Gemini schema-valid JSON still misextracts Federal Register dates

Structured outputs guarantee JSON schema compliance, but they do not ensure that the extracted values are factually correct. The author demonstrates this by evaluating automated extraction runs on twenty Federal Register documents, showing how schema-valid LLM outputs frequently make subtle factual errors and highlighting the necessity of rigorous per-field scoring against a predefined answer key. Open article →