FURKAN SAKIZLIAI DATA ENGINEERING

GRAPHRAG · SEARCH SPACE

Do not find the needle—find its most probable location

Graph analysis does not immediately find the answer. It narrows communities, paths and neighbourhoods where defensible evidence is likely to exist.

A bright knowledge graph of several blue communities is narrowed by a translucent focus volume around a probable local neighbourhood; documents feed the graph and evidence cards emerge on the right.
01 · MAPModel entities, concepts and relations with provenance.
02 · NARROWUse communities, bridges and neighbourhoods as search regions.
03 · TRACEFollow graph paths back to concrete source passages.
CORE METHOD

MAP → CLUSTER → BRIDGE → NARROW → RETRIEVE → TRACE → VERIFY

The graph prioritises the probable location; source verification turns it into evidence.

THE PROBABLE LOCATION TEST

Write one local and one global question. Mark community, path and passages—and reject at least one attractive graph hypothesis.