[2025-10-01T21:06:39.252809] [QUERYOME] Starting research for query 825: '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:
Which of the following is a tertiary monoblock system of obturation of the root canal.

Options:
A. Resilon monoblock obturation
B. Active Gutta percha
C. Orthograde obturation with MTA
D. Gutta Percha and AH plus sealer'
[2025-10-01T21:06:39.308309] [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:
Which of the following is a tertiary monoblock system of obturation of the root canal.

Options:
A. Resilon monoblock obturation
B. Active Gutta percha
C. Orthograde obturation with MTA
D. Gutta Percha and AH plus sealer'
[2025-10-01T21:06:39.311605] Saving text to bench_final/run1/medmcqa/medmcqa_2385/pi_initial_prompt.txt
[2025-10-01T21:06:39.316805] [PI] Calling o3 for initial analysis...
[2025-10-01T21:06:46.922746] [PI] Reasoning iteration 1
[2025-10-01T21:06:46.924450] [PI] Executing function call 1: hybrid_search
[2025-10-01T21:06:46.926999] [PI] Function arguments: {'query': 'tertiary monoblock obturation active gutta percha glass ionomer coated gutta tertiary monoblock Baumgartner', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T21:06:46.928658] Saving JSON to bench_final/run1/medmcqa/medmcqa_2385/pi_iteration_1_tool_call_2_hybrid_search.json
[2025-10-01T21:06:47.734341] [PI] Function hybrid_search executed successfully
[2025-10-01T21:06:47.737538] Saving JSON to bench_final/run1/medmcqa/medmcqa_2385/pi_iteration_1_tool_result_2_hybrid_search.json
[2025-10-01T21:06:47.761457] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T21:06:50.222985] [PI] Reasoning iteration 2
[2025-10-01T21:06:50.224616] [PI] Executing function call 1: hybrid_search
[2025-10-01T21:06:50.227058] [PI] Function arguments: {'query': 'primary secondary tertiary monoblock endodontics Active GP tertiary monoblock', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T21:06:50.228691] Saving JSON to bench_final/run1/medmcqa/medmcqa_2385/pi_iteration_2_tool_call_2_hybrid_search.json
[2025-10-01T21:06:51.747842] [PI] Function hybrid_search executed successfully
[2025-10-01T21:06:51.749912] Saving JSON to bench_final/run1/medmcqa/medmcqa_2385/pi_iteration_2_tool_result_2_hybrid_search.json
[2025-10-01T21:06:51.757499] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T21:06:54.752158] [PI] Reasoning iteration 3
[2025-10-01T21:06:54.754413] [PI] Executing function call 1: hybrid_search
[2025-10-01T21:06:54.757199] [PI] Function arguments: {'query': 'monoblocks in root canals primary secondary tertiary examples active gp resilon MTA', 'k': 10, 'faiss_weight': 0.5, 'bm25_weight': 0.5, 'use_rrf': True}
[2025-10-01T21:06:54.759174] Saving JSON to bench_final/run1/medmcqa/medmcqa_2385/pi_iteration_3_tool_call_2_hybrid_search.json
[2025-10-01T21:06:55.760251] [PI] Function hybrid_search executed successfully
[2025-10-01T21:06:55.762991] Saving JSON to bench_final/run1/medmcqa/medmcqa_2385/pi_iteration_3_tool_result_2_hybrid_search.json
[2025-10-01T21:06:55.771876] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T21:07:00.774858] [PI] Reasoning iteration 4
[2025-10-01T21:07:00.777272] [PI] Executing function call 1: hybrid_search
[2025-10-01T21:07:00.778897] [PI] Function arguments: {'query': 'Activ GP tertiary monoblock', 'k': 10, 'faiss_weight': 0.7, 'bm25_weight': 0.3, 'use_rrf': True}
[2025-10-01T21:07:00.780876] Saving JSON to bench_final/run1/medmcqa/medmcqa_2385/pi_iteration_4_tool_call_2_hybrid_search.json
[2025-10-01T21:07:01.256380] [PI] Function hybrid_search executed successfully
[2025-10-01T21:07:01.258742] Saving JSON to bench_final/run1/medmcqa/medmcqa_2385/pi_iteration_4_tool_result_2_hybrid_search.json
[2025-10-01T21:07:01.266761] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T21:07:06.577905] [PI] Reasoning iteration 5
[2025-10-01T21:07:06.579648] [PI] Executing function call 1: hybrid_search
[2025-10-01T21:07:06.582200] [PI] Function arguments: {'query': 'Activ GP monoblock', 'k': 10, 'faiss_weight': 0.6, 'bm25_weight': 0.4, 'use_rrf': True}
[2025-10-01T21:07:06.583856] Saving JSON to bench_final/run1/medmcqa/medmcqa_2385/pi_iteration_5_tool_call_2_hybrid_search.json
[2025-10-01T21:07:07.159144] [PI] Function hybrid_search executed successfully
[2025-10-01T21:07:07.161973] Saving JSON to bench_final/run1/medmcqa/medmcqa_2385/pi_iteration_5_tool_result_2_hybrid_search.json
[2025-10-01T21:07:07.167514] [PI] Continuing reasoning with 1 function responses...
[2025-10-01T21:07:19.157841] [PI] Reasoning iteration 6
[2025-10-01T21:07:19.159354] [PI] No function calls found in response
[2025-10-01T21:07:19.162116] [PI] No more function calls - research complete
[2025-10-01T21:07:19.163097] Saving text to bench_final/run1/medmcqa/medmcqa_2385/pi_final_answer.txt
[2025-10-01T21:07:19.186269] [QUERYOME] Query completed successfully
