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Library / First Principles Framework (FPF) - Core Conceptual Specification
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E.18.NET:6 - Bias-Annotation

Bias risks considered: Gov, Arch, Onto/Epist, Prag, Did. Scope: Universal for uses of this pattern.

Bias riskMitigation in this pattern
Gov: demanding a fully reusable relation occurrence can hide the cheaper local decision.The first result permits a proposed description and one exact result from the pattern governing the relation claim, or one separate missing-discriminator blocker; it invents no common status kind or generic relation.
Arch: a network-shaped case can tempt the reader to invent one containing holon.C.30.TFS-REL keeps named-containing-holon and explicit inter-holon uses separate.
Onto/Epist: a graph, record, or demonstrative slice can be mistaken for the selected network.The four A.22 identity discriminators precede every description, record, rendering, architecture reading, and demonstration.
Prag: exact member, relation, endpoint, and constraint apparatus can crowd out first use.The practitioner first produces one small network result or one exact stop; the durable record remains optional.
Did: the coffee and build-the-builder cases can be over-read as a closed domain ontology or a universal edge vocabulary.The cases demonstrate boundary choices only; each cross-flow relation still needs an admitted kind, its applicable predicate, and exact participants.