b663cd18ad6ef4a67543bf67d11c90acaaac3c0fb7e2ec0e326c5d5689725230
active
contextual
axiomatic
In the comparison table, provenance in naive RAG is usually document-level, whereas provenance in the Pyrana Context Engine is claim-level with supporting evidence.
Supporting contexts
Quoteverbatim
Provenance
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Usually document-level
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Quoteverbatim
Claim-level with supporting evidence
— Beyond Retrieval - Pyrana Context Engine Whitepaper.pdf
Effective from: 7/16/2026, 10:35:03 PM