Epistemic Precision Restoration
About this pattern
This is a generated FPF pattern page projected from the published FPF source. It is canonical FPF content for this ID; it is not a FPF Reference product feature page.
How to use this pattern
Read the ID, status, type, and normativity first. Use the content for exact wording, the relations for adjacent concepts, and citations to keep active work grounded without pasting the whole specification.
Type: Architectural (A), C.2 precision-restoration pattern Status: Stable Normativity: Normative unless a section is explicitly informative
Source-expression clarification. Use this mode when ordinary non-FPF prose needs precise interpretation. The aim is source-local clarification: recover what the sentence may mean, identify candidate kinds and relations, preserve important wording when needed, and produce one clarified phrase, candidate-set note, epistemic precision-restoration note, or use disposition. This mode may apply E.10, A.6.P, A.6.6, F.18, A.7, E.17, or another governing FPF pattern as a repair lens, but it does not require the source expression itself to use FPF vocabulary.
Relations
Content
Use this when
Source-expression clarification. Use this mode when ordinary non-FPF prose needs precise interpretation. The aim is source-local clarification: recover what the sentence may mean, identify candidate kinds and relations, preserve important wording when needed, and produce one clarified phrase, candidate-set note, epistemic precision-restoration note, or use disposition. This mode may apply E.10, A.6.P, A.6.6, F.18, A.7, E.17, or another governing FPF pattern as a repair lens, but it does not require the source expression itself to use FPF vocabulary.
FPF-governed use. Use this mode when wording has FPF-governed use and relies on loose wording around epistemes, publications, views, publication forms, generic publication faces, MVPK faces under E.17 constraints, bounded publication units, carriers, records, relations, admissible uses, or pattern application. The wording states the recovered FPF kind named by value, relation record, relation phrase, tuple-like record, project-side FPF kind and reference named by value, or explicit non-use disposition.
Use C.2.P as epistemic precision restoration for wording whose live entity or construction is an episteme, publication, or source-use construction: source wording, source-local meaning, claim-bearing episteme, publication, view, face, carrier, publication unit, EntityOfConcern, grounding relation, pattern-application wording, project-side reliance wording, or the disposition by which source expression has or lacks FPF-governed use.
E.10 governs lexical and wording-use precision. C.2.P governs epistemic precision restoration across episteme, publication, carrier, and view distinctions: expression, source-local meaning, recovered FPF kind and relation set, publication construction, carrier construction, view construction, EntityOfConcern or grounding relation, admissible reader move, and use or non-use disposition.
The practical partition is episteme-slot or publication-construction use, but it is not limited to named C.2.1 slots. It also includes publication constructions, carrier and face constructions, source expression admitted for FPF-governed use, and pattern-application wording when those are used as claim-bearing or admissibility-bearing signs. Apply this pattern from E.10 only when the governing pattern cannot yet be selected directly because source wording, claim-bearing episteme, publication or carrier construction, project-side reliance, pattern-application wording, or use or non-use disposition is still unresolved. The pattern-local decision selects source-expression clarification or FPF-governed use, recovers the live episteme-publication relation set, chooses recovered-by-value, reduced-use-cue, extension-candidate, blocked-use, rewrite-incomplete, or not-triggered disposition, and preserves the remaining admissible reader move before any neighboring pattern governs its own invariant.
Precision-restoration pattern note. A precision-restoration pattern is an architectural pattern for a recurring complex precision problem whose wording routinely hides several live distinctions. A.6.P is relation precision restoration; C.2.P is epistemic precision restoration. C.30.P is the selected architecture and structure precision-restoration pattern when architecture or structure wording hides the architecture claim being made, structure kind, structure relation, view, or publication relation or source-use relation. C.16.P is the selected characteristic and scale precision-restoration pattern when characteristic, scale, metric, score, indicator, coordinate, threshold, or comparison construction is hidden. C.16.Q is the selected quality-term precision-restoration pattern when quality-term or evaluative characterization is live and the found problem is not relation construction. E.10 detects the wording problem and selects the applicable path; E.10.ARCH carries the shared recovery algorithm and applicability-row architecture; neither replaces this pattern's episteme, publication, and source-use ontology.
Ordinary-language survival. Ordinary words remain admissible until the sentence gives them FPF-kind, relation, authority, evidence, admissibility, work, gate, decision, bridge, or reliance claim. Source may stay ordinary when it only means where a quote came from; view may stay ordinary when it means what the reader sees and not U.View; route may stay ordinary navigation prose; support may stay ordinary help. Repair by FPF-governed sentence function, not by trigger word alone.
Not this pattern when. C.2.P is not the governing pattern for every recovered construct. General FPF lexical conformance stays under E.10; stable reusable naming under F.18; relation precision under A.6.P; A.6.B law-, admissibility-, deontic-, and effect-claim boundary splitting under A.6.B; EntityOfConcern, Description episteme, and carrier separation under A.7; view and publication discipline under E.17 and E.17.0; architecture and structural description adequacy under C.30, C.30.ASV, A.22, C.31, or the architecture and structure pattern governing the claim; project work, evidence, gate, decision, method, action-invitation, assurance, and engineering-justification claims under their governing FPF patterns. When one of those claims is live, this pattern supplies source-expression unpacking and rewrite disposition; the FPF pattern named by value supplies its invariant.
Do not punish clarity. Prefer the clearest ordinary head that preserves kind, relation, and admissible use. Do not replace a clear plain phrase with a technical phrase unless the technical phrase blocks a live false interpretation or is needed for accepted stable FPF naming. In an ordinary case, reader help, source-pointer-only, or comparison only may be better than a more technical phrase.
What goes wrong if missed
Episteme-publication-heavy text starts to build a parallel ontology. A generic publication face becomes a U.View, a file becomes an episteme, a dashboard tile becomes evidence, a pattern name becomes a procedure, a slash list becomes a group kind, or a broad word such as source hides whether the text means a pattern, a DRR, a publication, a document with named source, evidence, architecture, or reviewed publication, review packet, review record, or review state, a project-side FPF kind and reference named by value, or a relation.
The immediate cost is not only ugly terminology. Engineers and FPF authors start making action, evidence, gate, decision, or engineering-justification claims from the wrong entity, publication, record, relation, or carrier.
What this buys
C.2.P gives one small epistemic precision-restoration move: recover the FPF kind and relation set first, then write wording that preserves the needed distinction without adding another claim. It prevents string-replacement cleanup, keeps FPF-side and project-side episteme and publication work separate, and blocks unclear wording from having FPF-governed use by guesswork.
Successful repair condition. Epistemic precision restoration is not closed by type-correct wording alone. It is governed by E.2 Pillars, especially P-2 Didactic Primacy, together with E.12 and the register rule in E.10:6.2. It closes only when the repaired text preserves or restores one remaining admissible reader move: a usable action, a recognition reason that tells the working reader why the distinction matters, or a named FPF pattern application that carries the claim being made. When both Tech and Plain registers are live, the Tech interpretation must remain recoverable and any Plain or didactic line must map back to that Tech interpretation. A Plain, more expressive line, or intentional didactic metaphor may stay ordinary when it carries no FPF-governed use; when it carries ontological, evidence, causal, assurance, bridge, gate, work, decision, or admissibility claim, that claim being made must be recoverable through the Tech fields, FPF kind named by value, recovered relation, project-side source reference, or disposition named by the repair. If a repair in a FPF-governed Problem frame, Problem section, recognition text, example, or worked slice makes the text more exact but less able to show the working situation, why it matters, or what action remains, the repair is incomplete unless the governing FPF pattern is named for that claim being made. Overread removal is only half of epistemic precision restoration; the other half is surviving admissible action under the Pillars.
Recovery focus in plain terms. The use being made is one episteme-publication-heavy wording use inside conformant text: the word or phrase, the sentence function it carries, the FPF kind or relation it must recover, and the admissible remaining use after recovery.
Primary working reader. The first reader is an author or reviewer of conformant FPF-style text who must repair wording without losing ontology. The downstream reader is the engineer-manager using the resulting pattern or project text in a working situation.
Anti-overread payoff question. A repair is useful only if the pattern text can answer three things in ordinary prose: what false downstream interpretation is blocked; what useful admissible action remains; and when the reader must apply the FPF governing pattern named by value because evidence, gate, decision, work, assurance, bridge, release, or reliance is live. If the repair blocks an overclaim but leaves no useful action, the text is probably becoming ceremony rather than guidance.
Problem frame
FPF already has episteme, publication, view, carrier, presentation, relation, naming, and pattern-application concepts. FPF-governed project, review, draft, pattern, and architecture prose, plus source prose being unpacked for possible FPF use, can still introduce convenient intermediate words that survive into final guidance without their kind and relation set recovered.
The recurring situation is simple: a sentence is understandable enough to feel worth keeping, but its head kind is not recovered. If it is repaired by replacing one broad word with another broad word, the ontology gets worse while the text looks cleaner.
Purpose and Scope
This pattern gives the current glossary and rewrite rules for terms around epistemes, publications, views, publication forms, generic publication faces, MVPK faces under E.17 constraints, carriers, records, and bounded publication units.
It exists because episteme-publication-heavy texts can use locally convenient heads that collapse EntityOfConcern, publication unit, publication face, carrier, record, source relation, and project-side value. Those words may be useful recognition handles, but they are not safe FPF heads when they carry ontology, authority, or authority-changing meaning.
The rewrite discipline here is ontological and use-facing, not lexical; in this pattern the repair is bounded to episteme, publication, and source-use precision:
- do not replace one broad token with one new broad token by string substitution;
- first recover the FPF kind and relation set, the claim-bearing status, the publication, view, carrier, or relation construction, and any work, action, or authority crossing;
- then choose the smallest wording that preserves the FPF-governed distinction without creating a second ontology.
This pattern uses the E.10 trigger result as its entry condition, then works in the C.2.1 and E.17 epistemic-publication ontology rather than in a lexical registry.
Problem
Without an epistemic precision-restoration discipline for episteme-publication-heavy wording:
- broad publication words hide whether the claim is about
U.Episteme,U.View, publication form, generic publication face, MVPK face under E.17 constraints,PublicationUnit, carrier, document with named source, evidence, architecture, reviewed publication, review packet, review record, or review state, or project-side FPF kind and reference named by value; - FPF pattern-application claims and project-side work-occurrence, work-plan, decision, action-invitation, method, record, carrier, or front-end claims get mixed in one sentence;
- slash lists and heterogeneous rows become false group kinds;
- unclear source meaning is guessed into FPF-governed wording rather than blocked or assigned to an accepted FPF extension;
- authors copy the same loose wording into
DRRs, patterns, source-basis notes, or project texts.
Forces
Solution
Repair episteme-publication-heavy wording by epistemic precision restoration, not by dictionary replacement.
A successful rewrite satisfies these field-validity constraints:
- the head kind and sentence function are recoverable under
E.10; - a stable reusable name has
F.18status; - a relation, comparison, dependency, support, sameness, grounding, mapping, or endpoint claim has
A.6.Prelation precision, with admissibility and project-side reliance questions split into their own fields; - a claim-bearing episteme, episteme species named by value, episteme-lane view, or project-side FPF kind and reference named by value has the needed
C.2.1typing or named FPF claim or admissible-use boundary named by value; - publication, view, face, and carrier distinctions satisfy
E.17.0,E.17, and MVPK; - the repaired text satisfies
E.2Pillars, especiallyP-2 Didactic Primacy, by preserving or restoring one remaining admissible reader move: a usable action, a recognition reason that tells the working reader why the distinction matters, or a named FPF pattern application that carries the claim being made; when both Tech and Plain registers are live, the Plain or didactic line maps back to the recovered Tech kind, relation, or FPF pattern application underE.10:6.2; ordinary Plain wording and intentional didactic metaphor stay light when they carry no FPF-governed use, but ontological, evidence, causal, assurance, bridge, gate, work, decision, or admissibility claim in a more expressive Plain line must be recoverable through the repaired Tech fields; FPF-governed Problem frames, Problem sections, recognition texts, examples, and worked slices must still show the broad working situation and first useful move, or the rewrite is incomplete; - the final phrase preserves the distinction without adding another claim;
- unrecoverable meaning, kind, register mapping, or remaining reader move fails closed.
The detailed solution below carries the glossary and rewrite rules as ordinary pattern subsections. It is not an external container: these subsections are the pattern's detailed epistemic precision-restoration guidance.
EpistemicPrecisionRestorationRecord
For FPF-governed cases, the recovery product is a compact pattern-local EpistemicPrecisionRestorationRecord or an equivalent local rewrite note. Ordinary local phrase repair may end as the repaired sentence itself when kind, relation, and admissible use are now clear and no downstream reliance, cross-context reuse, grouped-kind risk, hidden authority claim, project-side overclaim, conflict among publication, EntityOfConcern, and project-side action claims, or contested source meaning remains live. Prefer the plain names epistemic precision-restoration note, compact epistemic precision-restoration row, or local rewrite note when durable inspection does not require the code-like field name. The recovery note is a lightweight pattern-local authoring or review product, not a new ontology, not a dispatch table, not a durable FPF record kind, and not a mandatory heavyweight project record. It becomes a durable FPF record only if another accepted pattern or accepted DRR explicitly admits it as one. It records only the trigger, the recovered FPF kind and relation set, the requirement from the governing FPF pattern, and the final rewrite disposition that must remain inspectable after the repair.
Minimum fields when FPF-governed:
Recover by sentence function and claim being made, not word form. For words such as source, support, status, valid, ready, approved, and used, first ask what the sentence would let the reader do or rely on: source-finding only, source availability, source use, evidence relation, gate passage, decision status, readiness threshold, work permission, assurance, engineering justification, or ordinary orientation. Then fill only the field whose FPF kind named by value, relation, or project-side reference is live.
Use the short form when only one field is live. Use the full record when several fields are live or when the phrase might otherwise create a grouped kind, hidden authority claim, project-side overclaim, conflict among publication, EntityOfConcern, and project-side action claims, contested source-use meaning, or procedure-like ordering of pattern applications.
General Recovery Check
Use this recovery check whenever text proposes a new term, repairs an episteme-publication-heavy term, asks for language precision, or relies on wording around PublicationUnit, EntityOfConcern, publication, view, face, carrier, source-side relation, receiving-side relation, publication face, EntityOfConcern, or bounded publication-unit status.
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Mode selection. Decide whether the current use is source-expression clarification over non-FPF prose or FPF-governed use. In source-expression clarification, preserve source-local nuance and do not force the whole source into FPF vocabulary. In FPF-governed use, the wording must satisfy
E.10and the governing patterns named by the recovery. -
E.10 trigger scan and head-kind recovery. Use
E.10:0.2as the shared trigger scan. Decide what the head noun names before accepting the phrase: EntityOfConcern, Description episteme, or Description episteme admitted for specification use,U.Episteme,U.View, publication form, generic publication face, MVPK face under E.17 constraints, carrier or rendering, project-side FPF kind and reference named by value,A.15.1datedU.Workoccurrence,A.6.Aaction invitation,A.2.9SpeechActRef,A.2.8U.Commitment,U.Method,U.MethodDescription, document with named source, evidence, architecture, reviewed publication, review packet, review record, or review state, or source-local ordinary sense. Apply EntityOfConcern and Description-episteme boundary and specification use, Context, Tech, Plain, and carrier humility rules before treating a word as meaning-bearing. -
F.18 naming pass when a stable term is being chosen. If the phrase is becoming a reusable head, fill at least the lightweight Name Card facts: Context, Kind, purpose and use-domain, local sense, candidate head families, NQD-front reasoning, sense-seed read-through, and the lexical Q tuple
{SemanticFidelity, CognitiveErgonomics, MorphologicalActionFit, AliasRisk}. Do not pick a label only because it is intuitive. Do not accept a replacement label until it passes theE.10:0.2replacement-candidate anti-umbrella rule. -
A.6.P relation-precision pass when a phrase carries relation, comparison, or action-invitation claim. Restore generic head kind first, then endpoint facets and kinds, then relation kind, slots, qualifiers, scope, time, viewpoint, and hooks for admissibility, evidence, and work. For
supportwording, do not stop at a substitute label: select the live support-like claim or relation underA.6.Pfirst, including source-description relation, EntityOfConcern or grounding-holon grounding, base relation throughA.6.6, evidence, assurance, causal-use, mathematical-lens, characteristic or measurement, admissible-use, work or enablement, or publication-companion use. If ambiguity remains, write a local Candidate-Set Note rather than debating synonyms. -
C.2.1 episteme-slot pass when the item is claim-bearing. Name
EntityOfConcern, grounding, ClaimGraph, viewpoint and view, reference scheme, representation scheme, and bounded context as far as the claim needs. Do not usePublicationUnitor a carrier word as a substitute episteme. -
E.17.0, E.17, MVPK publication pass when the item is published or reader-facing. Separate the underlying episteme or view,
U.EpistemePublication, publication form, generic publication face, MVPK face under E.17 constraints,PublicationUnit, carrier or rendering, and the project-side FPF kind and reference named by value when a project-side claim is live. A face, card, screen, or explanation can guide interpretation or source-finding without becoming evidence, work, gate passage, authority, or release permission. If those claims are live, filladmissibleUseandprojectSideFPFRefinstead of treating the generic publication face or MVPK face under E.17 constraints as the source value.
5a. Precision-restoration exit after source wording and current FPF wording recovery.
If source wording and current FPF wording, publication, carrier, face, or PublicationUnit recovery exposes architecture or structure wording, characteristic or scale wording, quality-term or evaluative characterization, function-like carrier wording, relation construction, controlled coarsening, naming, evidence, assurance, gate, work, decision, causal-use, release, mathematical-lens, or another neighboring claim, fill precisionRestorationExit with the pattern governing the recovered claim. Do not keep the neighboring claim inside C.2.P after this pattern has recovered the source wording, current FPF wording, and publication relation set.
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Remaining admissible reader move. After the kind, relation, publication, and project-side splits are recovered, state the remaining admissible reader move in one short line: what the working reader can now do, why the distinction still matters, or which named FPF pattern governs the claim being made. If both Tech and Plain registers are live, keep the Tech interpretation recoverable and make the Plain or didactic line map back to the recovered Tech kind, relation, or named FPF pattern application under
E.10:6.2. Do not make this a heavy form for ordinary prose: a Plain line that carries no FPF-governed use may stay ordinary; a Plain line that carries ontological, evidence, causal, assurance, bridge, gate, work, decision, or admissibility claim must be recoverable through the repaired Tech fields. If the repaired wording only proves that an overclaim was removed, but leaves no usable action, recognition reason, or FPF pattern application for the claim being made, do not classify the repair as recovered by value. -
Authority-changing rewrite boundary. If the result would rename an accepted FPF pattern, change an accepted FPF term, or mint a reusable FPF kind, this pattern only classifies the phrase as recovered by value or as an understandable FPF extension candidate. It does not make the authority change by itself. Use the accepted source that already carries the decision by value; do not add a second decision source merely to restate the same content.
Fail closed:
- if the kind and relation set cannot be recovered, keep the term as plain or informative prose;
- if the relation kind cannot be recovered, keep the statement as a cue or split alternatives;
- if the publication construction cannot be recovered, do not use that publication, generic publication face, MVPK face under E.17 constraints, form, carrier, or rendered unit for work, evidence, gate, or authority claims;
- fill
relationClaimSliceonly when a relation claim is live, and filladmissibleUseplusprojectSideFPFRefwhen an admissibility or project-side reliance claim is live; - if the recovered wording is type-correct but leaves no remaining admissible reader move, recognition reason, Tech-to-Plain mapping when both registers are live, or FPF pattern application, or if a Plain or didactic line supplies practical guidance through unrecovered ontological, evidence, causal, assurance, bridge, gate, work, decision, or admissibility claim, mark the rewrite incomplete or demote the phrase to reduced-use cue or blocked use before using it as claim-bearing FPF or project text.
Slash Discipline
In conventional abbreviations, source titles, mathematical notations, standards, URLs, file paths, and ordinary notations, a slash can be part of an accepted designation rather than a hidden FPF kind. In FPF-facing episteme and publication ontology, a slash is still a recovery trigger before it is a synonym marker unless the mark is part of such accepted notation, carrier syntax, or conventional designation.
Before leaving a slash expression in current prose, classify the expression as one of these cases:
- accepted notation or conventional designation: a standard name, source name, discipline abbreviation, established compound name, formula, ratio, fraction, unit, path-like quoted source token, title, product name, file path, URL, or quoted source wording where the slash is part of the accepted designation or carrier syntax; keep
ISO/IEC,ISO/IEC/IEEE,1/2, URLs, conventional abbreviations, and similar forms when the sentence uses them as notation; - a plain-language synonym pair with no ontology, authority, evidence, or admissibility claim;
- a lazy
and/or-style join that must be split or recovered before FPF-governed use; - a composite-kind candidate that needs
F.18andA.6.Precovery; - a relation claim that needs a
RelationKind, aQualifiedRelationRecord, or a multi-term relation phrase with typed endpoints, slots, qualifiers, scope, time, and viewpoint; - a tuple-like record that needs a named record kind and named slot semantics;
- a failed ontology signal where the sentence lists unlike values because the FPF kind under repair, relation record, relation phrase, tuple-like record, alternative-case disposition, or not-triggered disposition has not yet been recovered.
If the expression is not one of the safe notation, conventional-designation, carrier-syntax, quoted-source, or plain-language cases, do not keep the slash as final wording. Do not repair it by replacing the slash with one equally vague grouped word. Write the recovered FPF kind, relation record, relation phrase, tuple-like record, alternative-case disposition, or not-triggered disposition by value.
Unclear Source Meaning and FPF Extension Candidates
Sometimes the problem is not a bad word but one of two different cases:
- the intended claim cannot be determined from the surrounding source, current
FPFkinds, or current FPF episteme and publication ontology; - the claim is understandable, but current
FPFdoes not yet contain the kind, pattern, relation record, or method guidance needed to carry it.
Do not merge those cases.
An unclear claim is not current architecture truth merely because deleting it feels risky, and it must not be rewritten by guessing a likely author intention.
An understandable uncovered claim may be retained as a candidate FPF extension only when the problem situation, tempting overread, rejected current uses, current FPF gap, and the first user action that would improve are stated by value.
Classify the case explicitly:
- recovered by value: the text now names the exact
U.Episteme, selectedEntityOfConcern,U.View, publication form, generic publication face, MVPK face under E.17 constraints,PublicationUnit, carrier relation, relation record, relation phrase, tuple-like record, FPF pattern, document with named source, evidence, architecture, reviewed publication, review packet, review record, or review state, project-side FPF kind and reference named by value whenprojectSideFPFRefis live. The selected value is one live value, not the list:C.11ChoiceResult;C.11decision record;A.6.Aaction invitation;A.15U.WorkPlan;A.15.1datedU.Workoccurrence;U.Method;U.MethodDescription;A.20constraint or adjudication decision record;A.21GateDecision;A.21DecisionLogRef;A.10evidence path; typed evidence record;B.3assurance or engineering-justification record; typed status record whose FPF status pattern is named; carrier relation; front-end relation; or not-triggered alternative; - understandable FPF extension candidate: the thought is clear enough to state as a candidate new or amended FPF kind, pattern, relation record, method guidance, accepted
DRRcontent decision, or campaign-scoped content question, but it does not carry current authority, evidence, or admissibility claim until an accepted architecture decision, acceptedDRR, or accepted FPF pattern supplies that authority; - source wording without FPF-governed use: the phrase has no current authority, evidence, or admissibility claim;
- reduced-use cue: the phrase is kept only as a recognition cue or anti-case, not as a claim-bearing architecture decision;
- blocked use: the phrase is not admissible for claim-bearing architecture, pattern, or project text while the needed meaning, kind, or relation is missing.
- rewrite incomplete: the repaired wording may be kind-correct, but it does not yet state a remaining admissible reader move, recognition reason, Tech-to-Plain mapping when both registers are live, or FPF pattern application, or a Plain or didactic line carries ontological, evidence, causal, assurance, bridge, gate, work, decision, or admissibility claim that cannot be recovered from the Tech interpretation; continue repair or demote to a non-use disposition before the text has FPF-governed use.
These dispositions are recovery results, not a meta-governance authority over all of FPF.
When recovery names another FPF kind named by value, that FPF pattern governs that kind, its admissible use, and its conformance checks.
C.2.P may identify that A.10, A.15, A.15.4, A.20, A.21, B.3, C.11, F.9, E.17.EFP, E.17.ID.CR, or another governing FPF pattern is live.
It does not govern the recovered kind after that identification.
C.2.P only makes the kind under repair, relation, and use boundary explicit enough that the right governing pattern can be applied.
No other disposition is closed. In particular, "seems to mean", "probably about", a cleaner paraphrase, or a broad umbrella replacement is not a successful recovery.
Core Glossary
Cross-Side Fields That Must Stay Split
These fields are current episteme-publication precision vocabulary for DRR, architecture, and pattern-drafting work.
They exist to prevent one sentence from mixing FPF-side admissibility, project-side records, actual work or action, method selection, carrier access, and authority records.
They are local recovery aids, not FPF kinds, not record kinds, and not a universal record ontology.
Each field closes only by naming the FPF kind named by value, relation record, relation phrase, project-side FPF kind and reference named by value, or explicit non-use disposition that is live in the sentence.
The same local-aid rule applies to neighboring field names such as sourceRelationClass, explanationSourceRelationClass, comparativeRelationClass, representationValidityAdmissibilityValue, allowedUse, misuseRisk, and worldContactPolicy: they help record a local recovery or reader-use boundary, but they do not become kinds. These local fields do not instantiate evidence, gate, assurance, work, commitment, speech act, decision, release, authority, representation kind, world-contact kind, or policy kind. Read allowedUse as a local reader-fit field under admissibleUse, not as permission, evidence relation, or authority.
Episteme, Publication, and Carrier Distinctions
Trigger Boundary
Lexical trigger scanning and direct known governing-pattern selection are governed by E.10:0.2, E.10:0.2a, E.10:0.2b, E.10:0.2c, and E.10:0.2d.
This pattern is applicable after that scan only when the governing pattern cannot yet be selected directly because the sentence still confuses source wording, claim-bearing episteme, publication or carrier construction, project-side reliance, pattern-application wording, or use or non-use disposition.
When this pattern is applicable, do not restart from word taste. Keep the E.10 trigger result as input and recover source-expression clarification, FPF-governed use, live episteme-publication relation set, use disposition, and remaining admissible reader move.
Current Preferred Vocabulary
Use PublicationUnit when the intended entity is a bounded, human-inspected unit inside a publication.
Do not use it for UI behavior, carrier behavior, front-end behavior, file identity, dashboard behavior, or export behavior; use A.7, carrier wording, front-end wording, or the FPF governing pattern named by value instead.
Use the current cluster names directly: PublicationUnit Stability Discipline, Local Head Restoration, and PublicationUnit Primary EntityOfConcern Discipline.
When the live entity is a bounded unit inside a publication, use PublicationUnit; when the live entity is authoring or editing work, name that work directly.
Use EntityOfConcern, EntityOfConcernRef, and publicationUnitPrimaryEntityOfConcern when local wording means the EntityOfConcern named by a claim-bearing episteme or episteme-lane view, or the primary entity of concern stabilized by one bounded publication unit over that carried item.
For describedEntity, DescribedEntityRef, primary described entity, EntityOfInterest, or EoIClass, use EntityOfConcernSlot, entityOfConcernRef, EntityOfConcernRef, EntityOfConcernChangeMode, EntityOfConcernClass, publicationUnitPrimaryEntityOfConcern, or the local FPF kind named by value. If no claim-bearing episteme or episteme-lane view is live, use an non-claim-bearing kind named by value or plain topic or subject instead of inventing an EntityOfConcernRef.
Use ordinary topic, subject, or local referent only in non-normative explanatory prose where no episteme slot, publication construction, or authority relation is being asserted.
Do not mint any other new reusable FPF name from this pattern alone. PublicationUnit is governed by the E.17.AUD cluster named PublicationUnit Stability Discipline; this pattern recovers bounded-publication-unit wording into that head when the entity is live and points to that cluster for governance. FPF-governed uses keep the nearby definition or explicit publication relation set.
F.18 And A.6.P Admission Interpretation For PublicationUnit
This is the F.18 and A.6.P name interpretation that this pattern reflects from the selected E.17.AUD cluster correction.
It records why PublicationUnit is the selected bounded publication-unit head for the E.17.AUD cluster, while C.2.P remains the epistemic precision-restoration pattern.
Epistemic Precision Restoration After E.10
Lexical trigger rewrite rules are governed by E.10:0.2b, E.10:0.2c, and E.10:0.2d.
Use this pattern after those rules only when one of these remains unresolved:
- source-expression clarification versus FPF-governed use;
- source-local meaning versus current FPF wording;
- claim-bearing episteme versus publication, view, face, carrier, or publication unit;
- EntityOfConcern, grounding relation, or source cue versus project-side evidence, work, gate, decision, assurance, method, action, release, or engineering justification;
- declarative FPF pattern application versus project work or control flow;
- use disposition: recovered by value, reduced-use cue, understandable FPF extension candidate, blocked use, rewrite incomplete, or not triggered;
- remaining admissible reader move or Tech-to-Plain mapping after epistemic precision repair.
When none of these remains unresolved, apply the governing pattern selected by E.10 directly.
Rewrite Execution Modes
Use the smallest sufficient mode that preserves the distinction. The template is an epistemic precision device, not a form to fill for every ordinary wording cleanup.
Local prose cleanup
Use this mode when the phrase under repair is non-normative local prose and does not carry ontology, authority, review scope, release state, admissibility, or a reusable name.
Action: rewrite directly or leave it unchanged. No table row is required.
Compact epistemic precision-restoration row
Use a compact row for ordinary architecture and source-basis or review-basis document cleanup where a sufficient FPF kind, relation record, relation phrase, or tuple-like record can be recovered without minting a new FPF head.
Full epistemic precision-restoration check
Use the full check when the wording may change ontology, introduce or retire a reusable head, change a claim-bearing pattern or document with named source, evidence, architecture, or reviewed publication, review packet, review record, or review state, or resolve a contested source-meaning problem.
Epistemic Precision-Restoration Note
Use an epistemic precision-restoration note only when wording carries ontology, authority, evidence, or admissibility claim. The note records the original phrase, recovered FPF kind or relation, reference named by value when live, project-side FPF kind and reference when live, remaining admissible reader move, and disposition: recovered by value, extension candidate, reduced-use cue, blocked use, rewrite incomplete, or not triggered.
Ordinary Completion and Reopen Boundary
A C.2.P application is complete for ordinary pattern-authoring use when the smallest sufficient product is present:
E.10trigger result is kept as input and the text does not restart from word taste;- the wording is either left ordinary, repaired locally, expressed as a compact epistemic precision-restoration row, or escalated to the full check because the claim being made requires it;
- the recovered episteme, publication, view, face, carrier, publication unit, EntityOfConcern, grounding relation, project-side reference, or use disposition is named by value;
- every relation-like slice that remains live is assigned to
A.6.Por its retained specialization, rather than being hidden inside this pattern; - the remaining admissible reader move survives in ordinary prose or the wording is explicitly demoted to reduced-use cue, blocked use, rewrite incomplete, or not triggered.
Use the lowest sufficient product. A clean sentence is enough when one sentence recovers the claim being made. Use a compact row when the reader must inspect one recovered kind, relation, or disposition later. Use the full check only when several fields are live, when source wording's FPF use is contested, when a durable name may be minted, or when a publication, carrier, or project-side overread would otherwise survive.
This pattern can be applied to its own wording at the same lowest sufficient mode. If C.2.P text itself blurs a source expression, publication construction, pattern application, relation slice, or project-side reliance claim, repair that local wording here; do not create a recursive pattern-quality apparatus.
Reopen or lower a prior C.2.P repair when one of these content discoveries appears:
- the replacement head is another umbrella word such as
support,surface,route,kind,object,record,map, ormappingwithout FPF kind named by value and boundary; - the repaired wording is type-correct but no longer tells the working reader what action, non-use, or neighboring-pattern application remains;
- a neighboring pattern is now the true governing pattern for the live evidence, assurance, gate, work, decision, publication, architecture, structure, relation, or naming claim;
- an entry cue, ToC row, summary, dashboard, retrieval snippet, or source-basis note preserves the pre-repair broad interpretation after the pattern body was repaired;
- repeated use shows that authors are filling the full check where a local sentence or compact row would suffice.
The ordinary stop condition is local: once the current sentence or bounded publication unit preserves kind, relation, use disposition, and remaining admissible reader move, stop. Do not keep improving wording merely because a more elaborate record could be filled.
Archetypal Grounding
Boundary and Anti-Cases
Transfer Coverage
C.2.P is intentionally narrow but must transfer across three recurrent publication situations:
- FPF-side drafting: pattern text,
DRRtext, source-basis notes, review-basis notes, and pattern-host prose; - project-side publication: dashboards, explanations, cards, documents, front-ends, rendered files, and generated summaries used around evidence, work, gates, decisions, assurance, or methods;
- external source-use clarification: seminar fragments, papers, reviews, standards, and tool outputs being clarified before possible FPF use.
In all three situations the same invariant holds: recover the distinction between source wording and current FPF wording, claim-bearing episteme, publication or carrier construction, relation-like slice, neighboring pattern governing that claim, and remaining admissible reader move before accepting the wording as current FPF text.
Bias-Annotation
Conformance Checklist
Current Scan Boundary
Lexical trigger scanning is governed by E.10:0.2, E.10:0.2a, E.10:0.2b, E.10:0.2c, and E.10:0.2d.
C.2.P conformance begins only when the E.10 result is epistemic precision restoration required or combined precision restoration required, or when non-FPF source text is being unpacked before possible FPF transfer.
Do not copy the E.10 trigger list into this pattern as a second registry. Use the E.10 result as input and recover source-expression unpacking mode, FPF-governed use mode, live episteme-publication relation set, use disposition, and remaining admissible reader move. When the relation-bearing slice is live, A.6.P remains a separate required precision-restoration pattern.
Common Anti-Patterns and How to Avoid Them
Consequences
Operating Consequence
For new episteme-publication precision prose:
- start from FPF kinds and relations, not from familiar publication nouns and document nouns;
- use
PublicationUnitfor bounded publication units; - use
EntityOfConcernandEntityOfConcernRefwhen the episteme slot is live, and translatedescribedEntitysource wording to the adopted EntityOfConcern family before FPF-governed use closure; - keep publication form, generic publication face, MVPK face under E.17 constraints, view, carrier, document with named source, evidence, architecture, reviewed publication, review packet, review record, or review state, and project-side FPF kind and reference named by value separate;
- name
relationClaimSlice,admissibleUse, andprojectSideFPFRefseparately when more than one is live; - classify heterogeneous kind lists before writing a sentence that depends on them;
- say that FPF patterns are applied in problem situations, not called or routed as procedures;
- leave accepted FPF names untouched unless a separate accepted naming decision authorizes a rename.
Operationally, each rewrite should:
- separate FPF-side episteme and publication context from project-side episteme and publication context whenever both are present;
- name
relationClaimSlice,admissibleUse, andprojectSideFPFRefseparately when a publication, display, cue, or explanation is treated as evidence, gate, constraint, adjudication, decision-making reliance, work permission, assurance, or engineering justification; - classify heterogeneous lists before naming them: one kind under repair, relation set, tuple-like record, alternative cases, not-triggered alternatives, or failed ontology;
- say that FPF patterns are applied in problem situations, while project records, publications, views, carriers, and actions are worked with in project practice;
- avoid strength metaphors unless the characteristic, scale, threshold, evidence class, or admissibility relation is named.
For cleanup of existing conformant texts:
- do not do a global string replacement;
- classify each unclear term occurrence by the smallest sufficient rewrite mode;
- use the full epistemic precision-restoration check only when ontology, reusable naming, FPF pattern text, or source-bearing project text is live;
- do not rename accepted FPF patterns from this pattern alone.
Rationale
FPF already contains the relevant ontology. The recurring defect was not lack of concepts but ad hoc wording that bypassed them: source, target, surface, object, host, route, supported use, and similar trigger terms packed several FPF kinds and relations into one convenient phrase; they are examples of wording to unpack, not live replacement vocabulary.
The correct repair is therefore not a new umbrella. It is a disciplined recovery action: use E.2, E.10, F.18, A.6.P, A.7, C.2.1, E.17.0, E.17, and MVPK together until the sentence says which EntityOfConcern, relation, publication, view, carrier, record, work, action, or pattern application it means.
Because E.2 governs all normative FPF patterns, epistemic precision is not a value apart from P-2 Didactic Primacy. An epistemic precision restoration may be stricter than the original wording, but if it turns FPF-governed reader-facing problem text into a kind inventory with no working situation or first useful move, it has not landed the FPF repair. The remedy is not expressive license and not metaphor removal; the remedy is admissible recognition wording whose claim being made remains recoverable through the Tech interpretation or a named FPF pattern application.
The detailed rules remain in ordinary pattern sections, so the pattern is usable as FPF guidance rather than as an external glossary container.
SoTA-Echoing
C.2.P does not claim to replace semiotics, terminology science, document engineering, or ontology engineering. Its claim being made is narrower: episteme-publication-heavy conformant text must recover accepted FPF kinds and relations before it is rewritten, so that episteme, publication, view, carrier, naming, relation, and project-side records are not replaced by ad hoc words.
Full external SoTA comparison is therefore not the governing evidence mode for this architectural precision-restoration pattern. A reduced external practice set is still required because the pattern governs terminology drift and epistemic precision restoration. The reduced set is admitted for the recovery discipline; it does not create a new ontology and does not outrank the FPF patterns named below.
External-practice boundary. External traditions are admitted only through the local FPF invariant named by value they sharpen. Object-oriented modeling and OWL-style ontology modeling do not become the default repair for vague FPF wording. Architecture-description standards help keep views, viewpoints, concerns, and descriptions explicit. Explainability and NLP faithfulness work helps prevent explanation laundering. RAG evaluation helps separate retrieval evidence, source availability, and answer trust. Quality-diversity and multi-objective search help avoid premature scalarization in candidate selection. None of these traditions becomes FPF ontology, FPF authority, or a universal pattern-quality benchmark.
Internal FPF Governing Patterns
The current FPF corpus already has explicit governing patterns for this discipline:
E.10supplies the head-kind, term, morphology, register, and forbidden-umbrella discipline.E.10.D2gives the "thing vs words vs rules" discipline and the carrier humility rule.F.18gives the local-first naming protocol: Context, Kind, purpose and use-domain, local sense, candidate head families, NQD-front, semantic read-through, and lexical Q components before one label becomes a reusable head.A.6.Pgives the relation-precision restoration method: restore generic head kind, build candidate sets for endpoint kinds and relation kinds, select kind-explicit slots and qualifiers, then allow guardrailed wording.C.2.1gives the episteme slot graph and selectedEntityOfConcerndiscipline.A.7keeps EntityOfConcern, Description episteme, and publication carrier distinct.E.17.0,E.17distinguish views, viewpoints, MVPK faces, publication forms, and publication projections.A.15.4is a good current pattern example of keeping encountered publication, display, or cue items distinct from the project-side FPF kind and reference named by value that makes work or reliance admissible.A.16,A.16.0,A.19,B.2.5,C.27, andA.3.3provide the movement, control, and temporal machinery used when episteme-publication prose talks about route, trajectory, movement, cadence, or dynamics.E.19already treats terminology and sentence-level precision restoration as required review checks, not editorial polish.A.6.Acarries action-invitation discipline when a publication, representation, or cue invites an action without itself becoming authority, evidence, gate passage, or work completion.C.11carries decision-making and decision-record discipline when the question under repair is a decision rather than generic action.A.15andA.15.4split role, method, work-plan, and actual-work alignment from work-relevant source restoration, so episteme-publication prose must not letA.15become a universal episteme-publication governing pattern.E.9is the campaignDRRpattern for campaign-level content decisions;E.11is only for entry-discoverability situations and must not organize an episteme and publication repair by default.
The internal FPF governing patterns remain primary:
This reduced external-practice set changes the Solution in one practical way: an epistemic precision restoration cannot close merely because the replacement wording sounds cleaner. It closes only when the FPF kind, relation, admissible use, and any governing-pattern application is recoverable by value; otherwise the wording is blocked or becomes a candidate for a separate FPF-kind decision.
E.19 Review Profile Carry-Through
Run PCP-TERM when the repair changes episteme-publication-heavy naming, umbrella words, slash compounds, trigger-word replacements, or relation wording.
Run PCP-BRIDGE when the repair imports terms, claims, norms, or authority expectations across contexts, disciplines, reference schemes, publication forms, or project record kinds.
Run PCP-ENTRY only when the repair changes which FPF pattern a working reader should apply in a problem situation. Do not use PCP-ENTRY as a substitute for the epistemic precision restoration itself.
Run PCP-PRAG when the repair changes reader action, practical payoff, or what the working reader can safely do next. A type-correct but inert repair fails this line even when every recovered kind is technically right.
When the repair changes evidence, proof, witness, grounding, explanation, gate, release, or engineering-justification claims, apply the governing FPF pattern for that claim (A.10, E.17.EFP, A.20, A.21, B.3, or another governing pattern when live) and select the live E.19 profile by the changed pattern claim. Do not mint a local evidence-review profile inside C.2.P.
Relations
- Builds on:
E.2Pillars, especiallyP-2 Didactic Primacy;E.10,E.10.ARCH,A.7,F.18,A.6.P,C.2.1,E.17.0,E.17, MVPK, andA.6.A. - Coordinates with:
E.6,E.7,E.8,E.9,E.12,E.19,A.10,A.15,A.15.4,B.3,A.20,A.21,A.6.F,A.6.3.CSC,A.6.3.CR,A.6.3.RT,C.30.P,C.16.P,C.16.Q,E.17.EFP, andE.17.ID.CR. - Does not replace:
E.10general lexical rules,F.18naming protocol,A.6.Prelation precision, or local episteme and publication patterns. It tells authors when those patterns must be applied to episteme-publication-heavy wording.
C.2.P:End
Last Updated: 2026-05-31 — this section last modified in upstream FPF commit 16cd3138 (github.com/ailev/FPF)