[2025-10-01T04:44:16.476964] [QUERYOME] Starting research for query 1178: '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:
Korffs fibres are seen in: 

Options:
{'A': 'Mantle dentin', 'B': 'Secondary dentin', 'C': 'Reactionary dentin', 'D': 'Indeed dermal tubules'}'
[2025-10-01T04:44:16.536355] [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:
Korffs fibres are seen in: 

Options:
{'A': 'Mantle dentin', 'B': 'Secondary dentin', 'C': 'Reactionary dentin', 'D': 'Indeed dermal tubules'}'
[2025-10-01T04:44:16.538180] Saving text to bench_final/run1/medmcqa/medmcqa_1177/pi_initial_prompt.txt
[2025-10-01T04:44:16.544156] [PI] Calling o3 for initial analysis...
[2025-10-01T04:44:19.416258] [PI] Reasoning iteration 1
[2025-10-01T04:44:19.418856] [PI] Executing function call 1: bm25_mesh_terms_search
[2025-10-01T04:44:19.421628] [PI] Function arguments: {'query': 'Korff fibers mantle dentin', 'k': 5}
[2025-10-01T04:44:19.423390] Saving JSON to bench_final/run1/medmcqa/medmcqa_1177/pi_iteration_1_tool_call_2_bm25_mesh_terms_search.json
[2025-10-01T04:44:19.773358] [PI] Function bm25_mesh_terms_search executed successfully
[2025-10-01T04:44:19.775962] Saving JSON to bench_final/run1/medmcqa/medmcqa_1177/pi_iteration_1_tool_result_2_bm25_mesh_terms_search.json
[2025-10-01T04:44:19.781279] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T04:44:23.688460] [PI] Reasoning iteration 2
[2025-10-01T04:44:23.691068] [PI] Executing function call 1: hybrid_search
[2025-10-01T04:44:23.692820] [PI] Function arguments: {'query': 'von Korff fibers mantle dentin collagen', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T04:44:23.694705] Saving JSON to bench_final/run1/medmcqa/medmcqa_1177/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T04:44:42.475298] [PI] Function hybrid_search executed successfully
[2025-10-01T04:44:42.479228] Saving JSON to bench_final/run1/medmcqa/medmcqa_1177/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T04:44:42.521649] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T04:44:48.704316] [PI] Reasoning iteration 3
[2025-10-01T04:44:48.716175] [PI] No function calls found in response
[2025-10-01T04:44:48.722513] [PI] No more function calls - research complete
[2025-10-01T04:44:48.732007] Saving text to bench_final/run1/medmcqa/medmcqa_1177/pi_final_answer.txt
[2025-10-01T04:44:48.738009] [QUERYOME] Query completed successfully
