Library / First Principles Framework (FPF) - Core Conceptual Specification
Jump to passage
In this reading

Link to current text

Published source confirmed at last check

Source changed 2026-10-03 11:52:20 UTC · snapshot created 2026-10-03 11:53:41 UTC · last check 2026-10-03 13:50:10 UTC

C.31:4.2 - Characteristic classes

Every C.31 head is classified before use:

ClassUseBoundary
DirectCharacteristicA C.16-governed characteristic can be named with subject, scale, unit or unitless interpretation, declared measurement basis, comparability basis, and repair action.It is not automatically a score or decision selector.
CompositeCharacteristicDescriptionThe head is a bundle or description with sub-slots, such as function-module alignment or flow-boundary alignment.Do not pretend the bundle is one raw measure.
LensBackedCharacteristicThe head depends on a model description or mathematical lens, such as compression or RG or coarsening lens.Apply C.29 for lens use that changes action.
TemporalOrScaleCharacteristicThe head depends on time window, repeated instance, scale variable, aggregation scope, or source-return condition.Apply C.31.ASAP for architecture scale preference, C.27 for temporal adequacy, and C.18.1 or C.19.1 when scale-law or general BLP preference claims are being made.
CausalUseSensitiveCharacteristicThe interpretation is used to claim effect or intervention success.Apply C.28 before relying on the claim causally.
ReportOnlyProxyThe interpretation is only a local diagnostic or communication aid.State forbidden overread and the subject pattern needed for any beyond-local-repair use.

In C.31, declared basis and comparability basis name C.16-compatible measurement or comparison fields. They are not generic reason words and are not substitutes for evidence, assurance, cause, source, decision, or architecture-description relations.