Quantifying Cross-Query Contradictions in Multi-Query LLM Reasoning

Rohit Kumar Salla, Ramya Manasa Amancherla, Manoj Saravanan

Large language models frequently produce mutually inconsistent answers when reasoning over multiple related queries. We study case-file logical consistency: maintaining a globally…