Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 05:16:27 UTC · snapshot created 2026-10-03 05:17:06 UTC · last check 2026-10-03 05:16:56 UTC

C.20:6 - Bias-Annotation

Apply five complementary lenses; the later risk table does not replace them.

LensQuestion and counter-bias
GovernanceAre field names, classification claims, revision rationales, source “steward” or “owner” wording, any separately obtaining kind or assignment, responsibility, authority, ownership, governance, publication Work, and publication availability kept with their subject patterns, or has a name, card, registry, title, or publisher acquired force it does not have?
ArchitectureAre construction, Characteristic/Scale, comparison or aggregation, evidence/assurance, health, publication, and selection still separate branches, or has a convenient CAL/CHR-style record become an omnibus discipline constructor?
Onto/EpistAre the discipline, domain designation, semantic locality, system, episteme, description, representation, and evidence claim distinct, with each claim returning to an exact EntityOfConcern and ReferenceScheme?
PragmaticCan ordinary authoring and edition work stop at exact parts, couplings, assembly, and reidentification, while only the receiving comparison, assurance, publication, or decision opens deeper apparatus?
DidacticDo twin labels, the System/Episteme contrast, cards, columns, diagrams, and examples aid recognition without supplying hidden parts, relations, kinds, identity, or truth?

Scope guard. Every use is bounded by exact field candidates, semantic localities, scopes, editions, and receiving work. There is no context-free or global discipline established by name, popularity, institutional reach, or a shared vocabulary.

Bias riskFailureCounter-move
Label realismA familiar field name is treated as the whole.Recover candidate, parts, direct occurrences, assembly, identity, and whole characteristic.
InstitutionalismThe largest organization carrying the work is treated as the discipline.Keep the system, system-role kind and assignment, and Work direct; test parthood separately.
Canon or method monocentrismOne document set or method family stands for both knowledge and practice.Require independently identified contributions on both sides and exact coupling claims.
Schema completionFive filled positions or heterogeneous fields manufacture construction.Use the two-participant direct relation and ordinary whole-forming claims; treat cards as descriptions.
Bridge universalismTranslation or high congruence merges fields.Keep Bridge, bounded-use proposition, reliance, comparison, and discipline construction separate.
Metric reificationHealth or maturity value is treated as discipline identity.Keep C.21 readings and G.4 thresholds as evaluations over the exact discipline.
Snapshot extensionalismAny changed part creates another discipline, or the same part list guarantees sameness.Apply the assembly-sensitive reidentification rule.