| --- |
| license: cc-by-4.0 |
| pretty_name: SmartGridBench Review Artifact |
| language: |
| - en |
| tags: |
| - smart-grid |
| - benchmark |
| - tool-use |
| - model-context-protocol |
| - llm-evaluation |
| configs: |
| - config_name: evidence_registry |
| 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 |
| path: data/failure_evidence_table.csv |
| - config_name: gcp_post175_70b_summary |
| data_files: |
| - split: train |
| path: data/gcp_post175_70b_summary.csv |
| - config_name: gcp_post175_core31_summary |
| data_files: |
| - split: train |
| path: data/gcp_post175_core31_summary.csv |
| - config_name: gcp_post175_final_summary |
| data_files: |
| - split: train |
| path: data/gcp_post175_final_summary.csv |
| - config_name: gcp_post175_mitigation_4tier_summary |
| data_files: |
| - split: train |
| path: data/gcp_post175_mitigation_4tier_summary.csv |
| - config_name: manual_judge_audit |
| data_files: |
| - split: train |
| path: data/manual_judge_audit.csv |
| - config_name: mitigation_before_after |
| data_files: |
| - split: train |
| path: data/mitigation_before_after.csv |
| - config_name: mitigation_run_inventory |
| data_files: |
| - split: train |
| path: data/mitigation_run_inventory.csv |
| - config_name: paper_grade_scenario_scores |
| 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 |
| path: data/scenario_catalog.csv |
| --- |
| # SmartGridBench Review Artifact |
|
|
| 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 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 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. |
| - `VALIDATION.md`: local package validation and leak-check notes. |
| - `MANIFEST.csv`: file-level SHA-256 manifest for this artifact package. |
| - `code/`: anonymized executable source snapshot with runners, MCP servers, configs, tests, and public-safe data fixtures. |
|
|
| ## Code Package |
|
|
| An anonymized executable code package is included at `code/`. Reviewers can browse it at: |
|
|
| `https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/tree/main/code` |
|
|
| The code package includes its own `README.md`, `LICENSE.md`, and `CODE_PACKAGE_VALIDATION.md`. Code is MIT-licensed; the surrounding data/artifact package remains CC BY 4.0. Full benchmark execution requires model credentials and, for Plan-Execute paths, a reviewer-local AssetOpsBench checkout supplied via `AOB_PATH`. |
|
|
| ## Croissant Metadata |
|
|
| This package includes an anonymous Croissant JSON-LD metadata file at: |
|
|
| `https://huggingface.co/datasets/garn-garn/smartgridbench-review-artifact/resolve/main/croissant.json` |
|
|
| The Croissant metadata is a machine-readable description of the reviewer artifact. It is not a replacement for the Data Card, provenance notes, or paper limitations. |
|
|
| ## License |
|
|
| Dataset documentation, scenario definitions, and derived evidence tables in this reviewer artifact are released under CC BY 4.0. Code in the associated benchmark repository is licensed separately under MIT. |
|
|
| ## Version |
|
|
| - Package version: `neurips2026-review-v1` |
| - 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` |
|
|
