Library / First Principles Framework (FPF) - Core Conceptual Specification
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C.16.P:12 - Consequences

Benefits. C.16.P gives a first-stage repair point for overloaded characterization words, so patterns for the next questions do not need to copy long trigger lists. It makes the next subject pattern visible before a number, adjective, level, score, metric, or benchmark result is treated as actionable.

Trade-offs. Some compact phrases become longer because the bearer, characteristic, scale, threshold, proxy, or subject pattern must be named. The gain is that measurement, quality, mathematical-lens, evidence, assurance, gate, decision, and causal-use claims do not hide inside one scalar word.

Stop condition. Stop using C.16.P once the characteristic-scale construction and the subject pattern are recoverable. The repaired claim then belongs to C.16, A.17, A.18, A.19, C.25, C.29, E.21, or the neighboring pattern named by value.