FURKAN SAKIZLIAI DATA ENGINEERING

GRAPHRAG · PROVENANCE

GraphRAG must lead every answer back to the source

An answer becomes defensible only when every claim can return through graph path, passage and document version to a valid source.

A luminous blue evidence trail runs backward from an answer card through a highlighted knowledge-graph path, via a specific text card, to a versioned source document in a bright filigree space.
01 · CLAIMDecompose the answer into individually testable statements.
02 · TRACEFollow the graph path back through relation and text unit.
03 · VERIFYCheck version, permission, counterevidence and freshness.
CORE METHOD

CLAIM → PATH → PASSAGE → VERSION → PROVENANCE → VERIFY

The prettiest graph does not decide; the fully inspectable source path does.

THE SOURCE RETURN TEST

Map three claims to paths, passages and document versions. Then remove one source and mark every artefact that must be invalidated.