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 14:35:13 UTC

B.1.4:5.1 - Bias-Annotation

Bias riskFailureMitigation
Notation becomes ontologyGamma_ctx, Gamma_time, graph, or algebra wording is treated as the in-life object or relation.Recover the ordered or temporal relation first, then treat notation as a selected expression.
Sequence becomes workA method order, plan order, document order, or performed-work history is treated as the same thing.Name the exact claim and use the applicable method, description, work-plan, dated-Work, or evidence pattern.
Phase becomes levelA phase label is used as a new system level or a new whole.Recover the exact subject first: C.2.1 identity/edition law for an episteme, A.15.1 for Work, or the carrier’s direct identity rule and proper PhaseOf for another enduring individual. Open whole reidentification only when that question remains current.
Coverage becomes authorityA complete-looking timeline is treated as sufficient evidence or currentness.Use the applicable evidence, source-currentness, and temporal-adequacy patterns when those claims are current.