Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 10:39:28 UTC · snapshot created 2026-10-03 10:40:04 UTC · last check 2026-10-03 11:15:11 UTC

A.2.1:6 - Bias Annotation

Bias riskFailureRepair
Record-first biasA roster row or identifier is treated as the assignment occurrence.State the species predicate and uninterrupted occurrence identity; keep the row as an assertion or publication.
Universal-signature biasOne broad root signature hides several participant laws.Admit direct species with exact local domains and real participants.
Generic-duplicate biasA stronger appointment is accompanied by a weaker assignment occurrence.Let the specialized occurrence itself satisfy U.SystemRoleAssignment and use its common holder projection.
Universal-context biasEvery assignment receives a context or optional model-use participant.Keep context-denoted objects in their direct relation; declare a required participant only in a genuinely dependent species.
Assignment-as-classification driftAssignment is used as proof of kind membership.Evaluate the C.3.2 judgment; use assignment only if the signature names its independently obtaining predicate.
Assignment-as-Work driftCurrent assignment is treated as completed Work.Use A.13 to identify the actual performer and A.15.1 to admit W : U.Work independently. Name RA and run the separate F.6 check only if the current use must also say exactly under which assignment W was performed.
Episteme-as-holder driftA standard, report, model, or dataset fills HolderSystemSlot.Keep the episteme in its evidence, reliance, external-rule, source-use, or publication relation.
Responsibility or authority driftThe kind or assignment is treated as the responsibility or authority result.Cite the direct admitted predicate and actual bearer, or return missing-governor.