STED and Consistency Scoring: A Framework for Evaluating LLM Structured Output Reliability

Guanghui Wang, Jinze Yu, Xing Zhang +5

Large Language Models (LLMs) are increasingly deployed for structured data generation, yet output consistency remains critical for production applications. We introduce a comprehen…