{"qid": "0", "question": "List the three departments with the highest percent support for Marine Le Pen during the first round of the French presidential election.", "gold_answers": ["Mayotte", "Aisne", "Pas-de-Calais"], "configs_order": ["closed-book", "with-docs", "with-structures", "structure per q", "structure per ds", "DCI", "e2e v0", "e2e v2", "e2e v3"], "configs": {"closed-book": {"answer": "Explanation: Assuming this refers to the 2022 French presidential election’s first-round departmental results, Marine Le Pen’s top three departments by vote share were Mayotte, Pas-de-Calais, and Aisne.\nExact Answer: Mayotte; Pas-de-Calais; Aisne\nConfidence: 38%", "pred_items": ["Mayotte", "Pas-de-Calais", "Aisne"], "metrics": {"judge_score": 1.0, "correct": 1, "precision": 1.0, "recall": 1.0, "extracted_final_answer": null}, "model": "prod-gpt-54-reasoning", "mode": "closed-book", "system_prompt_file": "prompts/answer_list_aware_long_monaco_semicolon.md", "max_completion_tokens": 8192, "latency_ms": 105598.12, "judged_missing": false, "finish_reason": "stop", "usage": {"prompt_tokens": 433, "completion_tokens": 7008, "reasoning_tokens": 6935, "total_tokens": 7441}}, "with-docs": {"answer": "Explanation: Comparing Marine Le Pen’s first-round percentages by department, the top three are Mayotte (42.68%), Aisne (39.25%), and Pas-de-Calais (38.68%).\nExact Answer: Mayotte; Aisne; Pas-de-Calais\nConfidence: 98%", "pred_items": ["Mayotte", "Aisne", "Pas-de-Calais"], "metrics": {"judge_score": 1.0, "correct": 1, "precision": 1.0, "recall": 1.0, "extracted_final_answer": null}, "model": "prod-gpt-54-reasoning", "mode": "with-docs", "system_prompt_file": "prompts/answer_list_aware_long_monaco_semicolon.md", "max_completion_tokens": 8192, "latency_ms": 14690.91, "judged_missing": false, "finish_reason": "stop", "usage": {"prompt_tokens": 263589, "completion_tokens": 860, "reasoning_tokens": 781, "total_tokens": 264449}}, "with-structures": {"answer": "Explanation: The top three Le Pen first-round department results were Mayotte (42.68%), Aisne (39.25%), and Pas-de-Calais (38.68%).\nExact Answer: Mayotte; Aisne; Pas-de-Calais\nConfidence: 95%", "pred_items": ["Mayotte", "Aisne", "Pas-de-Calais"], "metrics": {"judge_score": 1.0, "correct": 1, "precision": 1.0, "recall": 1.0, "extracted_final_answer": null}, "model": "prod-gpt-54-reasoning", "mode": "with-docs", "system_prompt_file": "prompts/answer_list_aware_long_monaco_semicolon.md", "max_completion_tokens": 8192, "latency_ms": 8506.86, "judged_missing": false, "finish_reason": "stop", "usage": {"prompt_tokens": 2963, "completion_tokens": 580, "reasoning_tokens": 512, "total_tokens": 3543}}, "structure per q": {"answer": "Explanation: Grounded in the location raw structure file on voting extremes, with department scope checked in the crosswalk.\nExact Answer: Mayotte (42.68%); Aisne (39.25%); Pas-de-Calais (38.68%)\nConfidence: 95%", "pred_items": ["Mayotte (42.68%)", "Aisne (39.25%)", "Pas-de-Calais (38.68%)"], "metrics": {"judge_score": 1.0, "correct": 1, "precision": 1.0, "recall": 1.0, "extracted_final_answer": null}, "model": "prod-gpt-54-reasoning", "mode": "agentic", "system_prompt_file": "aml_qa_jobs/agentic_answer/system_prompt.md", "max_completion_tokens": 8192, "latency_ms": 295991.48, "judged_missing": false, "stop_reason": "end_turn", "n_turns": 8, "max_turns": 50, "tool_call_counts": {"bash": 3, "read_file": 5}, "tokens": {"prompt_tokens": 24744, "completion_tokens": 1300, "total_tokens": 26044, "reasoning_tokens": 890}, "finish_reasons": ["tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "stop"], "timeout_retries": 0}, "structure per ds": {"answer": "Explanation: Grounded in `2022_french_presidential_first_round_voting_extremes_by_department.md`.\nExact Answer: Mayotte (42.68%); Aisne (39.25%); Pas-de-Calais (38.68%)\nConfidence: 90%", "pred_items": ["Mayotte (42.68%)", "Aisne (39.25%)", "Pas-de-Calais (38.68%)"], "metrics": {"judge_score": 1.0, "correct": 1, "precision": 1.0, "recall": 1.0, "extracted_final_answer": null}, "model": "prod-gpt-54-reasoning", "mode": "agentic", "system_prompt_file": "aml_qa_jobs/agentic_answer/system_prompt_corpus.md", "max_completion_tokens": 8192, "latency_ms": 204805.53, "judged_missing": false, "stop_reason": "end_turn", "n_turns": 4, "max_turns": 50, "tool_call_counts": {"bash": 2, "read_file": 1}, "tokens": {"prompt_tokens": 16806, "completion_tokens": 808, "total_tokens": 17614, "reasoning_tokens": 501}, "finish_reasons": ["tool_calls", "tool_calls", "tool_calls", "stop"], "timeout_retries": 0}, "DCI": {"answer": "Explanation: In doc_004930.txt, the department table lists Marine Le Pen’s first-round percentages; the top three are Mayotte (42.68%), Aisne (39.25%), and Pas-de-Calais (38.68%).\nExact Answer: Mayotte; Aisne; Pas-de-Calais\nConfidence: 90%", "pred_items": ["Mayotte", "Aisne", "Pas-de-Calais"], "metrics": {"judge_score": 1.0, "correct": 1, "precision": 1.0, "recall": 1.0, "extracted_final_answer": null}, "model": "prod-gpt-54-reasoning", "mode": "agentic", "system_prompt_file": "aml_qa_jobs/agentic_answer/system_prompt_rawtext_v2_monaco.md", "max_completion_tokens": 8192, "latency_ms": 1088296.55, "judged_missing": false, "stop_reason": "end_turn", "n_turns": 13, "max_turns": 50, "tool_call_counts": {"bash": 11, "python": 1}, "tokens": {"prompt_tokens": 236600, "completion_tokens": 5964, "total_tokens": 242564, "reasoning_tokens": 4903}, "finish_reasons": ["tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "stop"], "timeout_retries": 0}, "e2e v0": {"answer": "Explanation: I sorted the 2012 French presidential first-round department table by `le_pen_pct_float`.\nExact Answer: Vaucluse; Aisne; Meuse\nConfidence: 85%", "pred_items": ["Vaucluse", "Aisne", "Meuse"], "metrics": {"judge_score": 0.3333, "correct": 0, "precision": 0.3333, "recall": 0.3333, "extracted_final_answer": null}, "model": "prod-gpt-54-reasoning", "mode": "agentic", "system_prompt_file": "aml_qa_jobs/agentic_answer/system_prompt_e2e.md", "max_completion_tokens": 8192, "latency_ms": 1212291.39, "judged_missing": false, "stop_reason": "end_turn", "n_turns": 12, "max_turns": 50, "tool_call_counts": {"bash": 16}, "tokens": {"prompt_tokens": 138986, "completion_tokens": 5028, "total_tokens": 144014, "reasoning_tokens": 2889}, "finish_reasons": ["tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "stop"], "timeout_retries": 0}, "e2e v2": {"answer": "Explanation: I ranked `le_pen_pct` in the 2012 first-round department table.  \nExact Answer: Vaucluse; Aisne; Meuse\nConfidence: 82%", "pred_items": ["Vaucluse", "Aisne", "Meuse"], "metrics": {"judge_score": 0.3333, "correct": 0, "precision": 0.3333, "recall": 0.3333, "extracted_final_answer": null}, "model": "prod-gpt-54-reasoning", "mode": "agentic", "system_prompt_file": "aml_qa_jobs/agentic_answer/system_prompt_e2e.md", "max_completion_tokens": 8192, "latency_ms": 2630288.84, "judged_missing": false, "stop_reason": "end_turn", "n_turns": 24, "max_turns": 50, "tool_call_counts": {"bash": 17, "read_file": 9, "python": 2}, "tokens": {"prompt_tokens": 937026, "completion_tokens": 16440, "total_tokens": 953466, "reasoning_tokens": 13292}, "finish_reasons": ["tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "stop"], "timeout_retries": 0}, "e2e v3": {"answer": "Explanation: I sorted `2012_french_presidential_first_round_department_results.csv` by `marine_le_pen_pct`.\nExact Answer: Vaucluse; Aisne; Meuse\nConfidence: 95%", "pred_items": ["Vaucluse", "Aisne", "Meuse"], "metrics": {"judge_score": 0.3333, "correct": 0, "precision": 0.3333, "recall": 0.3333, "extracted_final_answer": null}, "model": "prod-gpt-54-reasoning", "mode": "agentic", "system_prompt_file": "aml_qa_jobs/agentic_answer/system_prompt_e2e.md", "max_completion_tokens": 8192, "latency_ms": 894987.73, "judged_missing": false, "stop_reason": "end_turn", "n_turns": 8, "max_turns": 50, "tool_call_counts": {"bash": 7, "python": 1}, "tokens": {"prompt_tokens": 82002, "completion_tokens": 2630, "total_tokens": 84632, "reasoning_tokens": 1446}, "finish_reasons": ["tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "stop"], "timeout_retries": 0}}}