Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 05:29:54 UTC · snapshot created 2026-10-03 05:30:57 UTC · last check 2026-10-03 07:35:20 UTC

C.29:4.4.1 - Output set and declared-use boundary

Use the single output/reliance rule in :4.4. The form states the mathematical account; a used empirical, causal, semantic-bridge, assurance or decision result additionally needs its subject-pattern basis in :4.4.6.

LensMappingMode, LensUseBoundaryValue, and declared lens use are separate fields.

Lens-use aspectQuestion it answersWhere it is recorded
Mapping constructionHow does the mathematical object represent, abstract, embed, quotient, simulate, learn, or transfer the phenomenon?LensMappingMode, PreservedStructure, LostStructure, and any ScaleWindow? or CoarseGrainingRule?.
Lens-use boundary valueWhat limited lens-use value is declared for this use?LensUseBoundaryValue, validation overlay when validation use is being claimed, and neighboring evidence or assurance patterns when their claims are being made.
Declared lens useWhat can the working reader now do, and when must the use stop or return?declaredLensUse, NextLensUseAction, StopCondition, optional blockedLensOverread?, and named governing FPF patterns.

LensMappingMode names construction, not permission. Typical local values include representation, abstraction, quotient, coarse-graining, embedding, homomorphism, isomorphism, functor-like transfer, simulation, and learned or fitted representation. A broad family name such as graph, field, category, geometry, quantum-like, variational, or Bayesian is only a prompt until the concrete construction and preserved structure and lost structure are named.

LensUseBoundaryValue declares only a limited lens-use boundary:

LensUseBoundaryValue valueDeclared useStop or neighboring-pattern condition
analogy-only promptorientation, hypothesis generation, recognition cuedecision, assurance, causal claim, or publication as established model
diagnosticOnlyfinding a candidate obstruction, bottleneck, mismatch, missing state variable, or rival-lens splitprediction, decision, causal use, bridge substitution, assurance, or ontology without the neighboring-pattern result named by value
formal derivation inside accepted theorylocal explanation or theorem-backed transfer when assumptions holdempirical claim without observation or evidence
simulationcandidate model and scenario explorationreal-world causal or predictive reliance without validation
empirical fitlocal prediction inside validation regimeout-of-regime generalization and causal use
accepted domain theorylocal domain model usecross-context ontology import
SoTA-echo candidatestructured exploration and lens-use testingaccepted FPF law, assurance, release, or foundation claim
mechanized proofformal property under assumptionsreal-world adequacy unless assumptions and evidence hold and any needed semantic Bridge is established

State the declared lens use in declaredLensUse and its stopping or return boundary in StopCondition. Elegance, familiarity, source prestige, and mapping type supply no substitute for that declaration. Include blockedLensOverread? only when it passes F.19’s plausible-reader test.