Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 17:24:51 UTC · snapshot created 2026-10-03 17:30:20 UTC · last check 2026-10-03 17:40:10 UTC

A.6.6:6 - Bias-Annotation

LensBias introduced by this pattern
Governance / assurancePrefers explicit witnesses and time selectors when the decision’s basis requires them; increases auditability but adds authoring overhead.
ArchitecturePrefers the direct assertion and predicate first. It permits a reusable declaration or scoped assertion record only for a named receiver, reducing both hidden relations and record-first over-formalization.
Onto-epistemicMakes the actual relation kind and direct predicate explicit; resists both metaphor-only wording and a universal base-relation kind.
DidacticTeaches the short dependent–base–direct-relation question first; the optional record vocabulary appears only for a named later use.