Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 11:52:20 UTC · snapshot created 2026-10-03 11:53:41 UTC · last check 2026-10-03 14:25:10 UTC

B.1.1:6 - Bias-Annotation

Bias riskFailureMitigation
Graph as ontologyA graph node or edge is treated as the in-life object or relation.Recover the dependency structure and the exact relations, then use the patterns that define or test them before graph expression.
One-edge-fits-alldepends on carries parthood, order, representation, source use, evidence, and influence at once.Split the relation kinds and name the pattern that defines or tests each one.
External influence as parthoodSupply, measurement, teaching, source use, or control is drawn as a component relation.Use the exact boundary-crossing, evidence, source-use, publication-use, transformation, supply, or control relation and its defining pattern.
Design-description and run-occurrence collapseA planned dependency graph is treated as evidence of performed work.Separate design description, work occurrence, and evidence relations.