TRIAGE-Bench is a benchmark for evaluating how LLMs resolve conflicts between authoritative clinical knowledge sources. It covers 2,000 items across four conflict types, each with an explicit governing policy that defines policy-consistent correctness. - 2,000 benchmark items (500 per conflict type) grounded in real guideline and drug-label discrepancies - 2x2 factorial evaluation: Hint x Source design (NS, NS+Hint, SP, SP+Hint) - 56,000 evaluation records across 7 frontier LLMs - 400 expert-validated subset (TRIAGE-Bench-Verified) The 2x2 factorial design crosses two factors: GPT-5.6, Claude-Opus-4.8, GLM-5.2, Qwen-3.7, MiniMax-M3, DeepSeek-V4-Pro, Kimi-K2.6 1. Source dominates: Providing…
Independent publisher
Hou Wan Long
DarrenLoong
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