Retrieval quality should include hallucination rate for LLM responses grounded on CXUs versus raw chunks so that the grounding benefits of structured context can be measured against chunk-based retrieval.

Hallucination rate for LLM responses grounded on CXUs versus raw chunks.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

8.1 Retrieval quality

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf

Atomic Context Units replace ambiguous chunks.

— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf