Quantifying Consistency in LLM Logical Reasoning via Structural Uncertainty

Baishali Chaudhury, Mengdie Flora Wang, Hyunji Hayley Park +3

Large language models can arrive at the same answer through reasoning paths that are unstable, contradictory, or difficult to rank consistently -- a failure mode especially prevale…