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Graph/ae7a092a-a7fc-41a8-ba4b-c1976c782070

Domainunvalidated

Free Energy Principle

ae7a092a-a7fc-41a8-ba4b-c1976c782070

Free Energy Principle

Node Details

Public graph metadata

Updated5/1/2026

PageRank0.0000

Effectiveness0.000

Connections

3 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_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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