[2025-10-01T05:21:45.883571] [QUERYOME] Starting research for query 1210: 'Instructions: 
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer. 

Question:
Cartilage of larynx are developed from: 

Options:
{'A': '3rd arch cartilage.', 'B': '4th arch cartilage.', 'C': '4&5 arch cartilage.', 'D': '4&6 arch cartilage.'}'
[2025-10-01T05:21:45.940800] [PI] Starting research for query: 'Instructions: 
 Answer the question below. First, respond with the single best option letter (A, B, C, or D). Then provide a concise reasoning (1–3 sentences). Use both the retrieved evidence and your own medical knowledge to choose the most accurate answer. 

Question:
Cartilage of larynx are developed from: 

Options:
{'A': '3rd arch cartilage.', 'B': '4th arch cartilage.', 'C': '4&5 arch cartilage.', 'D': '4&6 arch cartilage.'}'
[2025-10-01T05:21:45.948590] Saving text to bench_final/run1/medmcqa/medmcqa_1209/pi_initial_prompt.txt
[2025-10-01T05:21:45.954402] [PI] Calling o3 for initial analysis...
[2025-10-01T05:21:51.985471] [PI] Reasoning iteration 1
[2025-10-01T05:21:51.988560] [PI] Executing function call 1: hybrid_search
[2025-10-01T05:21:51.990644] [PI] Function arguments: {'query': 'laryngeal cartilages develop from fourth and sixth pharyngeal arches', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T05:21:51.993217] Saving JSON to bench_final/run1/medmcqa/medmcqa_1209/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T05:22:34.329373] [PI] Function hybrid_search executed successfully
[2025-10-01T05:22:34.332322] Saving JSON to bench_final/run1/medmcqa/medmcqa_1209/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T05:22:34.339388] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T05:22:40.714904] [PI] Reasoning iteration 2
[2025-10-01T05:22:40.718087] [PI] Executing function call 1: hybrid_search
[2025-10-01T05:22:40.719888] [PI] Function arguments: {'query': 'thyroid cartilage develops from fourth and sixth pharyngeal arches', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T05:22:40.722769] Saving JSON to bench_final/run1/medmcqa/medmcqa_1209/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T05:23:16.877169] [PI] Function hybrid_search executed successfully
[2025-10-01T05:23:16.879413] Saving JSON to bench_final/run1/medmcqa/medmcqa_1209/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T05:23:16.887802] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T05:23:22.869552] [PI] Reasoning iteration 3
[2025-10-01T05:23:22.878247] [PI] No function calls found in response
[2025-10-01T05:23:22.879893] [PI] No more function calls - research complete
[2025-10-01T05:23:22.882434] Saving text to bench_final/run1/medmcqa/medmcqa_1209/pi_final_answer.txt
[2025-10-01T05:23:22.912328] [QUERYOME] Query completed successfully
