Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 08:25:59 UTC · snapshot created 2026-10-03 08:26:43 UTC · last check 2026-10-03 09:15:10 UTC

E.18.2:4 - Solution

Write a TransformationFlowMathematicalDescription@Context only when the mathematical expression changes the current transformation-flow description move. Name exactly one described ontic subject: one E.18 TFS or one E.18.NET network. Keep that subject reference, the mathematical description, any C.29 lens-use judgment, and any E.17 publication face separate. Then decide whether the C.29 lens-use card is needed for adequacy, payoff, preserved/lost structure, or boundary.

E.18.2:4.1 - First-use record

Use this compact record for ordinary cases:

TransformationFlowMathematicalDescription@Context:
  # exactly one described ontic subject branch is present:
  DescribedTransformationFlowStructureRef?:
  DescribedTransformationFlowStructureNetworkRef?:
  DescribedSliceOrLocusRef?:
  CandidateMathObject:
  ExpressionKind:
  MappingMode:
  PreservedStructure:
  LostStructure:
  DeclaredUse:
  BoundaryStop:
  C29LensUseRef?:
  PublicationFaceRef?:

Exactly one of DescribedTransformationFlowStructureRef? and DescribedTransformationFlowStructureNetworkRef? is present. The first points to one E.18 TFS; the second points to one already selected E.18.NET network. DescribedSliceOrLocusRef? may cite an existing path, slice, FlowPositionRef, ExposedFlowPositionRef, member path, E.18.NET NetworkCrossFlowRelationRowRef, or other independently identified part without copying the fields that define that object. CandidateMathObject and ExpressionKind name the graph, algebra, category, tuple, morphism, quotient, fold, refinement, factorization, wiring, matrix, network expression, or related mathematical object. PreservedStructure, LostStructure, DeclaredUse, and BoundaryStop follow the C.29 discipline when the expression is claim-bearing. PublicationFaceRef? points to a separate E.17 publication face. The compact record has no generic neighboring-object reference. When a neighboring claim is materially needed, cite its exact C.2.1 claim-bearing episteme in the subject-specific account; identify an ontic subject or relation occurrence only through a separately named, correctly typed reference supplied by the pattern for that claim.

E.18.2:4.2 - Expression families

Expression familyUse when it describesRequired boundary
graph, hypergraph, network expression, DSM, DMM, MDM, or matrixdependency, internal transfer, exact cross-member relation, adjacency, interface placement, clustering, or change propagation inside one selected TFS or across one selected TFS networknot the selected TFS or network: apply E.18’s one-TFS identity and selection constraints or E.18.NET’s membership, boundary, and cross-member relation rules to select that ontic subject; E.18.2 defines only this description; not work occurrence, gate passage, or evidence
mathematical path or path slicereachability, carried relation, currentness slice, refresh locality, or crossing-local replaynot a project procedure or performed sequence
tuple, record, slot relation, or typed relation expressionslot positions, relation arity, locus typing, and value placementnot a new U-kind and not a replacement for A.6.5 slot discipline
morphism, composition, category, operad, optic, or wiring expressioncomposition, interface, substitution, transfer law, or decomposition of selected transformationsnot proof that the represented work can be performed or that interfaces are semantically compatible
quotient, fold, coarsening, refinement, or factorizationcoarser/finer partitioning, aggregation, retained/lost structure, and alternative decompositionnot an identity claim without preserved/lost structure and return condition
algebra, semiring, equation system, or constraint systemoperation law, conservation, admissible composition, or constraint propagation over the selected structureApply A.6.0 for a separately needed formal-substrate declaration, A.6.1 for a reusable law-governed operation declaration and its application or realization claims, and the relevant subject and evidence patterns for any empirical-law claim. The mathematical expression alone establishes none of those claims.
learned representation, embedding, simulation object, or differentiable surrogateapproximate structure, optimization, similarity, or predictive proxy over transformation-flow structurenot architecture adequacy, OOD guarantee, causal proof, or release readiness by itself

These families are prompts for recovery, not a taxonomy of new FPF kinds. A local expression may combine several families; the record still names exactly one selected TFS or network subject, one current described part when relevant, and the declared use.

E.18.2:4.3 - Five-way subject, description, lens, and publication discriminator

Use this discriminator before writing or accepting a mathematical description:

If the claim selects one TFS or its internal flow structure, use E.18.
If the claim selects independently identified TFS or nested-network members plus exact cross-member relations, use E.18.NET.
If the claim describes exactly one selected TFS or network with mathematics, use E.18.2.
If the claim evaluates that mathematical lens use, use C.29 with the E.18.2 description reference.
If the claim publishes a graph, table, equation, diagram, card, or other face, use E.17 and the relevant view or architecture-description pattern.

The same visible source may require several records, but each E.18.2 description chooses one described ontic subject branch. A refrigerator principle scheme may include an E.17 publication face, a functional-architecture view, one selected E.18 TFS, a thermodynamic mechanism claim, and an E.18.2 graph or equation description. A network diagram may similarly publish an E.18.2 description of one already selected E.18.NET network. If the expression is evaluated as a lens, apply the C.29 adequacy test; if it is rendered or published, identify the E.17 publication face and any current view or architecture-description membership. Neither record reidentifies the TFS or network.

E.18.2:4.4 - Related claims

E.18.2 defines only the mathematical-description relation. For any neighboring claim, use the row below that names the exact contribution needed now:

Current claimUse
one bounded change under conditionsApply A.3.4’s occurrence test and identity rule to identify the changed referent, boundary, actual change facts, and continuity or reidentification basis.
one selected transformation-flow structure, flow valuation, path, slice, crossing, or refresh locusApply E.18’s identity, selection-constraint, and local-value rules to select that exact one-TFS structure and identify the local values used by the claim.
one selected network of independently identified TFS or nested-network members and exact cross-member relationsApply E.18.NET’s membership, boundary, and cross-member relation requirements to select the exact members and identify the obtaining cross-member relation occurrences.
one A.22-selected CGUS qualified through an independently identified E.18 substrate, with constraints and guarded alternatives whose applied-claim, E.18-event, or independently defined relation basis remains separate, plus preserved/lost structure, neighboring values connected by exact supporting relations, and stop or reconsideration questionsE.18.3 qualifies that selected CGUS for this substrate use without identifying the substrate or neighboring values
mathematical-lens adequacy, preserved/lost structure, payoff, or stop conditionC.29 returns the bounded lens-use result
methodApply A.3.1’s method criteria to identify the exact U.Method.
method-description membershipA.3.2 tests one C.2.1 episteme against one admitted U.Method
mechanism or mechanism applicationA.6.1 supplies the mechanism declaration and exact application binding
formal-substrate signatureA.6.0 supplies the profile-specific signature declaration
work planApply A.15.2’s plan-identity and intended-work rules to identify the plan and intended-work relations.
performed workApply A.15.1’s occurrence and identity rules to identify the dated U.Work occurrence.
evidence useA.10 supplies the evidence relation for the named reliance
assurance useB.3 returns the bounded assurance result for that reliance
internal step validityA.20 returns the constraint-validity result
gate profile or decisionA.21 supplies the gate profile, aggregation, decision, and publication minima
releaseApply A.15.1 to test and identify an actual release action as Work; test a separate subject-release claim with its named predicate or return the exact A.6.RCD result.
local choiceC.11 returns the ChoiceResult
architectureC.30 carries the architecture claim
architecture structural viewC.30.ASV returns the structural-view adequacy result
functional structureA.6.F supplies the exact function/bearer claim
module interfaceA.6.M supplies the module-interface relation
reusable-structure characteristicsC.31 carries the reusable-structure claim
publication face or explanation-faithfulness useE.17 supplies the publication face; E.17.EFP returns the explanation-faithfulness result