compare/records/12.json

{"qid": "12", "question": "Which Latin American country has had the highest increase in life expectancy since 2000?", "gold_answers": ["Haiti"], "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: Comparing widely used life-expectancy data series for Latin American countries from 2000 to the most recent pre-/post-pandemic estimates, Bolivia generally shows the largest absolute gain in years of life expectancy. Dataset choice can shift rankings slightly, but Bolivia is the most likely top country.\nExact Answer: Bolivia\nConfidence: 63%", "pred_items": ["Bolivia"], "metrics": {"judge_score": 0.0, "correct": 0, "precision": 0.0, "recall": 0.0, "extracted_final_answer": "Bolivia"}, "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": 41426.77, "judged_missing": false, "finish_reason": "stop", "usage": {"prompt_tokens": 427, "completion_tokens": 2186, "reasoning_tokens": 2107, "total_tokens": 2613}}, "with-docs": {"answer": "Explanation: In the WHO life expectancy table, the “Δ 2000” column shows the increase since 2000. Among Latin American countries listed, Haiti has the highest increase at 7.1 years.\nExact Answer: Haiti\nConfidence: 95%", "pred_items": ["Haiti"], "metrics": {"judge_score": 1.0, "correct": 1, "precision": 1.0, "recall": 0.0, "extracted_final_answer": "Haiti"}, "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": 6994.87, "judged_missing": false, "finish_reason": "stop", "usage": {"prompt_tokens": 69807, "completion_tokens": 419, "reasoning_tokens": 356, "total_tokens": 70226}}, "with-structures": {"answer": "", "pred_items": [], "metrics": {"judge_score": 0.0, "correct": 0, "precision": 0.0, "recall": 0.0, "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": 106677.0, "judged_missing": true, "finish_reason": "length", "usage": {"prompt_tokens": 7264, "completion_tokens": 8192, "reasoning_tokens": 8192, "total_tokens": 15456}}, "structure per q": {"answer": "Explanation: The structures’ Use_rules and life-expectancy concordance point trend questions to World Bank life-expectancy data.\nExact Answer: Nicaragua\nConfidence: 85%", "pred_items": ["Nicaragua"], "metrics": {"judge_score": 0.0, "correct": 0, "precision": 0.0, "recall": 0.0, "extracted_final_answer": "Nicaragua"}, "model": "prod-gpt-54-reasoning", "mode": "agentic", "system_prompt_file": "aml_qa_jobs/agentic_answer/system_prompt.md", "max_completion_tokens": 8192, "latency_ms": 418661.96, "judged_missing": false, "stop_reason": "end_turn", "n_turns": 13, "max_turns": 50, "tool_call_counts": {"bash": 9, "read_file": 1, "python": 3}, "tokens": {"prompt_tokens": 162066, "completion_tokens": 8559, "total_tokens": 170625, "reasoning_tokens": 6702}, "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}, "structure per ds": {"answer": "Explanation: The Latin America demographic files identify the country set and prefer World Bank trend data for life-expectancy comparisons.\nExact Answer: Nicaragua\nConfidence: 90%", "pred_items": ["Nicaragua"], "metrics": {"judge_score": 0.0, "correct": 0, "precision": 0.0, "recall": 0.0, "extracted_final_answer": "Nicaragua"}, "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": 589797.19, "judged_missing": false, "stop_reason": "end_turn", "n_turns": 31, "max_turns": 50, "tool_call_counts": {"bash": 21, "read_file": 7, "python": 4}, "tokens": {"prompt_tokens": 368167, "completion_tokens": 14357, "total_tokens": 382524, "reasoning_tokens": 11303}, "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", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "tool_calls", "stop"], "timeout_retries": 0}, "DCI": {"answer": "Explanation: doc_002437.txt lists WHO 2019 “Life expectancy at birth, Δ 2000”; Haiti has the largest increase among Latin American entries at 7.1 years.\nExact Answer: Haiti\nConfidence: 85%", "pred_items": ["Haiti"], "metrics": {"judge_score": 1.0, "correct": 1, "precision": 1.0, "recall": 0.0, "extracted_final_answer": "Haiti"}, "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": 1090657.7, "judged_missing": false, "stop_reason": "end_turn", "n_turns": 13, "max_turns": 50, "tool_call_counts": {"bash": 14}, "tokens": {"prompt_tokens": 125263, "completion_tokens": 4071, "total_tokens": 129334, "reasoning_tokens": 2935}, "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 found Latin American country lists in `latin_america_subregions_and_countries.csv` and life-expectancy-at-birth change fields in `who_2019_country_life_expectancy.csv`, but the extracted WHO table is truncated and has no Latin American rows.\nExact Answer: Ecuador\nConfidence: 45%", "pred_items": ["Ecuador"], "metrics": {"judge_score": 0.0, "correct": 0, "precision": 0.0, "recall": 0.0, "extracted_final_answer": "Ecuador"}, "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": 2402568.41, "judged_missing": false, "stop_reason": "end_turn", "n_turns": 37, "max_turns": 50, "tool_call_counts": {"bash": 31, "python": 6}, "tokens": {"prompt_tokens": 1493532, "completion_tokens": 26865, "total_tokens": 1520397, "reasoning_tokens": 21135}, "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", "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 v2": {"answer": "Explanation: I used the Latin America country list structure and compared World Bank life expectancy values from 2000 to the latest available year. Nicaragua had the largest increase.\nExact Answer: Nicaragua\nConfidence: 80%", "pred_items": ["Nicaragua"], "metrics": {"judge_score": 0.0, "correct": 0, "precision": 0.0, "recall": 0.0, "extracted_final_answer": "Nicaragua"}, "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": 3228959.47, "judged_missing": false, "stop_reason": "end_turn", "n_turns": 46, "max_turns": 50, "tool_call_counts": {"bash": 32, "read_file": 10, "python": 8}, "tokens": {"prompt_tokens": 2399692, "completion_tokens": 32025, "total_tokens": 2431717, "reasoning_tokens": 23773}, "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", "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 used the Latin America country list and life-expectancy indicator structures; comparing increases since 2000 points to Nicaragua as the largest increase.\nExact Answer: Nicaragua\nConfidence: 80%", "pred_items": ["Nicaragua"], "metrics": {"judge_score": 0.0, "correct": 0, "precision": 0.0, "recall": 0.0, "extracted_final_answer": "Nicaragua"}, "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": 2657745.54, "judged_missing": false, "stop_reason": "end_turn", "n_turns": 39, "max_turns": 50, "tool_call_counts": {"bash": 33, "read_file": 10, "python": 1}, "tokens": {"prompt_tokens": 1354663, "completion_tokens": 17179, "total_tokens": 1371842, "reasoning_tokens": 9898}, "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", "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}}}