Knowing the Facts but Choosing the Shortcut: Understanding How Large Language Models Compare Entities

Hans Hergen Lehmann, Jae Hee Lee, Steven Schockaert +1

Large Language Models (LLMs) are increasingly used for knowledge-based reasoning tasks, yet understanding when they rely on genuine knowledge versus superficial heuristics remains…