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Graph/6774ae51-bf1a-44a9-a4ab-31978c3ec7b3

Domainunvalidated

Bayesian Inference

6774ae51-bf1a-44a9-a4ab-31978c3ec7b3

Bayesian Inference

Node Details

Public graph metadata

Updated5/1/2026

PageRank0.0000

Effectiveness0.000

Connections

4 linked nodes

PERTAIN_TOSolution

Five-phase implementation — split-sample validation and EQS scoring. Outcome: 67/67 tests pass, typecheck clean.

PERTAIN_TOReport

Bayesian predict-calibrate extraction with split-sample validation and EQS scoring

PERTAIN_TORootCause

bayesian system had insufficient structural evidence — sparse graph areas (~60% of pairs). Tension: underperformed. Outcome: bayesian-primary-with-LLM-fallback gating.

PERTAIN_TOProblem

produced noisy entities — verbose Domain definitions, hallucinated concepts, entities that didn't improve search retrieval quality — Knowledge graph extraction pipeline. Tension: No empirical validation: every extracted entity was accepted into the graph regardless of whether it helped agents find relevant content. Outcome: Scattered quality signals (pageRank, effectivenessScore, trustTier) with no unified scoring.

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