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 14:05:05 UTC

A.6.P:6 - Bias-Annotation

This pattern favors ontology-first recovery, direct relation sentences, and the lightest explicit form that serves the named receiving use. That bias counters record-first and vocabulary-first repair.

The counter-risk is under-specification: an engineer may stop before a load-bearing participant, applicability condition, occurrence identity, or reference is exposed. The receiving-use test, hidden-arity check, three-way relation-dependent wording distinction, and explicit conditions for applying neighboring patterns provide the counterweight.

The pattern also favors neutral domain language. Examples span physical assembly, clinical Work, epistemes, ambiguous source role wording, system-role kinds and assignments, Methods, and formal relations so that one publication technology or professional tradition does not become the default ontology.