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
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,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_wo_04_fault_record_downtime_update_run03.json,,Improve input validation and error handling for tool calls,2026-05-03T15:27:05.352941+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,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_wo_04_fault_record_downtime_update_run04.json,,Improve input validation and error handling for tool calls,2026-05-03T15:27:06.480172+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,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_wo_04_fault_record_downtime_update_run05.json,,Improve input validation and error handling for tool calls,2026-05-03T15:27:07.508274+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_ZS_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_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 and verification processes,2026-05-03T13:04:32.945097+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,clarity_and_justification",4,auto_only,,,,,,0.1667,False,0.6,True,False,False,False,False,True,mitigation_final6_4tier_a100_20260503T121709Z_ZS_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_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 and verify results through additional checks,2026-05-03T13:04:34.133290+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_ZS_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_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 and verification steps,2026-05-03T13:04:36.007851+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_ZS_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/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 sequence execution.,2026-05-03T13:04:18.119675+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_ZS_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/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.,2026-05-03T13:04:21.891168+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_ZS_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/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.,2026-05-03T13:04:22.988368+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_ZS_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/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 sequence execution.,2026-05-03T13:04:24.327322+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_ZS_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_verified_pe_self_ask/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.,2026-05-03T13:04:25.496487+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_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_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 data retrieval for correct transformer ID and fault details; validate work order creation and update processes.,2026-05-03T13:04:47.276307+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_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_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 handling for tool calls, ensure correct data retrieval for the specified asset, and verify work order creation and updates.",2026-05-03T13:04:48.428880+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_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_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 in queries",2026-05-03T13:04:49.683378+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_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_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 data retrieval for correct transformer ID and fault details; validate work order creation and status update processes.,2026-05-03T13:04:50.855223+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_BASELINE_final6_mitigation_baseline_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_BASELINE_final6_mitigation_baseline_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, ensure correct transformer ID is used in all steps",2026-05-03T13:04:52.118675+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,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_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.",2026-05-03T13:52:12.329350+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,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