:00:59.112118+00:00,2026-05-04T21:08:08.976826+00:00,18,17,1,false,,,false,,,false,,,,,,,,
+benchmarks/cell_AT_M/raw/profile_spotcheck_20260507T0604Z_at_m,profile_spotcheck_20260507T0604Z_at_m,cell_AT_M,AT_M,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,9839593bc5218256f82ee16bb20dbd259504e0a4,,,,success,2026-05-07T06:05:01.521394+00:00,2026-05-07T06:06:08.296424+00:00,1,1,0,true,,,true,profiling/traces/profile_spotcheck_20260507T0604Z_at_m_nvidia_smi,private_artifact_redacted,true,8.75886524822695,100.0,27123.872340425532,37420.0,68.95283687943262,335.21,141,profiling summary present in meta.json
+benchmarks/cell_AT_T/raw/profile_spotcheck_20260507T0604Z_at_t,profile_spotcheck_20260507T0604Z_at_t,cell_AT_T,AT_T,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,9839593bc5218256f82ee16bb20dbd259504e0a4,,,,success,2026-05-07T06:15:06.093592+00:00,2026-05-07T06:16:12.689201+00:00,1,1,0,true,,,true,profiling/traces/profile_spotcheck_20260507T0604Z_at_t_nvidia_smi,private_artifact_redacted,true,8.92517006802721,100.0,27293.285714285714,37420.0,67.5909523809524,367.83,147,profiling summary present in meta.json
+benchmarks/cell_B_mcp_baseline/raw/8979314_aat_mcp_baseline,8979314_aat_mcp_baseline,cell_B_mcp_baseline,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,,,,,success,2026-04-27T01:02:44.998308+00:00,2026-04-27T01:04:51.604301+00:00,6,6,0,true,,,true,profiling/traces/8979314_cell_b,private_artifact_redacted,true,24.156626506024097,100.0,36024.899598393575,42102.0,119.06148594377511,272.14,249,profiling summary present in meta.json
+benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline,cell_B_mcp_baseline,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T07:33:46.000617+00:00,2026-05-05T07:50:24.752326+00:00,75,74,1,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_B_mcp_baseline/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,core_rem16x5_post175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline,cell_B_mcp_baseline,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T09:54:36.970664+00:00,2026-05-05T10:10:48.252592+00:00,80,79,1,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_B_mcp_baseline/raw/final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,final5x6_a100_20260503T090200Z_B_final5x6_aat_mcp_baseline,cell_B_mcp_baseline,B,agent_as_tool,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,superseded,false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,success,2026-05-03T09:10:36.017681+00:00,2026-05-03T09:17:43.361619+00:00,30,30,0,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_B70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx,cell_B70B,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T07:34:57.310081+00:00,2026-05-05T07:56:42.931123+00:00,45,43,2,false,,,false,,,false,,,,,,,,
+benchmarks/cell_B70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_B70B_final6x3_70b_aat_mcp_baseline_watsonx,cell_B70B,B70B,agent_as_tool,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T21:08:09.192340+00:00,2026-05-04T21:16:55.689502+00:00,18,15,3,false,,,false,,,false,,,,,,,,
+benchmarks/cell_C_mcp_optimized/raw/9071639_aat_mcp_optimized,9071639_aat_mcp_optimized,cell_C_mcp_optimized,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,,superseded,false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,success,2026-04-30T04:20:08.279932+00:00,2026-04-30T04:36:15.207330+00:00,6,6,0,true,,,true,profiling/traces/9071639_aat_mcp_optimized_torch,private_artifact_redacted,false,,,,,,,,profiling artifact linked; summary stats absent from meta.json
+benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized,cell_C_mcp_optimized,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",success,2026-05-05T07:50:30.033461+00:00,2026-05-05T08:07:13.238802+00:00,75,75,0,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized,cell_C_mcp_optimized,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T10:13:01.539779+00:00,2026-05-05T10:29:09.562680+00:00,80,79,1,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_C_mcp_optimized/raw/final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,final5x6_a100_20260503T090200Z_C_final5x6_aat_mcp_optimized,cell_C_mcp_optimized,C,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,superseded,false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,success,2026-05-03T09:18:32.036118+00:00,2026-05-03T09:25:39.146611+00:00,30,30,0,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_C70B/raw/final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,final15x3_70b_watsonx_post175_cpu_ixqt_abc_20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx,cell_C70B,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",success,2026-05-05T07:57:43.224479+00:00,2026-05-05T08:17:42.287370+00:00,45,45,0,false,,,false,,,false,,,,,,,,
+benchmarks/cell_C70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_C70B_final6x3_70b_aat_mcp_optimized_watsonx,cell_C70B,C70B,agent_as_tool,optimized,watsonx/meta-llama/llama-3-3-70b-instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T21:16:55.902530+00:00,2026-05-04T21:39:39.315215+00:00,18,13,5,false,,,false,,,false,,,,,,,,
+benchmarks/cell_D/raw/9073472_aat_mcp_model_optimized,9073472_aat_mcp_model_optimized,cell_D,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,,superseded,false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,success,2026-04-30T06:59:59.227887+00:00,2026-04-30T07:07:16.316368+00:00,6,6,0,true,,,true,profiling/traces/9073472_aat_mcp_model_optimized_torch,private_artifact_redacted,false,,,,,,,,profiling artifact linked; summary stats absent from meta.json
+benchmarks/cell_D/raw/extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,extra15x5_post175_a100_ixqt_west3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized,cell_D,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T08:14:43.769228+00:00,2026-05-05T08:30:05.298954+00:00,75,68,7,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_D/raw/final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,final5x6_extra_a100_20260503T115304Z_D_final5x6_aat_mcp_model_optimized,cell_D,D,agent_as_tool,optimized,openai/Llama-3.1-8B-Instruct-int8,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,superseded,false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,partial,2026-05-03T11:53:06.466188+00:00,2026-05-03T12:00:37.075958+00:00,30,29,1,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_PE_S_M/raw/profile_spotcheck_20260507T0604Z_pe_s_m,profile_spotcheck_20260507T0604Z_pe_s_m,cell_PE_S_M,PE_S_M,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,9839593bc5218256f82ee16bb20dbd259504e0a4,,,,success,2026-05-07T06:07:27.373041+00:00,2026-05-07T06:08:49.095827+00:00,1,1,0,true,,,true,profiling/traces/profile_spotcheck_20260507T0604Z_pe_s_m_nvidia_smi,private_artifact_redacted,true,18.857142857142858,100.0,20066.85714285714,37406.0,85.64976190476189,313.92,84,profiling summary present in meta.json
+benchmarks/cell_V_S_M/raw/profile_spotcheck_20260507T0604Z_v_s_m,profile_spotcheck_20260507T0604Z_v_s_m,cell_V_S_M,V_S_M,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,9839593bc5218256f82ee16bb20dbd259504e0a4,,,,success,2026-05-07T06:08:54.471847+00:00,2026-05-07T06:10:23.139640+00:00,1,1,0,true,,,true,profiling/traces/profile_spotcheck_20260507T0604Z_v_s_m_nvidia_smi,private_artifact_redacted,true,23.855670103092784,100.0,22326.907216494845,37406.0,98.6160824742268,444.06,97,profiling summary present in meta.json
+benchmarks/cell_Y_plan_execute/raw/8998340_exp2_cell_Y_pe_mcp_baseline,8998340_exp2_cell_Y_pe_mcp_baseline,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,,,,,partial,2026-04-28T00:11:55.047302+00:00,2026-04-28T00:22:11.071726+00:00,6,3,3,true,,,true,profiling/traces/8998340_exp2_cell_Y_pe_mcp_baseline_torch,private_artifact_redacted,false,,,,,,,,profiling artifact linked; summary stats absent from meta.json
+benchmarks/cell_Y_plan_execute/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y32_exp2_cell_Y_pe_mcp_baseline,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,success,2026-05-05T00:20:38.144982+00:00,2026-05-05T00:28:35.853894+00:00,12,12,0,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T08:01:18.791549+00:00,2026-05-05T08:44:04.332437+00:00,75,60,15,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core15x5_post175_a100_ixqt_east_20260505T0724Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T07:19:59.614325+00:00,2026-05-05T08:01:12.150319+00:00,75,65,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T09:58:20.162983+00:00,2026-05-05T10:37:32.643198+00:00,80,70,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,core_rem16x5_post175_a100_ixqt_east_20260505T0918Z_Y_post175_15x5_exp2_cell_Y_pe_mcp_baseline,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T09:17:48.340560+00:00,2026-05-05T09:57:55.763412+00:00,80,70,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final5x6_a100_20260503T090200Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,superseded,false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,partial,2026-05-03T10:39:46.894154+00:00,2026-05-03T10:59:55.915162+00:00,30,20,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final5x6_a100_20260503T090200Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,superseded,false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,partial,2026-05-03T10:20:58.950165+00:00,2026-05-03T10:39:04.827209+00:00,30,25,5,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final5x6_followon_transport_a100_20260503T142516Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,cell_Y_plan_execute,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,superseded,false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,partial,2026-05-03T15:27:18.285600+00:00,2026-05-03T15:41:22.969056+00:00,30,20,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_YS_TP_final5x6_exp2_cell_YS_pe_self_ask_mcp_optimized,cell_Y_plan_execute,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T22:06:39.876592+00:00,2026-05-04T22:20:26.363496+00:00,30,20,10,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_YS_final5x6_exp2_cell_Y_pe_self_ask_mcp_baseline,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T20:31:33.301351+00:00,2026-05-04T20:50:56.840336+00:00,30,20,10,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y_plan_execute/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Y_final5x6_exp2_cell_Y_pe_mcp_baseline,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T20:13:21.873702+00:00,2026-05-04T20:30:40.769602+00:00,30,25,5,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y_plan_execute/raw/followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,followon15x5_post175_a100_cu_20260505T0810Z_YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized,cell_Y_plan_execute,Y,plan_execute,optimized,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T08:10:35.139305+00:00,2026-05-05T08:38:54.416927+00:00,75,65,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/issue18-smartgrid-smoke,issue18-smartgrid-smoke,cell_Y_plan_execute,Y,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,,,,,success,,,,,,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y_plan_execute/raw/issue3-aob-harness-smoke,issue3-aob-harness-smoke,cell_Y_plan_execute,Y,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,,,,,success,,,,,,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y_plan_execute/raw/local-20260413-003914_pe_mcp_baseline_watsonx_smoke,local-20260413-003914_pe_mcp_baseline_watsonx_smoke,cell_Y_plan_execute,Y,plan_execute,baseline,,,,,,success,2026-04-13T04:39:14.266300+00:00,2026-04-13T04:40:47.990529+00:00,1,1,0,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_ADJ_post175_15x5_mitigation_adjudication_pe_self_ask,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T13:24:20.769797+00:00,2026-05-05T14:06:27.410972+00:00,75,65,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T08:45:05.968384+00:00,2026-05-05T09:25:34.137074+00:00,75,60,15,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_GUARD_post175_15x5_mitigation_guard_pe_self_ask,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T10:18:15.860680+00:00,2026-05-05T10:58:35.903535+00:00,75,40,35,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_YS_REPAIR_post175_15x5_mitigation_repair_pe_self_ask,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T11:51:12.167928+00:00,2026-05-05T12:32:49.558910+00:00,75,65,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_4tier_a100_20260503T121709Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,diagnostic,false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,partial,2026-05-03T14:40:13.404421+00:00,2026-05-03T15:00:30.606055+00:00,30,15,15,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_4tier_a100_20260503T121709Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,diagnostic,false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,partial,2026-05-03T12:17:11.414772+00:00,2026-05-03T12:37:13.858762+00:00,30,20,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_4tier_a100_20260503T121709Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,diagnostic,false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,partial,2026-05-03T13:04:53.852570+00:00,2026-05-03T13:24:59.486874+00:00,30,15,15,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_4tier_a100_20260503T121709Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,diagnostic,false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,partial,2026-05-03T13:52:34.820072+00:00,2026-05-03T14:13:24.537704+00:00,30,20,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_ADJ_final6_mitigation_fault_risk_adjudication_pe_self_ask,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T22:33:56.001153+00:00,2026-05-04T22:54:21.958533+00:00,30,25,5,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_BASELINE_final6_mitigation_baseline_pe_self_ask,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T20:13:21.656499+00:00,2026-05-04T20:32:49.709837+00:00,30,20,10,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_GUARD_final6_mitigation_missing_evidence_guard_pe_self_ask,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T21:00:15.540704+00:00,2026-05-04T21:19:47.075451+00:00,30,15,15,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y_plan_execute/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_YS_REPAIR_final6_mitigation_missing_evidence_repair_pe_self_ask,cell_Y_plan_execute,Y,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T21:47:12.496768+00:00,2026-05-04T22:07:28.322111+00:00,30,25,5,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y16/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y16_exp2_cell_Y_pe_mcp_baseline_16384,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y16_exp2_cell_Y_pe_mcp_baseline_16384,cell_Y16,Y16,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,success,2026-05-05T00:29:00.941364+00:00,2026-05-05T00:37:01.629817+00:00,12,12,0,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,cell_Y70B,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T08:18:32.099692+00:00,2026-05-05T09:03:23.214227+00:00,45,33,12,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Y70B_final6x3_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,cell_Y70B,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T21:39:39.537758+00:00,2026-05-04T21:52:34.830774+00:00,18,14,4,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx,cell_Y70B,Y70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T10:08:30.937033+00:00,2026-05-05T10:29:23.587169+00:00,30,22,8,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y8/raw/context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y8_exp2_cell_Y_pe_mcp_baseline_8192,context_y_pe_post180_a100_ixqt_west3_20260505T0012Z_Y8_exp2_cell_Y_pe_mcp_baseline_8192,cell_Y8,Y8,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,success,2026-05-05T00:12:10.957594+00:00,2026-05-05T00:20:11.454264+00:00,12,12,0,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Y_plan_execute/raw/8998341_exp2_cell_Y_pe_self_ask_mcp_baseline,8998341_exp2_cell_Y_pe_self_ask_mcp_baseline,cell_Y_plan_execute,YS,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,,,,,success,2026-04-28T00:11:55.062432+00:00,2026-04-28T00:21:56.018077+00:00,6,6,0,true,,,true,profiling/traces/8998341_exp2_cell_Y_pe_self_ask_mcp_baseline_torch,private_artifact_redacted,false,,,,,,,,profiling artifact linked; summary stats absent from meta.json
+benchmarks/cell_YS16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_YS16_exp2_cell_Y_pe_self_ask_mcp_baseline_16384,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_YS16_exp2_cell_Y_pe_self_ask_mcp_baseline_16384,cell_YS16,YS16,plan_execute,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,success,2026-05-05T00:12:11.008770+00:00,2026-05-05T00:20:41.302394+00:00,12,12,0,false,,,false,,,false,,,,,,,,
+benchmarks/cell_YS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,final15x3_70b_watsonx_post175_cpu_cu_a_yys_envrepair_20260505T0820Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,cell_YS70B,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T09:04:19.934656+00:00,2026-05-05T09:56:43.797864+00:00,45,36,9,false,,,false,,,false,,,,,,,,
+benchmarks/cell_YS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_YS70B_final6x3_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,cell_YS70B,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T21:52:35.058926+00:00,2026-05-04T22:10:55.222693+00:00,18,12,6,false,,,false,,,false,,,,,,,,
+benchmarks/cell_YS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,topup15x2_70b_watsonx_post175_cpu_cu_a_yys_20260505T1010Z_YS70B_post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx,cell_YS70B,YS70B,plan_execute,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T10:30:05.962387+00:00,2026-05-05T10:52:57.145981+00:00,30,24,6,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Z_hybrid/raw/8998342_exp2_cell_Z_verified_pe_mcp_baseline,8998342_exp2_cell_Z_verified_pe_mcp_baseline,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,,,,,success,2026-04-28T00:11:55.062819+00:00,2026-04-28T00:27:15.400509+00:00,6,6,0,true,,,true,profiling/traces/8998342_exp2_cell_Z_verified_pe_mcp_baseline_torch,private_artifact_redacted,false,,,,,,,,profiling artifact linked; summary stats absent from meta.json
+benchmarks/cell_Z_hybrid/raw/9125455_replicate_zs_a6000_2x3,9125455_replicate_zs_a6000_2x3,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,,,,,success,2026-05-04T02:14:06.993190+00:00,2026-05-04T02:29:30.597282+00:00,6,6,0,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/9125461_replicate_z_a6000_2x3,9125461_replicate_z_a6000_2x3,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,,,,,success,2026-05-04T02:53:35.596827+00:00,2026-05-04T03:11:42.569450+00:00,6,6,0,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/9125462_replicate_z_h100_2x3,9125462_replicate_z_h100_2x3,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,,,,,success,2026-05-04T02:43:06.667561+00:00,2026-05-04T02:53:11.269482+00:00,6,6,0,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/9125463_replicate_zs_h100_2x3,9125463_replicate_zs_h100_2x3,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,,,,,success,2026-05-04T02:53:50.265810+00:00,2026-05-04T03:01:44.789688+00:00,6,6,0,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core15x5_post175_a100_ixqt_west3_20260505T0724Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T07:20:00.465550+00:00,2026-05-05T08:11:44.351302+00:00,75,65,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T07:20:00.513402+00:00,2026-05-05T08:12:48.163008+00:00,75,60,15,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T10:08:28.044460+00:00,2026-05-05T10:56:22.384899+00:00,80,70,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,core_rem16x5_post175_a100_ixqt_west4_20260505T0918Z_Z_post175_15x5_exp2_cell_Z_verified_pe_mcp_baseline,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T09:17:49.628865+00:00,2026-05-05T10:07:45.408043+00:00,80,70,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final5x6_a100_20260503T090200Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,superseded,false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,partial,2026-05-03T11:25:48.335283+00:00,2026-05-03T11:52:13.249289+00:00,30,20,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,final5x6_a100_20260503T090200Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,superseded,false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,partial,2026-05-03T11:00:39.276528+00:00,2026-05-03T11:25:05.627209+00:00,30,25,5,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final5x6_followon_transport_a100_20260503T142516Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,cell_Z_hybrid,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,superseded,false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,partial,2026-05-03T15:42:07.725785+00:00,2026-05-03T16:02:21.365746+00:00,30,20,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,final5x6_followon_transport_post180_a100_ixqt_west4_20260504T2205Z_ZS_TP_final5x6_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,cell_Z_hybrid,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T22:21:17.922627+00:00,2026-05-04T22:41:10.966374+00:00,30,20,10,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_ZS_final5x6_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T21:16:24.510397+00:00,2026-05-04T21:42:11.971344+00:00,30,20,10,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Z_hybrid/raw/final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,final5x6_pe_core_post180_a100_ixqt_west4_20260504T2015Z_Z_final5x6_exp2_cell_Z_verified_pe_mcp_baseline,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T20:51:48.300614+00:00,2026-05-04T21:15:34.320323+00:00,30,25,5,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Z_hybrid/raw/followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,followon15x5_post175_a100_cu_20260505T0810Z_ZS_TP_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized,cell_Z_hybrid,Z,verified_pe,optimized,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T08:38:59.754185+00:00,2026-05-05T09:18:46.762333+00:00,75,65,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_ADJ_post175_15x5_mitigation_adjudication_verified_pe_self_ask,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T14:06:33.052494+00:00,2026-05-05T14:58:26.185714+00:00,75,64,11,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_BASELINE_post175_15x5_mitigation_baseline_verified_pe_self_ask,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T09:25:39.768662+00:00,2026-05-05T10:18:01.234930+00:00,75,60,15,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_GUARD_post175_15x5_mitigation_guard_verified_pe_self_ask,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T10:58:41.379302+00:00,2026-05-05T11:51:06.484931+00:00,75,50,25,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,mitigation15x5_4tier_post175_a100_ixqt_west3_20260505T0845Z_ZS_REPAIR_post175_15x5_mitigation_repair_verified_pe_self_ask,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T12:32:55.223892+00:00,2026-05-05T13:24:15.324788+00:00,75,64,11,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_4tier_a100_20260503T121709Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,diagnostic,false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,partial,2026-05-03T15:01:34.951972+00:00,2026-05-03T15:26:24.108252+00:00,30,15,15,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,mitigation_final6_4tier_a100_20260503T121709Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,diagnostic,false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,partial,2026-05-03T12:37:58.217666+00:00,2026-05-03T13:04:13.068067+00:00,30,20,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_4tier_a100_20260503T121709Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,diagnostic,false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,partial,2026-05-03T13:25:42.080799+00:00,2026-05-03T13:51:54.027612+00:00,30,15,15,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_4tier_a100_20260503T121709Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,diagnostic,false,pre-PR173/final-six mitigation diagnostic cohort; not claim-grade after later runner and corpus fixes,partial,2026-05-03T14:14:09.943408+00:00,2026-05-03T14:39:29.807479+00:00,30,20,10,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_ADJ_final6_mitigation_fault_risk_adjudication_verified_pe_self_ask,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T22:55:09.783191+00:00,2026-05-04T23:19:59.840583+00:00,30,25,5,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_BASELINE_final6_mitigation_baseline_verified_pe_self_ask,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T20:33:38.638974+00:00,2026-05-04T20:59:23.260987+00:00,30,20,10,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_GUARD_final6_mitigation_missing_evidence_guard_verified_pe_self_ask,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T21:20:38.109362+00:00,2026-05-04T21:46:22.764634+00:00,30,15,15,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Z_hybrid/raw/mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,mitigation_final6_5x6_4tier_post180_a100_ixqt_west3_20260504T2015Z_ZS_REPAIR_final6_mitigation_missing_evidence_repair_verified_pe_self_ask,cell_Z_hybrid,Z,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T22:08:19.757937+00:00,2026-05-04T22:33:06.380626+00:00,30,25,5,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Z70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,cell_Z70B,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T08:18:28.397669+00:00,2026-05-05T09:04:03.919264+00:00,45,28,17,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Z70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_Z70B_final6x3_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,cell_Z70B,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T22:10:55.437733+00:00,2026-05-04T22:36:50.018039+00:00,18,13,5,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Z70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_Z70B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx,cell_Z70B,Z70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T10:08:29.391728+00:00,2026-05-05T10:32:08.678421+00:00,30,17,13,false,,,false,,,false,,,,,,,,
+benchmarks/cell_Z_hybrid/raw/8998343_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,8998343_exp2_cell_Z_verified_pe_self_ask_mcp_baseline,cell_Z_hybrid,ZS,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,,,,,success,2026-04-28T00:14:05.286141+00:00,2026-04-28T00:22:26.021904+00:00,6,6,0,true,,,true,profiling/traces/8998343_exp2_cell_Z_verified_pe_self_ask_mcp_baseline_torch,private_artifact_redacted,false,,,,,,,,profiling artifact linked; summary stats absent from meta.json
+benchmarks/cell_ZS16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZS16_exp2_cell_Z_verified_pe_self_ask_mcp_baseline_16384,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZS16_exp2_cell_Z_verified_pe_self_ask_mcp_baseline_16384,cell_ZS16,ZS16,verified_pe,baseline,openai/Llama-3.1-8B-Instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,success,2026-05-05T00:21:06.449861+00:00,2026-05-05T00:32:22.448474+00:00,12,12,0,false,,,false,,,false,,,,,,,,
+benchmarks/cell_ZS70B/raw/final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,final15x3_70b_watsonx_post175_cpu_cu_b_zzs_envrepair_20260505T0820Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,cell_ZS70B,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T09:05:12.686366+00:00,2026-05-05T10:00:21.147864+00:00,45,29,16,false,,,false,,,false,,,,,,,,
+benchmarks/cell_ZS70B/raw/final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,final6x3_70b_watsonx_post180_envfix_cpu_ixqt_20260504T2115Z_ZS70B_final6x3_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,cell_ZS70B,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T22:36:50.232533+00:00,2026-05-04T23:03:18.011961+00:00,18,12,6,false,,,false,,,false,,,,,,,,
+benchmarks/cell_ZS70B/raw/topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,topup15x2_70b_watsonx_post175_cpu_cu_b_zzs_20260505T1010Z_ZS70B_post175_70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx,cell_ZS70B,ZS70B,verified_pe,baseline,watsonx/meta-llama/llama-3-3-70b-instruct,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T10:32:51.297858+00:00,2026-05-05T10:57:21.749585+00:00,30,22,8,false,,,false,,,false,,,,,,,,
+benchmarks/cell_ZSD/raw/9074775_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,9074775_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,cell_ZSD,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,,superseded,false,non-post-PR175 scored cohort retained for provenance; superseded by post-PR175 pulled evidence,success,2026-04-30T07:59:07.038151+00:00,2026-04-30T08:11:14.307679+00:00,6,6,0,true,,,true,profiling/traces/9074775_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized_torch,private_artifact_redacted,false,,,,,,,,profiling artifact linked; summary stats absent from meta.json
+benchmarks/cell_ZSD/raw/extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,extra15x5_post175_a100_ixqt_west4_20260505T0815Z_ZSD_post175_15x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,cell_ZSD,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,1913c6e4703425f735d8cb8297cb890ba66bbeff,paper_grade,true,"post-PR175 clean-floor evidence with expected raw JSON, latency, and judge counts",partial,2026-05-05T08:14:44.568389+00:00,2026-05-05T08:52:15.688857+00:00,75,54,21,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_ZSD/raw/final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final5x6_extra_a100_20260503T115304Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,cell_ZSD,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,e5e1331b99c22824949aa8e88a6bbe56b1ff8520,superseded,false,legacy final-six A100 matrix predates the post-PR175 31-scenario evidence set,partial,2026-05-03T12:01:24.719895+00:00,2026-05-03T12:16:24.947925+00:00,30,16,14,true,,,false,,,false,,,,,,,,wandb only
+benchmarks/cell_ZSD/raw/final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,final5x6_zsd_extra_post180_a100_ixqt_west4_20260504T2308Z_ZSD_final5x6_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized,cell_ZSD,ZSD,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-04T23:09:04.298224+00:00,2026-05-04T23:23:54.721595+00:00,30,16,14,false,,,false,,,false,,,,,,,,
+benchmarks/cell_ZSD16/raw/context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZSD16_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized_16384,context_selfask_verified_post180_a100_ixqt_west4_20260505T0012Z_ZSD16_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized_16384,cell_ZSD16,ZSD16,verified_pe,optimized,openai/Llama-3.1-8B-Instruct-int8,97169f0d51ffea200c78e35d6ec47366124d88ae,superseded,false,post-PR180 scored cohort retained for provenance; superseded by post-PR175 clean-floor runs after PR #175 merged over PR #180,partial,2026-05-05T00:32:46.660331+00:00,2026-05-05T00:39:02.306563+00:00,12,8,4,false,,,false,,,false,,,,,,,,
diff --git a/data/scenario_catalog.csv b/data/scenario_catalog.csv
index 5cedb64986f09f726846e1938e92ea3ac2e1a4d0..65a2063b33fd391c4723d1fa337b0696dc17c0f4 100644
--- a/data/scenario_catalog.csv
+++ b/data/scenario_catalog.csv
@@ -1,32 +1,37 @@
-filename,id,type,category,difficulty,asset_id,domain_tags,expected_tools,text,characteristic_form
-aob_fmsr_01_list_failure_modes.json,AOB-FMSR-001,FMSR,Failure Mode Catalog,easy,,FMSR,fmsr.list_failure_modes,"List all known failure modes in the transformer dataset. For each, provide the severity level and recommended maintenance action.","The answer should enumerate all failure modes from the catalogue with each entry including at minimum: a name or identifier, a severity level (low/medium/high/critical), and a recommended maintenance action."
-fmsr_01_dga_fault_mode_diagnosis.json,SGT-003,FMSR,Fault Diagnosis,medium,T-012,FMSR,fmsr.get_dga_record;fmsr.analyze_dga;fmsr.search_failure_modes,Use the latest DGA record for transformer T-012 to identify the most likely fault mode and explain the top two candidate failure mechanisms.,The answer should map DGA evidence to a primary fault mode and provide at least one alternative candidate with rationale grounded in gas patterns or known fault mapping.
-fmsr_02_hydrogen_spike_root_cause.json,SGT-004,FMSR,Root Cause Analysis,medium,T-018,FMSR,fmsr.get_dga_record;fmsr.analyze_dga;fmsr.search_failure_modes,Transformer T-018 has a sudden hydrogen increase relative to baseline. Determine the likely root cause class and recommend one confirmatory measurement.,The answer should classify the likely failure/root-cause class from gas behavior and propose one concrete confirmatory measurement or inspection step.
-fmsr_03_symptom_to_sensor_correlation.json,SGT-013,FMSR,Symptom-Driven Failure Mode Lookup,medium,T-003,FMSR,fmsr.search_failure_modes;fmsr.get_sensor_correlation,Field technicians on T-003 reported intermittent partial discharge symptoms during their last inspection. Identify the failure mode that best matches this symptom and list the sensor readings most useful for confirming and tracking its progression.,"The answer should identify a specific failure mode matching the symptom, cite the match rationale, and list the sensors most correlated with tracking that mode."
-fmsr_04_dga_full_diagnostic_chain.json,SGT-014,FMSR,Full DGA Diagnostic Chain,hard,T-014,FMSR,fmsr.get_dga_record;fmsr.analyze_dga;fmsr.search_failure_modes;fmsr.get_sensor_correlation,"T-014's most recent oil sample has returned elevated gas readings flagged during laboratory review. Diagnose the probable fault mode, identify the closest matching failure mechanism in the catalogue, and specify which sensors should be prioritized for ongoing monitoring.","The answer should state the DGA-derived fault mode, match it to a catalogue failure mechanism with rationale, and recommend a prioritized sensor monitoring list."
-fmsr_05_dga_record_lookup_explain.json,SGT-023,FMSR,DGA Record Interpretation,medium,T-013,FMSR,fmsr.get_dga_record;fmsr.search_failure_modes,"Pull the dissolved gas analysis record on file for T-013 and explain what the gas profile suggests about the unit. Identify the dominant gases, then look up which failure mode in the catalogue best matches that gas signature.","The answer should report the stored DGA gas concentrations for T-013, identify which gases dominate the profile, and name the matching failure mode from the catalogue with its severity tier and recommended action."
-fmsr_06_severity_filtered_failure_review.json,SGT-024,FMSR,Severity-Filtered Failure Mode Review,easy,,FMSR,fmsr.list_failure_modes,"Operations is preparing a spare-parts and inspection plan focused on worst-case scenarios. From the failure mode catalogue, surface only the modes flagged at high or critical severity and pair each with its recommended maintenance action.","The answer should list every failure mode whose severity is either high or critical, give the descriptive label or IEC code for each, and pair it with the recommended maintenance action drawn from the catalogue."
-iot_01_list_transformer_sensors.json,SGT-001,IoT,Asset Discovery,easy,T-011,IoT,iot.get_asset_metadata;iot.list_sensors;iot.get_sensor_readings,List all available sensors for transformer T-011 and include each sensor's latest timestamped value.,"The answer should identify asset T-011, enumerate available sensor names, and provide latest value plus timestamp for each sensor using IoT retrieval tools."
-iot_02_voltage_imbalance_check.json,SGT-002,IoT,Condition Monitoring,medium,T-014,IoT,iot.get_sensor_readings,"For transformer T-014, inspect the last 24 hours of available voltage telemetry and report whether either voltage signal deviated more than 3% from its recent mean.","The answer should compute or reference phase-voltage imbalance over the requested window, state whether any event exceeded 3%, and include when the peak imbalance occurred."
-iot_03_fleet_health_overview.json,SGT-011,IoT,Fleet Health Assessment,easy,,IoT,iot.list_assets;iot.get_asset_metadata,"Identify all transformers in the fleet currently showing degraded or poor health status. For each flagged asset, retrieve its nameplate data and summarize which units require prioritized attention.","The answer should enumerate degraded assets by ID, include nameplate metadata for each, and rank or flag the units most in need of follow-up."
-iot_04_load_current_overload_check.json,SGT-012,IoT,Load Current Monitoring,medium,T-005,IoT,iot.list_sensors;iot.get_sensor_readings,"T-005 has been logging elevated load current readings over the past week. Retrieve the recent sensor data and determine whether current readings are abnormally high relative to the recent baseline, and flag the peak recorded value and when it occurred.","The answer should retrieve load current readings for T-005, compute or reference a recent baseline, state whether readings are elevated above that baseline, and report the peak value and timestamp."
-iot_05_sensor_coverage_audit.json,SGT-021,IoT,Sensor Coverage Audit,easy,T-007,IoT,iot.get_asset_metadata;iot.list_sensors,"T-007 is one of the high-voltage transmission units in the fleet. List its asset metadata and the full set of sensors currently installed, and flag whether the available instrumentation covers both electrical and thermal monitoring needs.","The answer should report the transformer's voltage class and rating, list all installed sensor IDs, and summarize whether thermal channels (e.g. winding/oil temperature) and electrical channels (e.g. load current, voltage) are both represented."
-iot_06_fleet_status_snapshot.json,SGT-022,IoT,Fleet Status Snapshot,medium,,IoT,iot.list_assets;iot.list_sensors;iot.get_sensor_readings,"Provide a quick fleet-status snapshot. Enumerate the transformers currently in service, then for one representative healthy unit (T-005) and one degraded unit (T-013) surface the available sensor channels and a recent telemetry sample for each channel so a comparative read of operational state can be made.","The answer should list the in-service transformer IDs, then for each of T-005 and T-013 surface the available sensor channels and a recent telemetry sample for each channel, and call out any qualitative difference between the two units."
-multi_01_end_to_end_fault_response.json,SGT-009,Multi,End-to-End Incident Response,hard,T-015,IoT;FMSR;TSFM;WO,iot.get_sensor_readings;fmsr.analyze_dga;tsfm.forecast_rul;wo.create_work_order,"Transformer T-015 shows rising load and intermittent over-temperature alerts. Investigate recent sensor behavior, infer probable fault mode, estimate short-term risk over 30 days, and issue a maintenance work order recommendation.","The answer should show a multi-step workflow: summarize relevant IoT evidence, map to likely fault mode, provide a 30-day risk or forecast statement, and conclude with a concrete work-order recommendation."
-multi_02_dga_to_workorder_pipeline.json,SGT-010,Multi,Cross-Domain Planning,hard,T-020,FMSR;TSFM;WO,fmsr.get_dga_record;fmsr.analyze_dga;tsfm.detect_anomalies;wo.create_work_order,"For transformer T-020, combine DGA diagnostics with thermal anomaly trends to decide whether to schedule immediate outage maintenance or defer with heightened monitoring.","The answer should integrate DGA-based diagnosis and trend/anomaly evidence, make a binary maintenance decision (immediate outage vs deferred monitoring), and provide an actionable work-order or monitoring plan."
-multi_03_iot_tsfm_thermal_risk.json,SGT-019,Multi,Thermal Risk Assessment,medium,T-004,IoT;TSFM,iot.list_sensors;iot.get_sensor_readings;tsfm.trend_analysis;tsfm.detect_anomalies;tsfm.forecast_rul,"T-004 has been carrying near-peak load for several weeks. Identify the available sensors, review recent telemetry and any thermal trends, and assess whether the current condition poses a risk to sustained operation over the next 90 days.","The answer should list available sensors for T-004, summarize relevant IoT sensor readings, report the thermal trend direction and rate, flag any anomalies, and give a 90-day operational risk assessment."
-multi_04_protection_trip_dga_response.json,SGT-020,Multi,Protection Trip Response,hard,T-016,FMSR;WO,fmsr.get_dga_record;fmsr.analyze_dga;wo.list_fault_records;wo.create_work_order,"T-016 tripped on differential protection overnight. Review its DGA data and fault record history to determine what the available evidence supports, then issue a corrective work order with a priority level appropriate to the overall situation.","The answer should retrieve and analyze DGA data (noting whether the result is diagnostic or inconclusive), reference prior fault history, and produce a corrective work order with a priority level justified by the combined evidence from the protection trip event, fault history, and component health."
-multi_05_dga_to_inspection_workorder.json,SGT-029,Multi,DGA Finding to Inspection Work Order,hard,T-019,FMSR;WO,fmsr.get_dga_record;fmsr.search_failure_modes;wo.create_work_order,"T-019 has just had a fresh oil sample analysed and the DGA record is now on file. Review that gas profile, identify the most likely failure mode it points to, and convert that finding into a corrective inspection work order whose priority reflects the implied severity.","The answer should report the stored DGA values for T-019, name the matching failure mode and its severity tier, and create a work order whose priority and scope are explicitly justified by the DGA-derived severity."
-multi_06_anomaly_to_rul_to_workorder.json,SGT-030,Multi,RUL Forecast-Driven Work Order,medium,T-020,TSFM;WO,tsfm.forecast_rul;wo.create_work_order,"End-of-quarter fleet review has identified T-020 (critical-tier) as a candidate for accelerated maintenance. Pull the RUL forecast over a 90-day horizon, then create a work order whose scope and priority are explicitly justified by both the current RUL and the projected RUL at the end of that horizon.",The answer should report the RUL forecast for T-020 — including the current RUL and the projected RUL at the 90-day horizon — and create a work order whose priority and scope are explicitly justified by the magnitude of that change (e.g. emergency vs short-term corrective).
-multi_07_iot_tsfm_anomaly_burst.json,SGT-025,Multi,Anomaly Burst vs Trend Disambiguation,medium,T-014,IoT;TSFM,iot.list_sensors;tsfm.detect_anomalies;tsfm.trend_analysis,"Operators flagged a short window of unusual top-of-winding temperature readings on T-014 over the last few days. First identify the sensor channels installed on this asset, then run an anomaly check and trend analysis on the winding temperature channel (winding_temp_top_c) to determine whether the deviations form a single burst or a sustained shift.","The answer should first surface the available sensor channels for T-014, then for the winding_temp_top_c channel report the anomaly findings and recent trend direction, and conclude whether the disturbance is an isolated burst or a sustained drift in the underlying signal."
-tsfm_01_rul_forecast_maintenance_window.json,SGT-005,TSFM,Remaining Useful Life,easy,T-016,TSFM,tsfm.get_rul;tsfm.forecast_rul,Forecast remaining useful life for transformer T-016 and state whether it can safely operate for the next 180 days without major maintenance.,"The answer should report an RUL estimate in days, compare it against the 180-day horizon, and provide a clear maintenance recommendation."
-tsfm_02_hotspot_temp_anomaly.json,SGT-006,TSFM,Anomaly Detection,medium,T-019,TSFM,tsfm.detect_anomalies,Run anomaly detection on transformer T-019 winding temperature for the past 7 days and summarize any persistent abnormal periods.,"The answer should identify abnormal intervals (if any), quantify severity or count of anomalies, and provide a concise interpretation of persistence."
-tsfm_03_winding_temp_trend.json,SGT-015,TSFM,Sensor Trend Analysis,medium,T-002,TSFM,tsfm.trend_analysis,"T-002's winding temperature sensor (winding_temp_top_c) has shown irregular readings over the past month. Analyze the recent trend and report whether readings are increasing, decreasing, or stable, along with the rate of change and how well the trend fits the data.","The answer should report the trend direction (increasing, decreasing, or stable), the slope rate per day, and the R-squared fit quality for T-002's winding_temp_top_c sensor."
-tsfm_04_rul_anomaly_full_assessment.json,SGT-016,Multi,Comprehensive Health Assessment,hard,T-001,IoT;TSFM,iot.list_sensors;tsfm.get_rul;tsfm.forecast_rul;tsfm.detect_anomalies;tsfm.trend_analysis,"T-001 is a critical substation transformer with no spare unit available. Assess its remaining useful life, identify which sensors are available and check them for anomalies over the past 30 days, and determine whether the current condition supports continued operation through the next planned 90-day maintenance window.","The answer should retrieve available sensors, report an RUL estimate, identify any anomalies in the past 30 days, and give a clear go/no-go recommendation for the 90-day operating window, noting the no-spare constraint."
-tsfm_06_rul_current_vs_forecast.json,SGT-026,TSFM,RUL Current vs Forecast Comparison,hard,T-011,TSFM,tsfm.get_rul;tsfm.forecast_rul,"Capital planning needs a defensible RUL view for T-011 ahead of the next budget cycle. Pull the current RUL estimate and a 180-day forecast, compare the two, and state whether the comparison supports deferring replacement or argues for advancing it.","The answer should report the current RUL estimate for T-011, the forecasted RUL at the 180-day horizon, and a recommendation on whether the comparison supports deferring or advancing replacement, citing the magnitude of any change."
-wo_01_create_inspection_order.json,SGT-007,WO,Work Order Generation,easy,T-013,WO,wo.create_work_order;wo.estimate_downtime,"Create a preventive inspection work order for transformer T-013 for the next maintenance cycle, including priority, required skills, and estimated downtime.","The answer should produce a structured work order containing asset ID, task summary, priority, required technician skill set, and estimated downtime."
-wo_02_corrective_order_after_fault.json,SGT-008,WO,Maintenance Decision,medium,T-017,WO,wo.create_work_order;wo.estimate_downtime,"Given repeated fault indicators on transformer T-017, generate a corrective work order with emergency priority if safety risk is high; otherwise set high priority and justify.","The answer should include a risk-aware priority decision (emergency or high), rationale tied to fault indicators, and a complete corrective work order description."
-wo_03_fault_history_review.json,SGT-017,WO,Pre-Maintenance Review,easy,T-009,WO,wo.list_fault_records;wo.list_work_orders,T-009 is approaching its next scheduled maintenance cycle. Review its recent fault history and any open work orders to determine whether anything requires priority escalation before the maintenance window begins.,"The answer should list recent fault records for T-009, summarize open work orders, and state whether any item requires escalation with a brief justification."
-wo_04_fault_record_downtime_update.json,SGT-018,WO,Work Order Lifecycle,hard,T-006,WO,wo.list_fault_records;wo.get_fault_record;wo.estimate_downtime;wo.create_work_order;wo.update_work_order,"A fault event was recently logged on T-006. Retrieve the fault details, estimate the expected repair downtime, open a corrective work order, and then mark it as in-progress with the estimated duration recorded.","The answer should retrieve the fault record, estimate downtime, create a corrective work order, and update its status to in-progress with the downtime noted."
-wo_05_inspection_closeout.json,SGT-027,WO,Work Order Lifecycle (Open and Close),medium,T-009,WO,wo.create_work_order;wo.update_work_order,"An inspection on T-009 has just been completed in the field with no abnormal condition observed. Open a work order documenting that the inspection took place, then close it out with a note recording the clean inspection result.","The answer should report the newly created work order identifier and its initial status, then confirm a follow-up update that transitions the work order to a closed state with a closure note referencing the clean inspection finding."
-wo_06_planned_outage_downtime_estimate.json,SGT-028,WO,Downtime Estimation for Planned Outage,medium,T-018,WO,wo.list_fault_records;wo.estimate_downtime,"Planning needs a downtime estimate for T-018 ahead of an upcoming high-severity corrective outage. Review the recent fault history to characterize the typical event class for this unit, then produce a downtime estimate at the high severity tier with assumptions justified by that history.","The answer should summarize the recent fault record entries for T-018, identify the dominant fault class or repair pattern, and report a downtime estimate in hours at the high severity tier along with the assumptions that justify it."
+filename,id,type,category,difficulty,asset_id,domain_tags,expected_tools,text,characteristic_form
+aob_fmsr_01_list_failure_modes.json,AOB-FMSR-001,FMSR,Failure Mode Catalog,easy,,FMSR,fmsr.list_failure_modes,"List all known failure modes in the transformer dataset. For each, provide the severity level and recommended maintenance action.","The answer should enumerate all failure modes from the catalogue with each entry including at minimum: a name or identifier, a severity level (low/medium/high/critical), and a recommended maintenance action."
+fmsr_01_dga_fault_mode_diagnosis.json,SGT-003,FMSR,Fault Diagnosis,medium,T-012,FMSR,fmsr.get_dga_record;fmsr.analyze_dga;fmsr.search_failure_modes,Use the latest DGA record for transformer T-012 to identify the most likely fault mode and explain the top two candidate failure mechanisms.,The answer should map DGA evidence to a primary fault mode and provide at least one alternative candidate with rationale grounded in gas patterns or known fault mapping.
+fmsr_02_hydrogen_spike_root_cause.json,SGT-004,FMSR,Root Cause Analysis,medium,T-018,FMSR,fmsr.get_dga_record;fmsr.analyze_dga;fmsr.search_failure_modes,Transformer T-018 has a sudden hydrogen increase relative to baseline. Determine the likely root cause class and recommend one confirmatory measurement.,The answer should classify the likely failure/root-cause class from gas behavior and propose one concrete confirmatory measurement or inspection step.
+fmsr_03_symptom_to_sensor_correlation.json,SGT-013,FMSR,Symptom-Driven Failure Mode Lookup,medium,T-003,FMSR,fmsr.search_failure_modes;fmsr.get_sensor_correlation,Field technicians on T-003 reported intermittent partial discharge symptoms during their last inspection. Identify the failure mode that best matches this symptom and list the sensor readings most useful for confirming and tracking its progression.,"The answer should identify a specific failure mode matching the symptom, cite the match rationale, and list the sensors most correlated with tracking that mode."
+fmsr_04_dga_full_diagnostic_chain.json,SGT-014,FMSR,Full DGA Diagnostic Chain,hard,T-014,FMSR,fmsr.get_dga_record;fmsr.analyze_dga;fmsr.search_failure_modes;fmsr.get_sensor_correlation,"T-014's most recent oil sample has returned elevated gas readings flagged during laboratory review. Diagnose the probable fault mode, identify the closest matching failure mechanism in the catalogue, and specify which sensors should be prioritized for ongoing monitoring.","The answer should state the DGA-derived fault mode, match it to a catalogue failure mechanism with rationale, and recommend a prioritized sensor monitoring list."
+fmsr_05_dga_record_lookup_explain.json,SGT-023,FMSR,DGA Record Interpretation,medium,T-013,FMSR,fmsr.get_dga_record;fmsr.search_failure_modes,"Pull the dissolved gas analysis record on file for T-013 and explain what the gas profile suggests about the unit. Identify the dominant gases, then look up which failure mode in the catalogue best matches that gas signature.","The answer should report the stored DGA gas concentrations for T-013, identify which gases dominate the profile, and name the matching failure mode from the catalogue with its severity tier and recommended action."
+fmsr_06_severity_filtered_failure_review.json,SGT-024,FMSR,Severity-Filtered Failure Mode Review,easy,,FMSR,fmsr.list_failure_modes,"Operations is preparing a spare-parts and inspection plan focused on worst-case scenarios. From the failure mode catalogue, surface only the modes flagged at high or critical severity and pair each with its recommended maintenance action.","The answer should list every failure mode whose severity is either high or critical, give the descriptive label or IEC code for each, and pair it with the recommended maintenance action drawn from the catalogue."
+fmsr_07_normal_dga_confirmation.json,SGT-031,FMSR,Fault Diagnosis,medium,T-005,FMSR,fmsr.get_dga_record;fmsr.analyze_dga,Transformer T-005 shows stable gas levels during routine monitoring. Confirm whether any fault is indicated and recommend the next monitoring step.,A normal/no-fault confirmation with a routine-monitoring recommendation.
+iot_01_list_transformer_sensors.json,SGT-001,IoT,Asset Discovery,easy,T-011,IoT,iot.get_asset_metadata;iot.list_sensors;iot.get_sensor_readings,List all available sensors for transformer T-011 and include each sensor's latest timestamped value.,"The answer should identify asset T-011, enumerate available sensor names, and provide latest value plus timestamp for each sensor using IoT retrieval tools."
+iot_02_voltage_imbalance_check.json,SGT-002,IoT,Condition Monitoring,medium,T-014,IoT,iot.get_sensor_readings,"For transformer T-014, inspect the last 24 hours of available voltage telemetry and report whether either voltage signal deviated more than 3% from its recent mean.","The answer should compute or reference phase-voltage imbalance over the requested window, state whether any event exceeded 3%, and include when the peak imbalance occurred."
+iot_03_fleet_health_overview.json,SGT-011,IoT,Fleet Health Assessment,easy,,IoT,iot.list_assets;iot.get_asset_metadata,"Identify all transformers in the fleet currently showing degraded or poor health status. For each flagged asset, retrieve its nameplate data and summarize which units require prioritized attention.","The answer should enumerate degraded assets by ID, include nameplate metadata for each, and rank or flag the units most in need of follow-up."
+iot_04_load_current_overload_check.json,SGT-012,IoT,Load Current Monitoring,medium,T-005,IoT,iot.list_sensors;iot.get_sensor_readings,"T-005 has been logging elevated load current readings over the past week. Retrieve the recent sensor data and determine whether current readings are abnormally high relative to the recent baseline, and flag the peak recorded value and when it occurred.","The answer should retrieve load current readings for T-005, compute or reference a recent baseline, state whether readings are elevated above that baseline, and report the peak value and timestamp."
+iot_05_sensor_coverage_audit.json,SGT-021,IoT,Sensor Coverage Audit,easy,T-007,IoT,iot.get_asset_metadata;iot.list_sensors,"T-007 is one of the high-voltage transmission units in the fleet. List its asset metadata and the full set of sensors currently installed, and flag whether the available instrumentation covers both electrical and thermal monitoring needs.","The answer should report the transformer's voltage class and rating, list all installed sensor IDs, and summarize whether thermal channels (e.g. winding/oil temperature) and electrical channels (e.g. load current, voltage) are both represented."
+iot_06_fleet_status_snapshot.json,SGT-022,IoT,Fleet Status Snapshot,medium,,IoT,iot.list_assets;iot.list_sensors;iot.get_sensor_readings,"Provide a quick fleet-status snapshot. Enumerate the transformers currently in service, then for one representative healthy unit (T-005) and one degraded unit (T-013) surface the available sensor channels and a recent telemetry sample for each channel so a comparative read of operational state can be made.","The answer should list the in-service transformer IDs, then for each of T-005 and T-013 surface the available sensor channels and a recent telemetry sample for each channel, and call out any qualitative difference between the two units."
+iot_07_oil_temp_safe_range_check.json,SGT-032,IoT,Sensor Analysis,easy,T-005,IoT,iot.list_sensors;iot.get_sensor_readings,"Transformer T-005 is operating at 98% capacity with no spare available. Retrieve the recent oil-temperature readings, report the recent baseline (mean) and peak value with timestamp, and state whether the peak is elevated relative to the baseline.","The answer should retrieve oil_temp_c readings for T-005 from iot.get_sensor_readings, compute or reference a recent baseline (mean), report the peak value and its timestamp, and assess whether the peak is elevated relative to baseline — all from actual tool output rather than a pre-stated absolute threshold."
+iot_08_winding_temp_safe_limit_check.json,SGT-033,IoT,Sensor Analysis,easy,T-005,IoT,iot.list_sensors;iot.get_sensor_readings,"Transformer T-005 is operating near peak load. Retrieve the recent winding-temperature readings, identify the peak value with timestamp, and determine whether it exceeds the documented 95°C operating limit (per docs/knowledge/scenario_generation_support.json).","The answer should retrieve winding_temp_top_c readings for T-005 from iot.get_sensor_readings, report the peak value with its timestamp, compare against the 95°C operating limit named in the prompt, and state whether the limit was breached."
+iot_09_pinned_oil_temp_check.json,SGT-035,IoT,Sensor Analysis,easy,T-004,IoT,iot.list_sensors;iot.get_sensor_readings,"Transformer T-004 is operating near peak capacity. Retrieve the recent oil-temperature readings and assess the current operating range — report the minimum, mean, and maximum oil_temp_c observed in the recent window with timestamps for the extremes, and characterize the operating profile.","The answer should retrieve oil_temp_c readings for T-004 from iot.get_sensor_readings and report the min/mean/max with timestamps for the extremes, characterizing the recent operating range — all from actual tool output rather than a pre-stated absolute threshold."
+multi_01_end_to_end_fault_response.json,SGT-009,Multi,End-to-End Incident Response,hard,T-015,IoT;FMSR;TSFM;WO,iot.get_sensor_readings;fmsr.analyze_dga;tsfm.forecast_rul;wo.create_work_order,"Transformer T-015 shows rising load and intermittent over-temperature alerts. Investigate recent sensor behavior, infer probable fault mode, estimate short-term risk over 30 days, and issue a maintenance work order recommendation.","The answer should show a multi-step workflow: summarize relevant IoT evidence, map to likely fault mode, provide a 30-day risk or forecast statement, and conclude with a concrete work-order recommendation."
+multi_02_dga_to_workorder_pipeline.json,SGT-010,Multi,Cross-Domain Planning,hard,T-020,FMSR;TSFM;WO,fmsr.get_dga_record;fmsr.analyze_dga;tsfm.detect_anomalies;wo.create_work_order,"For transformer T-020, combine DGA diagnostics with thermal anomaly trends to decide whether to schedule immediate outage maintenance or defer with heightened monitoring.","The answer should integrate DGA-based diagnosis and trend/anomaly evidence, make a binary maintenance decision (immediate outage vs deferred monitoring), and provide an actionable work-order or monitoring plan."
+multi_03_iot_tsfm_thermal_risk.json,SGT-019,Multi,Thermal Risk Assessment,medium,T-004,IoT;TSFM,iot.list_sensors;iot.get_sensor_readings;tsfm.trend_analysis;tsfm.detect_anomalies;tsfm.forecast_rul,"T-004 has been carrying near-peak load for several weeks. Identify the available sensors, review recent telemetry and any thermal trends, and assess whether the current condition poses a risk to sustained operation over the next 90 days.","The answer should list available sensors for T-004, summarize relevant IoT sensor readings, report the thermal trend direction and rate, flag any anomalies, and give a 90-day operational risk assessment."
+multi_04_protection_trip_dga_response.json,SGT-020,Multi,Protection Trip Response,hard,T-016,FMSR;WO,fmsr.get_dga_record;fmsr.analyze_dga;wo.list_fault_records;wo.create_work_order,"T-016 tripped on differential protection overnight. Review its DGA data and fault record history to determine what the available evidence supports, then issue a corrective work order with a priority level appropriate to the overall situation.","The answer should retrieve and analyze DGA data (noting whether the result is diagnostic or inconclusive), reference prior fault history, and produce a corrective work order with a priority level justified by the combined evidence from the protection trip event, fault history, and component health."
+multi_05_dga_to_inspection_workorder.json,SGT-029,Multi,DGA Finding to Inspection Work Order,hard,T-019,FMSR;WO,fmsr.get_dga_record;fmsr.search_failure_modes;wo.create_work_order,"T-019 has just had a fresh oil sample analysed and the DGA record is now on file. Review that gas profile, identify the most likely failure mode it points to, and convert that finding into a corrective inspection work order whose priority reflects the implied severity.","The answer should report the stored DGA values for T-019, name the matching failure mode and its severity tier, and create a work order whose priority and scope are explicitly justified by the DGA-derived severity."
+multi_06_anomaly_to_rul_to_workorder.json,SGT-030,Multi,RUL Forecast-Driven Work Order,medium,T-020,TSFM;WO,tsfm.forecast_rul;wo.create_work_order,"End-of-quarter fleet review has identified T-020 (critical-tier) as a candidate for accelerated maintenance. Pull the RUL forecast over a 90-day horizon, then create a work order whose scope and priority are explicitly justified by both the current RUL and the projected RUL at the end of that horizon.",The answer should report the RUL forecast for T-020 — including the current RUL and the projected RUL at the 90-day horizon — and create a work order whose priority and scope are explicitly justified by the magnitude of that change (e.g. emergency vs short-term corrective).
+multi_07_iot_tsfm_anomaly_burst.json,SGT-025,Multi,Anomaly Burst vs Trend Disambiguation,medium,T-014,IoT;TSFM,iot.list_sensors;tsfm.detect_anomalies;tsfm.trend_analysis,"Operators flagged a short window of unusual top-of-winding temperature readings on T-014 over the last few days. First identify the sensor channels installed on this asset, then run an anomaly check and trend analysis on the winding temperature channel (winding_temp_top_c) to determine whether the deviations form a single burst or a sustained shift.","The answer should first surface the available sensor channels for T-014, then for the winding_temp_top_c channel report the anomaly findings and recent trend direction, and conclude whether the disturbance is an isolated burst or a sustained drift in the underlying signal."
+tsfm_01_rul_forecast_maintenance_window.json,SGT-005,TSFM,Remaining Useful Life,easy,T-016,TSFM,tsfm.get_rul;tsfm.forecast_rul,Forecast remaining useful life for transformer T-016 and state whether it can safely operate for the next 180 days without major maintenance.,"The answer should report an RUL estimate in days, compare it against the 180-day horizon, and provide a clear maintenance recommendation."
+tsfm_02_hotspot_temp_anomaly.json,SGT-006,TSFM,Anomaly Detection,medium,T-019,TSFM,tsfm.detect_anomalies,Run anomaly detection on transformer T-019 winding temperature for the past 7 days and summarize any persistent abnormal periods.,"The answer should identify abnormal intervals (if any), quantify severity or count of anomalies, and provide a concise interpretation of persistence."
+tsfm_03_winding_temp_trend.json,SGT-015,TSFM,Sensor Trend Analysis,medium,T-002,TSFM,tsfm.trend_analysis,"T-002's winding temperature sensor (winding_temp_top_c) has shown irregular readings over the past month. Analyze the recent trend and report whether readings are increasing, decreasing, or stable, along with the rate of change and how well the trend fits the data.","The answer should report the trend direction (increasing, decreasing, or stable), the slope rate per day, and the R-squared fit quality for T-002's winding_temp_top_c sensor."
+tsfm_04_rul_anomaly_full_assessment.json,SGT-016,Multi,Comprehensive Health Assessment,hard,T-001,IoT;TSFM,iot.list_sensors;tsfm.get_rul;tsfm.forecast_rul;tsfm.detect_anomalies;tsfm.trend_analysis,"T-001 is a critical substation transformer with no spare unit available. Assess its remaining useful life, identify which sensors are available and check them for anomalies over the past 30 days, and determine whether the current condition supports continued operation through the next planned 90-day maintenance window.","The answer should retrieve available sensors, report an RUL estimate, identify any anomalies in the past 30 days, and give a clear go/no-go recommendation for the 90-day operating window, noting the no-spare constraint."
+tsfm_06_rul_current_vs_forecast.json,SGT-026,TSFM,RUL Current vs Forecast Comparison,hard,T-011,TSFM,tsfm.get_rul;tsfm.forecast_rul,"Capital planning needs a defensible RUL view for T-011 ahead of the next budget cycle. Pull the current RUL estimate and a 180-day forecast, compare the two, and state whether the comparison supports deferring replacement or argues for advancing it.","The answer should report the current RUL estimate for T-011, the forecasted RUL at the 180-day horizon, and a recommendation on whether the comparison supports deferring or advancing replacement, citing the magnitude of any change."
+wo_01_create_inspection_order.json,SGT-007,WO,Work Order Generation,easy,T-013,WO,wo.create_work_order;wo.estimate_downtime,"Create a preventive inspection work order for transformer T-013 for the next maintenance cycle, including priority, required skills, and estimated downtime.","The answer should produce a structured work order containing asset ID, task summary, priority, required technician skill set, and estimated downtime."
+wo_02_corrective_order_after_fault.json,SGT-008,WO,Maintenance Decision,medium,T-017,WO,wo.create_work_order;wo.estimate_downtime,"Given repeated fault indicators on transformer T-017, generate a corrective work order with emergency priority if safety risk is high; otherwise set high priority and justify.","The answer should include a risk-aware priority decision (emergency or high), rationale tied to fault indicators, and a complete corrective work order description."
+wo_03_fault_history_review.json,SGT-017,WO,Pre-Maintenance Review,easy,T-009,WO,wo.list_fault_records;wo.list_work_orders,T-009 is approaching its next scheduled maintenance cycle. Review its recent fault history and any open work orders to determine whether anything requires priority escalation before the maintenance window begins.,"The answer should list recent fault records for T-009, summarize open work orders, and state whether any item requires escalation with a brief justification."
+wo_04_fault_record_downtime_update.json,SGT-018,WO,Work Order Lifecycle,hard,T-006,WO,wo.list_fault_records;wo.get_fault_record;wo.estimate_downtime;wo.create_work_order;wo.update_work_order,"A fault event was recently logged on T-006. Retrieve the fault details, estimate the expected repair downtime, open a corrective work order, and then mark it as in-progress with the estimated duration recorded.","The answer should retrieve the fault record, estimate downtime, create a corrective work order, and update its status to in-progress with the downtime noted."
+wo_05_inspection_closeout.json,SGT-027,WO,Work Order Lifecycle (Open and Close),medium,T-009,WO,wo.create_work_order;wo.update_work_order,"An inspection on T-009 has just been completed in the field with no abnormal condition observed. Open a work order documenting that the inspection took place, then close it out with a note recording the clean inspection result.","The answer should report the newly created work order identifier and its initial status, then confirm a follow-up update that transitions the work order to a closed state with a closure note referencing the clean inspection finding."
+wo_06_planned_outage_downtime_estimate.json,SGT-028,WO,Downtime Estimation for Planned Outage,medium,T-018,WO,wo.list_fault_records;wo.estimate_downtime,"Planning needs a downtime estimate for T-018 ahead of an upcoming high-severity corrective outage. Review the recent fault history to characterize the typical event class for this unit, then produce a downtime estimate at the high severity tier with assumptions justified by that history.","The answer should summarize the recent fault record entries for T-018, identify the dominant fault class or repair pattern, and report a downtime estimate in hours at the high severity tier along with the assumptions that justify it."
+wo_07_thermal_threshold_corrective_order.json,SGT-034,WO,Work Order Creation,medium,T-003,WO,wo.list_fault_records;wo.estimate_downtime;wo.create_work_order,"T-003 substation main transformer temperature has exceeded threshold (severity: high) with spare procurement pending. Decide on maintenance and create a corrective work order, using historical fault context for the downtime estimate.","A decision on work order creation with a derived priority and minimum playbook fields, using fault history to estimate downtime under a high-severity precondition."
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+# Failure taxonomy hand-audit — stratified sample (#194)
+
+*Audit pass over the 46-row stratified sample drawn by `scripts/build_failure_taxonomy.py` from PR #193's `results/metrics/failure_taxonomy_current.csv`. Audited rows: 46.*
+
+Auditor walked each row's judge log under `results/judge_logs/<run_name>/<scenario_id>_run<NN>_judge_log.json`, which embeds the agent's full trajectory + final answer. For each row the auditor decided: (a) `audit_decision` — `confirmed` (auto-label and trajectory symptoms agree), `relabel_suggested` (a concrete better label), or `evidence_thin` (judge symptom too weak/ambiguous to cite); (b) `berkeley_label` — `specification` / `inter_agent_orchestration` / `task_verification` per `docs/failure_taxonomy_evidence.md`; (c) `failure_stage` — earliest stage where the run becomes unrecoverable.
+
+## Sampling design — coverage, not prevalence
+
+The 46 audited rows are a `(experiment_cell, auto_taxonomy_label)` stratified sample produced by `scripts/build_failure_taxonomy.py:stratified_sample` — one row per non-empty stratum across the 1,276 paper-eligible failures, deterministic seed 20260506. **Counts in this doc measure coverage of strata, not prevalence over the failure population.** A line like 'task_verification appears in 34 of 43 audited-with-label rows' means the auditor labeled 34 strata as task_verification — it does NOT mean ~79% of the 1,276 failures are task_verification. For a prevalence estimate, run a separate random-sample audit weighted by stratum size, or extrapolate weighted counts from the per-stratum confirmed-rate scaled by auto-label prevalence in the full 1,276 rows. The recurring-pattern row counts below are rows-in-this-sample; the parenthetical 'across N distinct scenarios' is the orthogonal coverage measure that distinguishes 'one buggy scenario replicated across many cells/models' from 'a broad-distributional failure mode'.
+
+## Current taxonomy surface and supersession
+
+For paper-facing failure-taxonomy claims, `results/metrics/failure_taxonomy_current.csv` plus this PR #197 manual audit are the **current surfaces of record**. They supersede the preliminary PR #151 failure-evidence artifact chain and PR #189's 35-row audit, which remain historical checks over an older evidence table. Any tables, figures, or prose still derived from the older `failure_evidence_table.csv` / 35-row audit should be regenerated from `failure_taxonomy_current.csv` or explicitly caveated as preliminary/stale. This is closeout hygiene for HPML #35: after #197 lands, the issue closeout can name exactly what is current, what is historical, and which derived artifacts (if any) were refreshed versus intentionally caveated.
+
+## Berkeley-label tie-break rule (this audit)
+
+Per `docs/failure_taxonomy_evidence.md:139-145` Berkeley tie-break rule, when more than one Berkeley label is plausible the auditor picks **the latest irreversible mistake visible in the artifact** and mentions upstream contributors in the audit_note. Concretely: (a) if the trajectory's tool-call sequence is materially wrong but the agent never reaches a final-answer-with-fabrication, the latest irreversible mistake is the failing tool-call → label as `inter_agent_orchestration`; (b) if the agent emits a final answer / WO / decision that depends on missing, empty, or wrong evidence (i.e. the upstream gap was not corrected before the final answer landed), the latest irreversible mistake is the unearned final answer → label as `task_verification`. (c) `specification` is reserved for cases where the agent misunderstood the task itself (per the team-doc definition); the auditor did not see this in the 46-row sample. Note: this rule governs ONLY the Berkeley label, NOT the failure_stage — see the separate failure-stage rule below.
+
+## Failure-stage rule (this audit)
+
+Per `docs/failure_taxonomy_evidence.md:149-151`, `failure_stage` uses **the earliest stage where the run becomes observably unrecoverable** — which is a separate question from the Berkeley tie-break rule above. Stage candidates are `planning` / `tool_selection` / `tool_execution` / `verification` / `final_answer`, evaluated in trajectory order. **The two rules can disagree.** Worked example: a SGT-022 fleet-status row may have Berkeley=`task_verification` (the unearned breakdown is the latest irreversible mistake) AND stage=`planning` (the plan never included per-unit retrieval, so the run was already unrecoverable from planning). v3 of this audit applied the latest-irreversible-mistake tie-break to six rows' Berkeley labels (correctly — though only four of the six had a v2→v3 Berkeley modification; the two Z70B/ZS70B SGT-022 rows already carried `task_verification` from v2), but then incorrectly carried that same rule into `failure_stage` — moving five rows whose v2 stage was already earliest-unrecoverable-compatible (`planning` for the four SGT-022 rows, `tool_execution` for A70B SGT-009 run03) to `final_answer`; v4 (this revision) re-evaluates each tie-break row's stage independently of its Berkeley label — see `tie_break_relabels` below for the per-row mapping after both rules are applied separately.
+
+## Decision counts
+
+| audit_decision | count |
+|---|---:|
+| `confirmed` | 42 |
+| `relabel_suggested` | 1 |
+| `evidence_thin` | 3 |
+
+## Berkeley taxonomy distribution (audited rows)
+
+| berkeley_label | count |
+|---|---:|
+| `task_verification` | 34 |
+| `inter_agent_orchestration` | 9 |
+
+## Failure-stage distribution (audited rows)
+
+| failure_stage | count |
+|---|---:|
+| `final_answer` | 16 |
+| `tool_execution` | 11 |
+| `verification` | 6 |
+| `tool_selection` | 5 |
+| `planning` | 5 |
+
+## Recurring failure patterns
+
+These patterns recur across multiple audited rows and are the strongest paper-citable signals. Each row's count is rows-in-this-sample and 'across M distinct scenarios' to flag patterns where a single scenario reproduces across multiple cells/models (cross-model robustness signal) versus broad-distributional (corpus-coverage signal):
+
+1. **Wrong sensor name (`winding_temp_c` vs canonical `winding_temp_top_c`)** — 6 rows across 2 distinct scenarios (SGT-009, SGT-010). The 8B and 70B agents both pick a non-existent sensor name when asked about thermal trends. Tool returns 'no readings', but the agent then proceeds to outage-WO creation anyway. Cells: B SGT-010 run01, B SGT-010 run03, A70B SGT-009 run02, A70B SGT-009 run03, B70B SGT-010 run02, C70B SGT-010 run03. Mitigation candidate: validate `sensor_id` against `iot.list_sensors` output before `iot.get_sensor_readings` / `tsfm.trend_analysis`, and hard-fail on unknown sensors instead of returning empty.
+2. **Low-temp + Arc Discharge contradiction** — 5 rows across 1 distinct scenario (SGT-014). The agent diagnoses 'low-temperature overheating' (a thermal fault) and matches it to FM-006 'Arc Discharge' (a high-energy electrical fault) — physically incompatible classes. Now spans Y70B / YS_TP / YS70B / Z70B / ZS70B (every PE-family 70B variant on SGT-014). Cells: Y70B SGT-014 run02, YS_TP SGT-014 run05, YS70B SGT-014 run01, Z70B SGT-014 run03, ZS70B SGT-014 run01. Mitigation candidate: enforce a fault-mode-class consistency check between `analyze_dga` output and `search_failure_modes` result; reject thermal-class diagnoses paired with electrical-class FM matches.
+3. **T-006 vs T-008 fault-record confusion** — 2 rows across 1 distinct scenario (SGT-018). `get_fault_record(F006)` returns a T-008 record (since F006 belongs to T-008 in the fixture); the task asked about T-006; agent emits T-008 details as the answer. Cells: B70B SGT-018 run03, C70B SGT-018 run01. Mitigation candidate: validate that the returned record's `transformer_id` matches the task's named asset before downstream tools consume it.
+4. **WO creation without preceding diagnostic** — 7 rows across 3 distinct scenarios (SGT-007, SGT-009, SGT-010). Agent jumps straight to `create_work_order` (or after a single shallow tool call), skipping the discover/analyze/correlate sequence. The WO carries either fabricated severity / priority / playbook fields or empty placeholders. Z70B SGT-007 run01 also emits the WO despite explicit 'invalid severity' + session errors. Cells: A SGT-009 run03, A70B SGT-009 run02, B70B SGT-010 run02, C70B SGT-010 run03, YS_BASELINE SGT-007 run02, Y70B SGT-010 run02, Z70B SGT-007 run01. Mitigation candidate: gate `create_work_order` behind a 'minimum-evidence' precondition checker (analyze_dga and/or trend_analysis outcome present in the trajectory); refuse to mark an errored WO as success.
+5. **INT8 model emits invented failure-mode IDs** — 2 rows across 1 distinct scenario (SGT-014). The INT8 8B variant on Cell D uses literal strings (`list_failure_modes`, `D2`, `FM-012`, `T1`) as `failure_mode_id` arguments, none of which exist. Cells: D SGT-014 run02, D SGT-014 run05. Mitigation candidate: tool-input validation that rejects unknown IDs before the call dispatches.
+6. **Fleet-status snapshot covers only one representative unit** — 4 rows across 1 distinct scenario (SGT-022). Task asks for healthy + degraded (or healthy + degraded + critical) representative samples; agent fully populates only one unit (typically T-005 or T-011) and asserts the breakdown without per-unit retrieval. Cells: B70B SGT-022 run03, C70B SGT-022 run03, Z70B SGT-022 run01, ZS70B SGT-022 run02. Mitigation candidate: in PE/verified-PE planning, expand 'representative units' to a numbered list and require one `iot.get_sensor_readings` call per declared unit before final aggregation.
+
+These 6 patterns span **23 distinct audit-table rows** with 26 pattern-occurrences (rows × patterns; §1∩§4 overlap = 3 rows that show both wrong-sensor-name AND WO-without-diagnostic). All clusters reduce to **6 distinct scenarios**: SGT-007, SGT-009, SGT-010, SGT-014, SGT-018, SGT-022. The `specification` Berkeley category was not assigned to any audited row in this sample, applying the team's narrow definition (agent misunderstanding the task itself). Reasonable readers may argue patterns §1 (wrong sensor name) and §3 (T-006 vs T-008) sit on the boundary between `task_verification` and a hypothetical `tool_environment_specification` sub-label — the auditor's read is that the task is precisely specified and the gap is in the agent's tool-environment surface (canonical sensor names, asset-record consistency), not in the task statement, but a methodology revisit could re-draw the boundary.
+
+## Tie-break relabels (v2 → v3 → v4)
+
+Six rows where v2's first-pass labels needed re-evaluation. v3 changed the Berkeley labels per the latest-irreversible-mistake tie-break rule (correct) but also applied that rule to `failure_stage` (incorrect — stage uses earliest-unrecoverable per `docs/failure_taxonomy_evidence.md:149-151`). v4 keeps the v3 Berkeley relabels and re-evaluates each row's stage independently.
+
+| cell | scenario | trial | v2 berkeley / stage | v3 berkeley / stage | v4 berkeley / stage | rationale |
+|---|---|---:|---|---|---|---|
+| A70B | SGT-009 | 2 | `inter_agent_orchestration` / `tool_selection` | `task_verification` / `final_answer` | `task_verification` / `tool_execution` | Berkeley=task_verification (latest mistake = WO emission with overheating diagnosis). Stage=tool_execution (earliest unrecoverable: the retry on canonical 'winding_temp_top_c' also errored with 'Invalid comparison between dtype=datetime64[ns] and Timestamp', so the trend pipeline was broken at that tool execution and never recovered — the upstream 'dga_h2_ppm' miss was the trigger but not the only failure). Berkeley and stage diverge. |
+| A70B | SGT-009 | 3 | `inter_agent_orchestration` / `tool_execution` | `task_verification` / `final_answer` | `task_verification` / `tool_execution` | Berkeley=task_verification (latest mistake = unearned WO at end). Stage=tool_execution (earliest unrecoverable: wrong sensor name 'winding_temp_c' only PARTIALLY recovered via list_sensors, so run was unrecoverable from the failed tool execution). Berkeley and stage diverge. |
+| B70B | SGT-022 | 3 | `inter_agent_orchestration` / `planning` | `task_verification` / `final_answer` | `task_verification` / `planning` | Berkeley=task_verification (latest mistake = unearned 10-healthy/10-degraded breakdown). Stage=planning (earliest unrecoverable: no get_sensor_readings calls at all in trajectory, so plan was missing per-unit retrieval from start). Berkeley and stage diverge. |
+| C70B | SGT-022 | 3 | `inter_agent_orchestration` / `planning` | `task_verification` / `final_answer` | `task_verification` / `planning` | Berkeley=task_verification (latest mistake = unearned 12/5/3 breakdown). Stage=planning (earliest unrecoverable: only T-005 fully populated; plan was missing per-unit retrieval). Berkeley and stage diverge. |
+| Z70B | SGT-022 | 1 | `task_verification` / `planning` | `task_verification` / `final_answer` | `task_verification` / `planning` | Berkeley=task_verification (latest mistake = unearned breakdown). Stage=planning (earliest unrecoverable: snapshot only covered T-011; plan missing per-unit retrieval). Same shape as B70B/C70B/ZS70B SGT-022. Berkeley and stage diverge. |
+| ZS70B | SGT-022 | 2 | `task_verification` / `planning` | `task_verification` / `final_answer` | `task_verification` / `planning` | Berkeley=task_verification (latest mistake = unearned breakdown). Stage=planning (earliest unrecoverable: only T-011 fully populated; plan missing per-unit retrieval). Berkeley and stage diverge. |
+
+## Per-row audit table
+
+| cell | run | scenario | trial | auto_label | decision | berkeley | stage | note |
+|---|---|---|---:|---|---|---|---|---|
+| A | `...5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct` | SGT-009 | 3 | `task_completion` | `confirmed` | `task_verification` | `final_answer` | Created WO without first analyzing DGA or trends; final answer is meta-narrative ('series of function calls') rather than the requested fault inference + 30-day risk estimate. |
+| A | `...5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct` | SGT-014 | 1 | `agent_sequence_correct` | `confirmed` | `inter_agent_orchestration` | `tool_selection` | list_sensors called after get_sensor_correlation(FM-002), reversing the natural discover-then-correlate order; final answer correct but tool sequence is post-hoc. |
+| A | `...5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct` | SGT-025 | 5 | `generalized_result_verification` | `confirmed` | `task_verification` | `verification` | Reported four anomalies + trend without verifying against an expected operating range; clarity dim also fails because no thermal threshold is cited. |
+| B | `...175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline` | SGT-010 | 1 | `data_retrieval_accuracy` | `confirmed` | `task_verification` | `final_answer` | Wrong sensor name 'winding_temp_c' (canonical is 'winding_temp_top_c'); agent acknowledges 'no readings' but still recommends immediate outage maintenance — missing-evidence final answer. |
+| B | `...175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline` | SGT-010 | 3 | `task_completion` | `confirmed` | `task_verification` | `tool_execution` | Same wrong-sensor pattern as run01 (winding_temp_c not winding_temp_top_c); agent inverts the maintenance recommendation but the underlying tool-call sequence and missing get_dga_record precondition are identical. |
+| C | `...75_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized` | SGT-003 | 2 | `generalized_result_verification` | `confirmed` | `task_verification` | `tool_selection` | Single analyze_dga call with hand-picked args (h2=15, ch4=10); skipped get_dga_record entirely; final answer is 'Normal/Inconclusive' which doesn't satisfy the task's 'top two candidate failure mechanisms' requirement. |
+| C | `...75_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized` | SGT-007 | 1 | `task_completion` | `confirmed` | `task_verification` | `final_answer` | Single create_work_order call with no preceding diagnostic; final answer is bare 'WO created' confirmation lacking required playbook fields. |
+| Y | `...724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline` | SGT-001 | 2 | `task_completion` | `confirmed` | `inter_agent_orchestration` | `tool_selection` | Used get_asset_metadata in place of per-sensor get_sensor_readings; only load_current_a came back populated, oil_temp_c / power_factor / voltages all reported '(no value provided)'. |
+| Z | `...ost175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline` | SGT-014 | 5 | `agent_sequence_correct` | `confirmed` | `inter_agent_orchestration` | `tool_execution` | Tool calls extracted as the literal asset description string 'Power Transformer T-014' — planner emitted wrong arg shape; sequence broke before failure-mode lookup completed cleanly. |
+| B | `...175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline` | SGT-023 | 4 | `agent_sequence_correct` | `evidence_thin` | `` | `` | Sequence is reasonable (get_dga_record -> analyze_dga -> search_failure_modes); judge cites general 'improve matching' without naming a specific sequencing or grounding break. |
+| B | `...175_a100_cu_20260505T0940Z_B_post175_15x5_aat_mcp_baseline` | SGT-026 | 4 | `generalized_result_verification` | `relabel_suggested` | `inter_agent_orchestration` | `tool_selection` | forecast_rul called before get_rul (need current RUL first to anchor the comparison); auto-label flagged verification but the actual primary failure is the inverted sequence. |
+| C | `...75_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized` | SGT-013 | 4 | `agent_sequence_correct` | `confirmed` | `inter_agent_orchestration` | `tool_selection` | get_sensor_correlation(FM-004) called before search_failure_modes; agent later finds FM-001 but doesn't re-correlate against it; sequencing inverted. |
+| Y | `...918Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline` | SGT-004 | 4 | `generalized_result_verification` | `evidence_thin` | `` | `` | Judge complaint is general 'improve justification'; PE format trajectory not extracted, so no concrete sequencing or grounding signal beyond the final-answer text. |
+| D | `...est3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized` | SGT-014 | 2 | `data_retrieval_accuracy` | `confirmed` | `inter_agent_orchestration` | `tool_execution` | Tool args contain literal strings 'list_failure_modes' and 'D2' as failure_mode_id; both are non-existent IDs; INT8 model produced malformed structured calls. |
+| D | `...est3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized` | SGT-014 | 5 | `task_completion` | `confirmed` | `inter_agent_orchestration` | `tool_execution` | INT8 again uses non-existent failure_mode_ids ('FM-012', 'T1' as a failure_mode_id); pattern mirrors run02 — model invents IDs instead of looking them up first. |
+| D | `...est3_20260505T0815Z_D_post175_15x5_aat_mcp_model_optimized` | SGT-022 | 1 | `agent_sequence_correct` | `confirmed` | `inter_agent_orchestration` | `planning` | Agent picked 2 representative units (T-005, T-013) without justifying the selection; 5-call sequence partially redundant; plan-vs-execution drift. |
+| ZSD | `...5x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized` | SGT-001 | 1 | `task_completion` | `confirmed` | `task_verification` | `final_answer` | Same T-011 missing-sensor-values pattern as YS rows; final answer enumerates sensors with 'Not available in the results' but treats this as task completion. |
+| ZSD | `...5x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized` | SGT-003 | 1 | `generalized_result_verification` | `confirmed` | `task_verification` | `final_answer` | Final answer adds unverified failure mechanisms ('low-temperature thermal fault in core lamination') not present in tool outputs. |
+| ZSD | `...5x5_exp2_cell_ZSD_verified_pe_self_ask_mcp_model_optimized` | SGT-009 | 5 | `data_retrieval_accuracy` | `confirmed` | `task_verification` | `final_answer` | Asserts 'Arc Discharge' for T-015 with 0.0% 30-day risk — neither claim is grounded in retrievable evidence in the prompt. |
+| Y70B | `...0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx` | SGT-003 | 3 | `agent_sequence_correct` | `confirmed` | `task_verification` | `final_answer` | Final answer admits 'top two are not explicitly listed as two separate mechanisms' — task asked for two distinct candidates; agent emits one with hedge. |
+| Y70B | `...0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx` | SGT-012 | 1 | `generalized_result_verification` | `confirmed` | `task_verification` | `verification` | Final answer self-contradicts ('not abnormally high' + 'three anomalous readings') without resolving; task asked for elevated-vs-baseline assessment with peak. |
+| Y70B | `...0820Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx` | SGT-014 | 2 | `task_completion` | `confirmed` | `task_verification` | `final_answer` | Internal contradiction: 'low-temperature overheating' diagnosis matched against 'Arc Discharge' (FM-006); two failure mode classes are physically incompatible. |
+| Z70B | `...B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx` | SGT-007 | 1 | `task_completion` | `confirmed` | `task_verification` | `tool_execution` | WO-20D523B9 created for T-013 with 'invalid severity level' and 'session issue' errors flagged in the trajectory; agent emits the WO as success rather than retrying or replanning. |
+| Z70B | `...B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx` | SGT-014 | 3 | `agent_sequence_correct` | `confirmed` | `task_verification` | `final_answer` | Same low-temp + Arc Discharge (FM-006) contradiction as Y70B / YS_TP / YS70B SGT-014 rows; the pattern recurs on Z70B as well. |
+| ZS70B | `...70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx` | SGT-022 | 2 | `data_retrieval_accuracy` | `confirmed` | `task_verification` | `planning` | Berkeley=task_verification by tie-break (latest irreversible mistake is the unearned fleet breakdown). Stage=planning by the separate earliest-unrecoverable rule: the plan never included per-unit retrieval, so the run was already unrecoverable from planning. Fleet-status snapshot only fully populated T-011; healthy/degraded/critical counts asserted without per-unit retrieval. |
+| A70B | `...xqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx` | SGT-003 | 3 | `agent_sequence_correct` | `evidence_thin` | `` | `` | Sequence is reasonable (get_dga_record -> analyze_dga -> search_failure_modes); judge cites grounding gap but trajectory looks standard, so the dim flag is weak. |
+| A70B | `...xqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx` | SGT-009 | 2 | `task_completion` | `confirmed` | `task_verification` | `tool_execution` | Berkeley=task_verification by tie-break (latest irreversible mistake is the WO emission with overheating diagnosis). Stage=tool_execution by earliest-unrecoverable: the first trend_analysis on 'dga_h2_ppm' returned 'No readings' (clean recovery via list_sensors), but the retry on canonical 'winding_temp_top_c' ALSO errored with 'Invalid comparison between dtype=datetime64[ns] and Timestamp' — so the trend pipeline was broken at that tool execution and never recovered. Berkeley and stage rules diverge here. |
+| A70B | `...xqt_abc_20260505T0722Z_A70B_post175_70b_aat_direct_watsonx` | SGT-009 | 3 | `data_retrieval_accuracy` | `confirmed` | `task_verification` | `tool_execution` | Berkeley=task_verification by tie-break (latest irreversible mistake is the WO creation at end). Stage=tool_execution by earliest-unrecoverable: wrong sensor name 'winding_temp_c' was only partially recovered via list_sensors, so the run was already unrecoverable at tool_execution. Berkeley and stage rules diverge here. |
+| B70B | `...c_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx` | SGT-010 | 2 | `data_retrieval_accuracy` | `confirmed` | `task_verification` | `final_answer` | Wrong sensor name (winding_temp_c) returned no data; agent then asserts 'critical health' and '0-day RUL' which the called tools didn't actually return; missing-evidence final answer. |
+| B70B | `...c_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx` | SGT-018 | 3 | `task_completion` | `confirmed` | `task_verification` | `tool_execution` | Asked about T-006; agent's get_fault_record(F006) returned a T-008 record; agent emits T-008 fault details as the answer for the T-006 task without correcting the lookup. |
+| B70B | `...c_20260505T0722Z_B70B_post175_70b_aat_mcp_baseline_watsonx` | SGT-022 | 3 | `agent_sequence_correct` | `confirmed` | `task_verification` | `planning` | Berkeley=task_verification by tie-break (latest irreversible mistake is the unearned 10-healthy/10-degraded breakdown). Stage=planning by earliest-unrecoverable: no get_sensor_readings calls in the trajectory at all, so the plan was missing per-unit retrieval from the start. Berkeley and stage rules diverge here. |
+| C70B | `..._20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx` | SGT-010 | 3 | `data_retrieval_accuracy` | `confirmed` | `task_verification` | `final_answer` | Same wrong-sensor pattern (winding_temp_c); agent acknowledges 'no readings' but final answer still proceeds to fault classification with high-priority outage WO. |
+| C70B | `..._20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx` | SGT-018 | 1 | `task_completion` | `confirmed` | `task_verification` | `tool_execution` | Same T-006 vs T-008 confusion as B70B run03; F006 fault_id corresponds to T-008 in the fixture but task asked about T-006; agent treats the mismatch as a non-issue. |
+| C70B | `..._20260505T0722Z_C70B_post175_70b_aat_mcp_optimized_watsonx` | SGT-022 | 3 | `agent_sequence_correct` | `confirmed` | `task_verification` | `planning` | Berkeley=task_verification by tie-break (latest irreversible mistake is the unearned 12-healthy/5-degraded/3-critical fleet breakdown). Stage=planning by earliest-unrecoverable: only T-005 was fully populated via get_sensor_readings, so the plan was already missing per-unit retrieval. Berkeley and stage rules diverge here. |
+| Y | `..._YS_TP_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_optimized` | SGT-014 | 5 | `agent_sequence_correct` | `confirmed` | `task_verification` | `final_answer` | Same low-temp + Arc Discharge contradiction as Y70B SGT-014 run02; PE-family rerun reproduces the same failure pattern across different cells. |
+| Z | `...st175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized` | SGT-003 | 3 | `task_completion` | `confirmed` | `task_verification` | `final_answer` | Final answer's two candidates are paraphrases of the same primary fault mode rather than two distinct mechanisms; not grounded in tool outputs. |
+| Z | `...st175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_optimized` | SGT-003 | 4 | `generalized_result_verification` | `confirmed` | `task_verification` | `verification` | Identical Low-Temp Overheating answer as run03; verified-PE verification step doesn't catch that 'top two' aren't actually two distinct candidates. |
+| Y | `...Z_YS_BASELINE_post175_15x5_mitigation_baseline_pe_self_ask` | SGT-007 | 2 | `data_retrieval_accuracy` | `confirmed` | `task_verification` | `tool_execution` | WO created with empty playbook fields ('Required skills: Not specified', no technician); arguments not validated against playbook minima before WO emission. |
+| Z | `..._post175_15x5_mitigation_adjudication_verified_pe_self_ask` | SGT-025 | 3 | `data_retrieval_accuracy` | `confirmed` | `task_verification` | `verification` | Anomaly check ran but no operating-range comparison against the expected winding-temp limit; the analysis is incomplete without that threshold lookup. |
+| Y70B | `...1010Z_Y70B_post175_70b_exp2_cell_Y_pe_mcp_baseline_watsonx` | SGT-010 | 2 | `data_retrieval_accuracy` | `confirmed` | `task_verification` | `final_answer` | Agent admits 'inability to retrieve thermal sensor readings' but still emits high-priority outage WO — missing-evidence final answer. |
+| YS70B | `..._post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx` | SGT-010 | 1 | `agent_sequence_correct` | `confirmed` | `inter_agent_orchestration` | `verification` | DGA says 'Arc discharge' + thermal trend says 'no anomalies' = contradictory signals; agent picks Arc as decisive without resolving the conflict between domains. |
+| YS70B | `..._post175_70b_exp2_cell_YS_pe_self_ask_mcp_baseline_watsonx` | SGT-014 | 1 | `task_completion` | `confirmed` | `task_verification` | `final_answer` | Same low-temp + Arc Discharge contradiction as Y70B run02 and YS_TP run05; failure mode pattern recurs across PE 70B variants. |
+| Z70B | `...B_post175_70b_exp2_cell_Z_verified_pe_mcp_baseline_watsonx` | SGT-022 | 1 | `data_retrieval_accuracy` | `confirmed` | `task_verification` | `planning` | Berkeley=task_verification by tie-break (latest irreversible mistake is the unearned breakdown). Stage=planning by earliest-unrecoverable: fleet-status snapshot only covered T-011 representatively; the plan was missing per-unit retrieval from the start. Same shape as B70B/C70B/ZS70B SGT-022. Berkeley and stage rules diverge here. |
+| ZS70B | `...70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx` | SGT-012 | 2 | `generalized_result_verification` | `confirmed` | `task_verification` | `verification` | Same self-contradiction as Y70B SGT-012 run01 ('not abnormally high' + 'three anomalous readings'); peak value 324.335 A reported but timestamp omitted, so verification is incomplete. |
+| ZS70B | `...70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx` | SGT-014 | 1 | `agent_sequence_correct` | `confirmed` | `task_verification` | `final_answer` | Same low-temp + Arc Discharge (FM-006) contradiction; recurs across Y70B / YS_TP / YS70B / Z70B / ZS70B SGT-014 — pattern now spans 5 cells. |
+| ZS70B | `...70b_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline_watsonx` | SGT-018 | 1 | `task_completion` | `confirmed` | `task_verification` | `tool_execution` | Agent admits 'task execution unsuccessful' but still emits WO-480541FA with 24h estimated downtime; fault retrieval and update_work_order both errored — agent reports each error but doesn't replan. |
+
+## Paper-cite candidates (top 10)
+
+These rows have a confirmed auto-label, a concrete trajectory-grounded note, and a balanced cell/orchestration/symptom mix. Recommended examples for the paper's failure-analysis section.
+
+1. **Cell A / agent_as_tool / SGT-009 run03** — low_task_completion -> `task_verification` (final_answer). Created WO without first analyzing DGA or trends; final answer is meta-narrative ('series of function calls') rather than the requested fault inference + 30-day risk estimate. Source: `benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_01_end_to_end_fault_response_run03.json`.
+2. **Cell A / agent_as_tool / SGT-014 run01** — low_agent_sequence_correct -> `inter_agent_orchestration` (tool_selection). list_sensors called after get_sensor_correlation(FM-002), reversing the natural discover-then-correlate order; final answer correct but tool sequence is post-hoc. Source: `benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_fmsr_04_dga_full_diagnostic_chain_run01.json`.
+3. **Cell A / agent_as_tool / SGT-025 run05** — low_generalized_result_verification -> `task_verification` (verification). Reported four anomalies + trend without verifying against an expected operating range; clarity dim also fails because no thermal threshold is cited. Source: `benchmarks/cell_A_direct/raw/core15x5_post175_a100_cu_20260505T0724Z_A_post175_15x5_aat_direct/2026-05-05_A_llama-3-1-8b-instruct_agent_as_tool_direct_multi_07_iot_tsfm_anomaly_burst_run05.json`.
+4. **Cell B / agent_as_tool / SGT-010 run01** — low_data_retrieval_accuracy -> `task_verification` (final_answer). Wrong sensor name 'winding_temp_c' (canonical is 'winding_temp_top_c'); agent acknowledges 'no readings' but still recommends immediate outage maintenance — missing-evidence final answer. Source: `benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run01.json`.
+5. **Cell B / agent_as_tool / SGT-010 run03** — low_task_completion -> `task_verification` (tool_execution). Same wrong-sensor pattern as run01 (winding_temp_c not winding_temp_top_c); agent inverts the maintenance recommendation but the underlying tool-call sequence and missing get_dga_record precondition are identical. Source: `benchmarks/cell_B_mcp_baseline/raw/core15x5_post175_a100_cu_20260505T0724Z_B_post175_15x5_aat_mcp_baseline/2026-05-05_B_llama-3-1-8b-instruct_agent_as_tool_baseline_multi_02_dga_to_workorder_pipeline_run03.json`.
+6. **Cell C / agent_as_tool / SGT-003 run02** — low_generalized_result_verification -> `task_verification` (tool_selection). Single analyze_dga call with hand-picked args (h2=15, ch4=10); skipped get_dga_record entirely; final answer is 'Normal/Inconclusive' which doesn't satisfy the task's 'top two candidate failure mechanisms' requirement. Source: `benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_01_dga_fault_mode_diagnosis_run02.json`.
+7. **Cell C / agent_as_tool / SGT-007 run01** — low_task_completion -> `task_verification` (final_answer). Single create_work_order call with no preceding diagnostic; final answer is bare 'WO created' confirmation lacking required playbook fields. Source: `benchmarks/cell_C_mcp_optimized/raw/core15x5_post175_a100_cu_20260505T0724Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_wo_01_create_inspection_order_run01.json`.
+8. **Cell Y / plan_execute / SGT-001 run02** — low_task_completion -> `inter_agent_orchestration` (tool_selection). Used get_asset_metadata in place of per-sensor get_sensor_readings; only load_current_a came back populated, oil_temp_c / power_factor / voltages all reported '(no value provided)'. Source: `benchmarks/cell_Y_plan_execute/raw/core15x5_post175_a100_ixqt_east_20260505T0724Z_YS_post175_15x5_exp2_cell_YS_pe_self_ask_mcp_baseline/2026-05-05_Y_llama-3-1-8b-instruct_plan_execute_baseline_iot_01_list_transformer_sensors_run02.json`.
+9. **Cell Z / verified_pe / SGT-014 run05** — low_agent_sequence_correct -> `inter_agent_orchestration` (tool_execution). Tool calls extracted as the literal asset description string 'Power Transformer T-014' — planner emitted wrong arg shape; sequence broke before failure-mode lookup completed cleanly. Source: `benchmarks/cell_Z_hybrid/raw/core15x5_post175_a100_ixqt_west4_20260505T0724Z_ZS_post175_15x5_exp2_cell_ZS_verified_pe_self_ask_mcp_baseline/2026-05-05_Z_llama-3-1-8b-instruct_verified_pe_baseline_fmsr_04_dga_full_diagnostic_chain_run05.json`.
+10. **Cell C / agent_as_tool / SGT-013 run04** — low_agent_sequence_correct -> `inter_agent_orchestration` (tool_selection). get_sensor_correlation(FM-004) called before search_failure_modes; agent later finds FM-001 but doesn't re-correlate against it; sequencing inverted. Source: `benchmarks/cell_C_mcp_optimized/raw/core_rem16x5_post175_a100_cu_20260505T0940Z_C_post175_15x5_aat_mcp_optimized/2026-05-05_C_llama-3-1-8b-instruct_agent_as_tool_optimized_fmsr_03_symptom_to_sensor_correlation_run04.json`.
diff --git a/figures/failure_taxonomy_current_auto_label_counts.svg b/figures/failure_taxonomy_current_auto_label_counts.svg
new file mode 100644
index 0000000000000000000000000000000000000000..49c9238db4efaf75de5772a68ab4feb7238ca1ff
--- /dev/null
+++ b/figures/failure_taxonomy_current_auto_label_counts.svg
@@ -0,0 +1,18 @@
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1080 520">
+<rect width="100%" height="100%" fill="#fbf7ef"/>
+<text x="40" y="46" font-family="Georgia, serif" font-size="30" fill="#1b1b1b">Current paper-grade failure taxonomy</text>
+<text x="40" y="76" font-family="Verdana, sans-serif" font-size="14" fill="#5b5147">1,276 paper-eligible failed judge rows from failure_taxonomy_current.csv</text>
+<text x="40" y="98" font-family="Verdana, sans-serif" font-size="13" fill="#5b5147">Auto label is the highest-priority failed judge dimension; manual audit sample is tracked separately.</text>
+<text x="40" y="153" font-family="Verdana, sans-serif" font-size="16" fill="#26231f">Task completion</text>
+<rect x="390" y="118" width="540" height="56" rx="6" fill="#1f6f78"/>
+<text x="944" y="152" font-family="Verdana, sans-serif" font-size="18" font-weight="700" fill="#26231f">944 (74.0%)</text>
+<text x="40" y="233" font-family="Verdana, sans-serif" font-size="16" fill="#26231f">Data retrieval accuracy</text>
+<rect x="390" y="198" width="104" height="56" rx="6" fill="#c85a3a"/>
+<text x="508" y="232" font-family="Verdana, sans-serif" font-size="18" font-weight="700" fill="#26231f">182 (14.3%)</text>
+<text x="40" y="313" font-family="Verdana, sans-serif" font-size="16" fill="#26231f">Agent sequence correctness</text>
+<rect x="390" y="278" width="44" height="56" rx="6" fill="#6f7d2a"/>
+<text x="448" y="312" font-family="Verdana, sans-serif" font-size="18" font-weight="700" fill="#26231f">78 (6.1%)</text>
+<text x="40" y="393" font-family="Verdana, sans-serif" font-size="16" fill="#26231f">Result verification</text>
+<rect x="390" y="358" width="41" height="56" rx="6" fill="#5b6aa8"/>
+<text x="445" y="392" font-family="Verdana, sans-serif" font-size="18" font-weight="700" fill="#26231f">72 (5.6%)</text>
+</svg>
diff --git a/scenarios/fmsr_07_normal_dga_confirmation.json b/scenarios/fmsr_07_normal_dga_confirmation.json
new file mode 100644
index 0000000000000000000000000000000000000000..1ba18c535102ac5d3e67b3c2887e73742eec8e00
--- /dev/null
+++ b/scenarios/fmsr_07_normal_dga_confirmation.json
@@ -0,0 +1,74 @@
+{
+  "id": "SGT-031",
+  "type": "FMSR",
+  "text": "Transformer T-005 shows stable gas levels during routine monitoring. Confirm whether any fault is indicated and recommend the next monitoring step.",
+  "category": "Fault Diagnosis",
+  "characteristic_form": "A normal/no-fault confirmation with a routine-monitoring recommendation.",
+  "asset_id": "T-005",
+  "expected_tools": [
+    "fmsr.get_dga_record",
+    "fmsr.analyze_dga"
+  ],
+  "domain_tags": [
+    "FMSR"
+  ],
+  "difficulty": "medium",
+  "ground_truth": {
+    "ideal_tool_sequence": [
+      "fmsr.get_dga_record",
+      "fmsr.analyze_dga"
+    ],
+    "decisive_intermediate_values": {
+      "iec_code": "N",
+      "final_sample_gases_ppm": {
+        "H2": 12.31,
+        "CH4": 8.03,
+        "C2H2": 0.17,
+        "C2H4": 2.07,
+        "C2H6": 0.71
+      },
+      "condition": "normal/background gas profile"
+    },
+    "final_value": {
+      "primary_fault": "Normal/no active fault",
+      "recommended_action": "Continue routine monitoring; no immediate inspection beyond the scheduled interval"
+    },
+    "acceptance_criteria": [
+      "agent identifies no active fault or an N/normal DGA profile",
+      "agent recommends continued routine monitoring or equivalent non-urgent follow-up",
+      "agent uses the background gas profile to justify the non-fault diagnosis"
+    ],
+    "must_include": [
+      "normal/no active fault",
+      "recommended monitoring action",
+      "background gas rationale"
+    ]
+  },
+  "provenance": {
+    "source_type": "generated",
+    "generator_prompt_version": "v0.1",
+    "knowledge_plugin_version": "0eacec24441e",
+    "generation_model": "watsonx/meta-llama/llama-3-3-70b-instruct",
+    "generation_date": "2026-05-03T03:25:40.482330+00:00",
+    "batch_id": "first_review_20260502",
+    "manual_cleanup": true,
+    "cleanup_notes": "Corrected generated ground truth from contradictory T3 diagnosis to N/normal based on the committed stable_normal prompt template and final-sample R1=0.056.",
+    "promotion": {
+      "promoted_from": "data/scenarios/generated/first_review_20260502/SGT-GEN-001.json",
+      "disposition_csv": "data/scenarios/generated/disposition_2026-05-06.csv",
+      "applied_edits": [
+        "Replaced fabricated decisive_intermediate_values.final_sample_gases_ppm with the actual T-005 DGA values from data/processed/dga_records.csv (h2=12.31, ch4=8.03, c2h2=0.17, c2h4=2.07, c2h6=0.71).",
+        "Dropped the fabricated R1/R2/R3 ratios — agent should derive these from analyze_dga rather than be scored against pre-computed values that may drift if the synthesis is re-run.",
+        "Updated nearest_handcrafted_comparator from fmsr_01_dga_fault_mode_diagnosis (SGT-003) to fmsr_05_dga_record_lookup_explain (SGT-023) per reviewer-selected comparator in disposition CSV."
+      ]
+    }
+  },
+  "family": "FMSR_DGA_DIAGNOSIS",
+  "nearest_handcrafted_comparator": {
+    "scenario_id": "SGT-023",
+    "scenario_file": "data/scenarios/fmsr_05_dga_record_lookup_explain.json",
+    "similarity_basis": "shares type='FMSR' and overlaps on fmsr.get_dga_record; both interpret a stored DGA record. This generated scenario is novel in asking for an explicit non-fault confirmation rather than mapping gases to a failure mode.",
+    "novelty_note": "promoted as accept_with_edits: distinct angle (Normal-confirmation) from fmsr_05's dominant-gas-to-failure-mode pattern.",
+    "nearest_match_weak": false
+  }
+}
diff --git a/scenarios/iot_07_oil_temp_safe_range_check.json b/scenarios/iot_07_oil_temp_safe_range_check.json
new file mode 100644
index 0000000000000000000000000000000000000000..14f8c6e1555e339fe0798020928e15817aa5af74
--- /dev/null
+++ b/scenarios/iot_07_oil_temp_safe_range_check.json
@@ -0,0 +1,60 @@
+{
+  "id": "SGT-032",
+  "type": "IoT",
+  "text": "Transformer T-005 is operating at 98% capacity with no spare available. Retrieve the recent oil-temperature readings, report the recent baseline (mean) and peak value with timestamp, and state whether the peak is elevated relative to the baseline.",
+  "category": "Sensor Analysis",
+  "characteristic_form": "The answer should retrieve oil_temp_c readings for T-005 from iot.get_sensor_readings, compute or reference a recent baseline (mean), report the peak value and its timestamp, and assess whether the peak is elevated relative to baseline — all from actual tool output rather than a pre-stated absolute threshold.",
+  "asset_id": "T-005",
+  "expected_tools": [
+    "iot.list_sensors",
+    "iot.get_sensor_readings"
+  ],
+  "domain_tags": [
+    "IoT"
+  ],
+  "difficulty": "easy",
+  "ground_truth": {
+    "ideal_tool_sequence": [
+      "iot.list_sensors",
+      "iot.get_sensor_readings"
+    ],
+    "decisive_intermediate_values": {
+      "sensor_id": "oil_temp_c"
+    },
+    "must_include": [
+      "oil_temp_c readings",
+      "baseline or mean reference",
+      "peak value and timestamp",
+      "elevated vs normal assessment"
+    ]
+  },
+  "provenance": {
+    "source_type": "generated",
+    "generator_prompt_version": "v0.1",
+    "knowledge_plugin_version": "0eacec24441e",
+    "generation_model": "watsonx/meta-llama/llama-3-3-70b-instruct",
+    "generation_date": "2026-05-03T03:26:11.457400+00:00",
+    "batch_id": "first_review_20260502",
+    "manual_cleanup": false,
+    "promotion": {
+      "promoted_from": "data/scenarios/generated/first_review_20260502/SGT-GEN-004.json",
+      "disposition_csv": "data/scenarios/generated/disposition_2026-05-06.csv",
+      "applied_edits": [
+        "Added iot.list_sensors as the discovery step before iot.get_sensor_readings — both in expected_tools and in ground_truth.ideal_tool_sequence.",
+        "Dropped fabricated decisive_intermediate_values.oil_temp_c='70' (T-005 oil_temp_c never reaches 70 in data/processed/sensor_readings.csv: min=22.6, max=65.5, mean=45.0).",
+        "Dropped fabricated final_value.sensor_value_with_unit='70 deg C' and final_value.status_summary='normal operation'.",
+        "PR #195 v2 (review High 2): reframed the task from an absolute 'safe range' check to a data-grounded baseline/peak assessment. The original 'is the latest reading within a safe range?' question had no documented oil-temperature threshold available through the intended tool path (`iot.list_sensors` + `iot.get_sensor_readings` return only timestamp/value/unit; no oil-temp limit is documented in `docs/knowledge/scenario_generation_support.json` or `data/knowledge/transformer_standards.json`). The reframed task asks for the recent baseline + peak + timestamp + elevated-vs-normal assessment — all computable from the tool output. Mirrors `iot_04_load_current_overload_check.json` (the reviewer-selected comparator).",
+        "Dropped final_value and acceptance_criteria fields whose content is now subsumed by the data-grounded must_include list.",
+        "Updated nearest_handcrafted_comparator from iot_01_list_transformer_sensors (SGT-001) to iot_04_load_current_overload_check (SGT-012) per reviewer-selected comparator."
+      ]
+    }
+  },
+  "family": "IOT_SENSOR_ANALYSIS",
+  "nearest_handcrafted_comparator": {
+    "scenario_id": "SGT-012",
+    "scenario_file": "data/scenarios/iot_04_load_current_overload_check.json",
+    "similarity_basis": "both ask for a baseline + peak assessment over recent sensor readings on a single transformer sensor.",
+    "novelty_note": "different sensor (oil_temp_c vs load_current_a) and different operational framing (capacity-stress oil-temp baseline check vs week-long load-current overload assessment).",
+    "nearest_match_weak": false
+  }
+}
diff --git a/scenarios/iot_08_winding_temp_safe_limit_check.json b/scenarios/iot_08_winding_temp_safe_limit_check.json
new file mode 100644
index 0000000000000000000000000000000000000000..cf12384c3334e4dc82f155901d4e39d02895d7f2
--- /dev/null
+++ b/scenarios/iot_08_winding_temp_safe_limit_check.json
@@ -0,0 +1,62 @@
+{
+  "id": "SGT-033",
+  "type": "IoT",
+  "text": "Transformer T-005 is operating near peak load. Retrieve the recent winding-temperature readings, identify the peak value with timestamp, and determine whether it exceeds the documented 95°C operating limit (per docs/knowledge/scenario_generation_support.json).",
+  "category": "Sensor Analysis",
+  "characteristic_form": "The answer should retrieve winding_temp_top_c readings for T-005 from iot.get_sensor_readings, report the peak value with its timestamp, compare against the 95°C operating limit named in the prompt, and state whether the limit was breached.",
+  "asset_id": "T-005",
+  "expected_tools": [
+    "iot.list_sensors",
+    "iot.get_sensor_readings"
+  ],
+  "domain_tags": [
+    "IoT"
+  ],
+  "difficulty": "easy",
+  "ground_truth": {
+    "ideal_tool_sequence": [
+      "iot.list_sensors",
+      "iot.get_sensor_readings"
+    ],
+    "decisive_intermediate_values": {
+      "sensor_id": "winding_temp_top_c",
+      "operating_limit_c": 95,
+      "operating_limit_source": "docs/knowledge/scenario_generation_support.json -> alarm_correlation_examples (winding_temp_sensor)"
+    },
+    "must_include": [
+      "winding_temp_top_c peak value and timestamp",
+      "comparison against 95°C operating limit",
+      "limit-breach status"
+    ]
+  },
+  "provenance": {
+    "source_type": "generated",
+    "generator_prompt_version": "v0.1",
+    "knowledge_plugin_version": "0eacec24441e",
+    "generation_model": "watsonx/meta-llama/llama-3-3-70b-instruct",
+    "generation_date": "2026-05-04T03:54:47.760089+00:00",
+    "batch_id": "first_review_20260503",
+    "manual_cleanup": false,
+    "promotion": {
+      "promoted_from": "data/scenarios/generated/first_review_20260503/SGT-GEN-004.json",
+      "disposition_csv": "data/scenarios/generated/disposition_2026-05-06.csv",
+      "applied_edits": [
+        "Added iot.list_sensors as the discovery step before iot.get_sensor_readings — both in expected_tools and in ground_truth.ideal_tool_sequence.",
+        "Dropped fabricated decisive_intermediate_values.winding_temp_top_c='80' (this was the fixture max, not a typical reading; T-005 winding_temp_top_c: min=21.2, max=80.0, mean=50.4 in data/processed/sensor_readings.csv).",
+        "Pinned sensor_id='winding_temp_top_c'.",
+        "PR #195 v2 (review High 2): the original 'within safe limits' phrasing did not name the limit. Updated the prompt + ground truth to cite the documented 95°C operating limit from `docs/knowledge/scenario_generation_support.json` (alarm_correlation_examples > winding_temp_sensor > iot_signal.threshold_note: 'exceeds 95°C operating limit'). The agent now has an explicit number to compare the reading against, and the rubric can verify the comparison without inventing a threshold.",
+        "Recorded operating_limit_c=95 and operating_limit_source in decisive_intermediate_values so the rubric can audit the threshold-source pairing.",
+        "Dropped final_value and acceptance_criteria fields whose content is now subsumed by the data-grounded must_include list.",
+        "Updated nearest_handcrafted_comparator from iot_01_list_transformer_sensors (SGT-001) to iot_04_load_current_overload_check (SGT-012) per reviewer-selected comparator."
+      ]
+    }
+  },
+  "family": "IOT_SENSOR_ANALYSIS",
+  "nearest_handcrafted_comparator": {
+    "scenario_id": "SGT-012",
+    "scenario_file": "data/scenarios/iot_04_load_current_overload_check.json",
+    "similarity_basis": "both ask for a peak-value assessment over recent sensor readings on a single transformer sensor with a stated reference (baseline for iot_04, 95°C operating limit here).",
+    "novelty_note": "different sensor (winding_temp_top_c vs load_current_a) on the same asset, with an explicit standards-derived threshold rather than a baseline-relative judgment.",
+    "nearest_match_weak": false
+  }
+}
diff --git a/scenarios/iot_09_pinned_oil_temp_check.json b/scenarios/iot_09_pinned_oil_temp_check.json
new file mode 100644
index 0000000000000000000000000000000000000000..13e8995ef6331781eacd7a23357f9a78d9a3836b
--- /dev/null
+++ b/scenarios/iot_09_pinned_oil_temp_check.json
@@ -0,0 +1,59 @@
+{
+  "id": "SGT-035",
+  "type": "IoT",
+  "text": "Transformer T-004 is operating near peak capacity. Retrieve the recent oil-temperature readings and assess the current operating range — report the minimum, mean, and maximum oil_temp_c observed in the recent window with timestamps for the extremes, and characterize the operating profile.",
+  "category": "Sensor Analysis",
+  "characteristic_form": "The answer should retrieve oil_temp_c readings for T-004 from iot.get_sensor_readings and report the min/mean/max with timestamps for the extremes, characterizing the recent operating range — all from actual tool output rather than a pre-stated absolute threshold.",
+  "asset_id": "T-004",
+  "expected_tools": [
+    "iot.list_sensors",
+    "iot.get_sensor_readings"
+  ],
+  "domain_tags": [
+    "IoT"
+  ],
+  "difficulty": "easy",
+  "ground_truth": {
+    "ideal_tool_sequence": [
+      "iot.list_sensors",
+      "iot.get_sensor_readings"
+    ],
+    "decisive_intermediate_values": {
+      "sensor_id": "oil_temp_c"
+    },
+    "must_include": [
+      "oil_temp_c min, mean, and max values with units",
+      "timestamps for the min and max readings",
+      "operating-range characterization"
+    ]
+  },
+  "provenance": {
+    "source_type": "generated",
+    "generator_prompt_version": "v0.2",
+    "knowledge_plugin_version": "0eacec24441e",
+    "generation_model": "watsonx/meta-llama/llama-3-3-70b-instruct",
+    "generation_date": "2026-05-05T04:45:06.796101+00:00",
+    "batch_id": "v02_first_review_20260505",
+    "manual_cleanup": false,
+    "promotion": {
+      "promoted_from": "data/scenarios/generated/v02_first_review_20260505/SGT-GEN-004.json",
+      "disposition_csv": "data/scenarios/generated/disposition_2026-05-06.csv",
+      "applied_edits": [
+        "Added iot.list_sensors as the discovery step before iot.get_sensor_readings — both in expected_tools and in ground_truth.ideal_tool_sequence (the v0.2 prompt fix pinned sensor_id but did not add the discovery step).",
+        "Dropped fabricated final_value.sensor_value_with_unit='70 deg C' and final_value.status_summary='normal operation' (T-004 oil_temp_c never reaches 70 in data/processed/sensor_readings.csv: min=13.9, max=69.8, mean=45.1).",
+        "Kept v0.2's decisive_intermediate_values.sensor_id='oil_temp_c' pin.",
+        "PR #195 v2 (review High 2): reframed from an absolute 'within normal range' check to an operating-range characterization. There is no documented oil-temperature limit available through the intended tool path (`iot.list_sensors` + `iot.get_sensor_readings` return only timestamp/value/unit). The reframed task asks for min/mean/max with timestamps — all computable from tool output. Differentiated from `iot_07_oil_temp_safe_range_check.json` (which focuses on baseline + peak elevation) by asking for the full operating range on a different asset (T-004 vs T-005).",
+        "Dropped final_value and acceptance_criteria fields whose content is now subsumed by the data-grounded must_include list.",
+        "Updated nearest_handcrafted_comparator from iot_01_list_transformer_sensors (SGT-001) to iot_04_load_current_overload_check (SGT-012) per reviewer-selected comparator."
+      ]
+    }
+  },
+  "family": "IOT_SENSOR_ANALYSIS",
+  "nearest_handcrafted_comparator": {
+    "scenario_id": "SGT-012",
+    "scenario_file": "data/scenarios/iot_04_load_current_overload_check.json",
+    "similarity_basis": "both ask for an operating-profile assessment over recent sensor readings on a single transformer sensor.",
+    "novelty_note": "different asset (T-004 vs T-005), different sensor (oil_temp_c vs load_current_a), and a min/mean/max range characterization rather than a peak-vs-baseline elevation check.",
+    "nearest_match_weak": false
+  }
+}
diff --git a/scenarios/wo_07_thermal_threshold_corrective_order.json b/scenarios/wo_07_thermal_threshold_corrective_order.json
new file mode 100644
index 0000000000000000000000000000000000000000..7136414bbc7bc85fe0dd73bbad62742adad98d33
--- /dev/null
+++ b/scenarios/wo_07_thermal_threshold_corrective_order.json
@@ -0,0 +1,70 @@
+{
+  "id": "SGT-034",
+  "type": "WO",
+  "text": "T-003 substation main transformer temperature has exceeded threshold (severity: high) with spare procurement pending. Decide on maintenance and create a corrective work order, using historical fault context for the downtime estimate.",
+  "category": "Work Order Creation",
+  "characteristic_form": "A decision on work order creation with a derived priority and minimum playbook fields, using fault history to estimate downtime under a high-severity precondition.",
+  "asset_id": "T-003",
+  "expected_tools": [
+    "wo.list_fault_records",
+    "wo.estimate_downtime",
+    "wo.create_work_order"
+  ],
+  "domain_tags": [
+    "WO"
+  ],
+  "difficulty": "medium",
+  "ground_truth": {
+    "ideal_tool_sequence": [
+      "wo.list_fault_records",
+      "wo.estimate_downtime",
+      "wo.create_work_order"
+    ],
+    "decisive_intermediate_values": {
+      "fault_type": "thermal",
+      "spare_status": "on_order",
+      "severity": "high"
+    },
+    "final_value": {
+      "work_order_type": "corrective",
+      "priority": "high",
+      "minimum_fields_from_playbook": true
+    },
+    "acceptance_criteria": [
+      "agent looks up T-003's historical fault records before estimating downtime",
+      "agent passes the prompt-stated severity ('high') into wo.estimate_downtime rather than guessing",
+      "agent creates a corrective work order at high priority with the minimum playbook fields"
+    ],
+    "must_include": [
+      "work_order_type",
+      "priority",
+      "minimum_fields_from_playbook"
+    ]
+  },
+  "provenance": {
+    "source_type": "generated",
+    "generator_prompt_version": "v0.2",
+    "knowledge_plugin_version": "0eacec24441e",
+    "generation_model": "watsonx/meta-llama/llama-3-3-70b-instruct",
+    "generation_date": "2026-05-05T04:44:58.104378+00:00",
+    "batch_id": "v02_first_review_20260505",
+    "manual_cleanup": false,
+    "promotion": {
+      "promoted_from": "data/scenarios/generated/v02_first_review_20260505/SGT-GEN-003.json",
+      "disposition_csv": "data/scenarios/generated/disposition_2026-05-06.csv",
+      "applied_edits": [
+        "Pinned severity='high' explicitly in the prompt text and in decisive_intermediate_values. The v0.2 prompt fix added wo.list_fault_records before wo.estimate_downtime, but list_fault_records does not surface a severity field (data/processed/fault_records.csv schema has no severity/priority column — verified against mcp_servers/wo_server/server.py:94-128). Without an explicit severity in the prompt, estimate_downtime would have no source for its required severity argument.",
+        "Reordered ideal_tool_sequence so wo.list_fault_records is first (the v0.2 fix); kept it explicit in expected_tools.",
+        "Updated nearest_handcrafted_comparator from wo_04_fault_record_downtime_update (SGT-018) to wo_02_corrective_order_after_fault (SGT-008) per reviewer-selected comparator."
+      ]
+    }
+  },
+  "family": "WO_CREATION",
+  "nearest_handcrafted_comparator": {
+    "scenario_id": "SGT-008",
+    "scenario_file": "data/scenarios/wo_02_corrective_order_after_fault.json",
+    "similarity_basis": "both create a corrective work order downstream of a thermal incident on T-003.",
+    "novelty_note": "novel operational context: spare procurement pending (which constrains the downtime estimate) and a temperature-threshold trigger; v0.2 prompt fix introduced the list_fault_records precondition.",
+    "nearest_match_weak": false
+  }
+}