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Why Your GraphRAG Hallucinates: Fix It with Wilson Loops

This story is from 2026-10-28. It is preserved in the archive; the latest stories are on the live feed.

Most GraphRAG implementations fail silently when traversing multi-hop relations because they assume edge commutativity. In reality, relational composition is strictly non-commutative: order matters, and traditional vector embeddings wash out directional orientation across multi-hop reasoning loops.…

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  1. 2026-10-28 15:42 · DEV Community — AI
    Why Your GraphRAG Hallucinates: Fix It with Wilson Loops

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