Library / First Principles Framework (FPF) - Core Conceptual Specification
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I.2 - Choose a First Pattern: Expanded Entry Disambiguation Cases

I.2 is the canonical publication unit for ExpandedEntryDisambiguationCase entries in this architecture. An I.2 item expands one compact E.11-distributed entry cue, README scenario, ToC query cue, or local pattern Problem frame when first-pattern choice is high-risk, often misclassified, repeatedly failed, retrieval-facing, or too dense for compact guidance. Its E.11 use is limited to disambiguation, wrong-pattern rejection, entry-load reclassification, and admissible entry stop.

An ExpandedEntryDisambiguationCase is a bounded entry case. It is not U.Work, not a workflow, not a route script, and not an execution trace.

I.2 carries expanded disambiguation only when README scenarios, ToC query cues, E.11 entry-distribution cues, or local Problem frame recognition are insufficient for one high-risk, often-misclassified, repeatedly failed, retrieval-facing, or materially new first-entry pattern-comparison set. A compact entry cue plus the pattern Problem frame is a complete admissible entry result when it is enough.

Each expanded entry-disambiguation case keeps recoverable:

  • Case signal
  • Initial uncertainty
  • Plausible candidate patterns
  • Tempting wrong pattern, wrong defining episteme, or false family
  • Disambiguating fact
  • Recognition repair or entry-load reclassification
  • Actual governing FPF pattern body or projection role
  • Admissible entry stop
  • What not to infer

I.2.1 - Project alignment

  • Case signal: “We keep mixing responsibility, method, plan, and what actually happened.”
  • Posture: compact-index-only is normally sufficient.
  • Initial uncertainty: the reader may think FPF starts with the whole specification, but the entry load is narrower: align context, roles, method vocabulary, work vocabulary, and actual execution.
  • Plausible candidate patterns: A.1.1, A.15, A.15.2, A.15.3, B.5.1.
  • Nearby patterns: F.11 for method vocabulary and work vocabulary; F.9 for cross-context sense Bridges; F.17 for an early term sheet when vocabulary is the live stabilizing result.
  • Tempting wrong pattern: treat F.17 or E.9 as a universal first stop.
  • Actual governing FPF pattern body or projection role: A.15 and its neighbors govern the role, method, plan, and run split; F.17 is a stabilizing lexical projection, not the whole alignment governing pattern.
  • Admissible entry stop: the reader has opened the right alignment governing pattern or has enough first shared vocabulary to proceed.
  • What not to infer: no universal first chain is implied.

I.2.2 - Partly-said cue and language-state discovery

  • Case signal: “This phrase matters, but it is not yet a claim.”

  • Initial uncertainty: the reader can be seeing one cue, one early language-state requirement, one publication seam, or one L/A/D/E-classified claim family.

  • Plausible candidate patterns: C.2.LS, A.16, A.16.1, A.16.2, B.4.1, B.5.2.0.

  • Tempting wrong pattern: harden the cue into A.6.P, C.16.Q, A.6.A, or C.25 before it is stable enough to be a claim, action, or quality object.

  • Disambiguating fact: the phrase still needs preservation and entry-load typing; it is not yet an endpoint claim.

  • Decision movement: if the phrase is still a cue, use A.16 to identify the next language-state move; use A.16.1 for early preservation and B.4.1 when route plurality or selection needs publication after stabilization; if it is already a boundary claim, inspect A.6.B / A.6.C; if it is being forced into a quality endpoint or action-invitation endpoint too early, reject C.16.Q, A.6.A, and C.25 for now.

  • Actual governing FPF pattern body or projection role: A.16 governs the next language-state move and A.16.1 early cue preservation; B.4.1 governs explicit route publication after stabilization, and C.2.LS applies when a U.Episteme publication needs an explicit language-state facet profile; A.6.B / A.6.C become first governing patterns only after boundary claim structure is actually being made.

  • Admissible entry stop: cue preserved, entry plurality opened, or entry-load reclassified into the right boundary-claim pattern.

  • What not to infer: do not recast the cue as a finished requirement, work record, quality claim, or action invitation too early.

I.2.3 - Boundary unpacking and claim decomposition

  • Case signal: “The API or contract-language description says X.”
  • Initial uncertainty: the reader may be seeing one boundary description, an admissibility gate, a duty, an evidence claim, an action invitation, or an interface/access note.
  • Plausible candidate patterns: A.6, A.6.B, A.6.C.
  • Nearby patterns: A.6.RSIG if first-contact recognition is still live; A.6.P when relation wording hides participants or predicate; C.16.Q for overloaded quality wording; A.6.A for action invitation wording; E.17 for reader-facing publication of an already accepted engineering account, E.17.0 for view recognition, and E.24.PUB when publication occurrence, form, or carrier matters.
  • Tempting wrong pattern: treat an API/access phrase as a promise of downstream effect, or treat one boundary phrase as a complete Contract Bundle.
  • Disambiguating fact: the sentence mixes admissibility, gate, duty, evidence, and action-invitation claims, or the encountered description’s defining U.Episteme is not yet clear.
  • Recognition repair or entry-load reclassification: use A.6.RSIG if the first question is “what description is this?”; otherwise inspect A.6.B / A.6.C for atomic boundary claim structure.
  • Actual governing FPF pattern body or projection role: A.6.B and A.6.C govern L/A/D/E-classified claim decomposition; A.6.RSIG only governs first-contact description recognition.
  • Admissible entry stop: boundary claim pattern opened, or one Claim Register or L/A/D/E-classified atomic claim set is ready for the next governing FPF pattern.
  • What not to infer: one contract-language or API cue does not by itself create one work action, quality claim, or evidence relation.

I.2.4 - Admissible comparison, candidate-pool policy, selection, and selected-set declaration or publication

  • Case signal: “We need a shortlist, not one winner.”

  • Initial uncertainty: the live entry load can be comparison substrate, candidate-pool policy, one local choice, call planning, or selected-set declaration or publication.

  • Plausible candidate patterns: A.19.CN, A.17-A.19, C.18, C.19, G.0, G.5.

  • Nearby patterns: C.11 if the entry load narrows to one local decision doctrine; C.24 after the action or option is fixed and a call plan or checkpoint return is needed; A.19.CPM and A.19.SelectorMechanism if comparator/selector structure is live.

  • Tempting wrong pattern: treat C.11 as the first governing pattern while the real entry load is candidate-pool policy, selector-facing set declaration, or publication.

  • Disambiguating fact: the current question concerns a governed set or shortlist, its selector-facing declaration, or its publication, rather than choosing one single winner.

  • Decision movement: for generation and archive/front stewardship while forming the pool, inspect C.18; for policy over still-live candidates, inspect C.19; to declare the selector-facing set result, inspect G.5; to make that declared result available, inspect E.24.PUB; for one local choice, inspect C.11; after the action or option is fixed, inspect C.24 if tool or service call planning is missing, including calls for an already chosen comparison.

  • Actual governing FPF pattern body or projection role: C.18 for generation and archive/front stewardship; C.19 for live-pool policy; G.5 for selector-facing set declaration; E.24.PUB for publication availability; C.11 for local choice; C.24 for call-planning/checkpoint-return after the action or option is fixed.

  • Admissible entry stop: the correct first governing pattern is opened, or an admissible candidate-pattern set is stabilised without implying sequence.

  • What not to infer: do not force a one-winner answer when the honest output is still a governed selected set.

I.2.5 - Generator, SoTA, or Portfolio Kit

  • Case signal: “We need a reusable search/harvest/portfolio scaffold, not one recommendation.”
  • Posture: compact-index-only is normally sufficient unless repeated misclassification makes an expanded entry-disambiguation case necessary.
  • Initial uncertainty: the reader can confuse generator/scaffold authoring with one-off recommendation, one comparison, one selected-set declaration or publication, or tooling choice.
  • Plausible candidate patterns: A.0, G.0, G.1, G.2, G.5.
  • Nearby patterns: B.5.2.1 and C.17-C.19 when creative search, novelty, or explore/exploit policy is already central; G.10 or G.11 when shipping or refresh is live.
  • Tempting wrong pattern: jump to selected-set declaration in G.5, publication, or a local selector before the reusable generator/SoTA scaffold is declared.
  • Disambiguating fact: the generator, SoTA, or portfolio kit must be reusable across searches, portfolios, or updates.
  • Actual governing FPF pattern body or projection role: G.1 and G.2 for generator and SoTA support; G.5 for selector-facing set declaration; E.24.PUB when making that result available.
  • Admissible entry stop: scaffold/generator pattern body opened, or portfolio set-result or publication pattern identified.
  • What not to infer: not every generator/SoTA entry load is a tool implementation or one immediate publication obligation.

I.2.6 - Same-entity rewrite, explanation, and comparative reading

  • Case signal: “We need to explain the same EntityOfConcern for another audience.”
  • Initial uncertainty: explanation, rendering, repair, representation transition, and comparison are all nearby, and the reader can accidentally mint one second EntityOfConcern.
  • Plausible candidate patterns: A.6.3.CR, A.6.3.RT, E.17.EFP, E.17.ID.CR.
  • Nearby patterns: E.17.AUD.LHR for pressured-head local repair; E.17.AUD.OOTD for PublicationUnit stability.
  • Tempting wrong pattern: explanation-as-new-object or repair-as-second-rule track.
  • Disambiguating fact: the EntityOfConcern remains the same; only rendering, reading posture, or explanatory framing changes.
  • Recognition repair or entry-load reclassification: move toward same-entity rewrite or explanation-facing rendering while rejecting second-object drift.
  • Actual governing FPF pattern body or projection role: A.6.3.CR for same-entity retextualization, A.6.3.RT for representation transition, E.17.EFP for explanation-facing rendering, E.17.ID.CR for bounded comparative reading.
  • Admissible entry stop: same-entity rewrite opened or explanation-facing rendering stabilized with source pins.
  • What not to infer: explanation or comparison does not by itself justify a second semantic track.

I.2.7 - Temporal claim adequacy: state -> rate -> Dyn2

  • Case signal: “Adding review capacity for two sprints will double backlog reduction rate.”
  • Initial uncertainty: the reader may be seeing ordinary prose; a state reading or snapshot, measured rate, or intervention-sensitive temporal claim; a benchmark, quality, viability, causal, evaluation, or dynamics-law claim; a promise; or a residual QL question.
  • Plausible candidate patterns: C.27, C.16, A.3.3, B.1.4, B.1.6, C.24, G.9, C.25, C.26.3, C.26.
  • Tempting wrong pattern: treat every speed or rhythm word as C.27, or treat every C.27 card as benchmark proof, causal proof, service promise, quality claim, viability claim, reusable transition law, or QL activation.
  • Disambiguating fact: the phrase changes admissible use only when effort, window, resistance or cost, basis, and reopen condition matter for action.
  • Recognition repair or question reclassification: keep a snapshot as Dyn0; keep a measured trend or rate as Dyn1 and inspect C.16 when measurement construction or comparability is live; use Dyn2TemporalClaimAdequacyCard when the intervention-sensitive temporal claim itself changes admissible use; move the other question to the named FPF pattern that governs it.
  • Actual governing FPF pattern or projection role: C.27 carries authored temporal-claim adequacy; C.16 carries measurement construction and comparability; A.3.3 carries reusable transition law or formal dynamics model; G.9 carries benchmark parity; C.25 first checks whether one Characteristic and Scale suffice for the quality claim and uses a bundle only when differently typed contributors jointly determine it; C.26.3 carries viability diagnosis and, when selected, boundary regulation; C.26 carries a QL reading only when an exact contextual-model obstruction remains after the applicable ordinary subject assertion and predicate are in place.
  • Admissible entry stop: ordinary prose, Dyn0, Dyn1 with C.16 when measurement construction or comparability is live, a local Dyn2TemporalClaimAdequacyCard, a boundary-crossing Dyn2TemporalClaimProfile, or a named neighboring FPF pattern relation.
  • What not to infer: faster is not automatically better, a velocity target is not proof of improvement, a dynamic benchmark is not benchmark superiority, and a rhythm or inertia word does not by itself mint a new dynamics object.

I.2.8 - Causal-use and counterfactual-support repair

  • Case signal: “This policy would have prevented harm”, “this intervention caused the improvement”, “this fairness result is causal”, “this method is better on counterfactual outcomes”, or “these simulated counterfactuals prove the decision”.
  • Initial uncertainty: the reader may be seeing association, a metric disparity, temporal change, method execution, work-plan use, work occurrence, simulation output, deontic boundary language, or a real causal-use claim.
  • Plausible candidate patterns: C.28, A.10, B.3, C.11, C.19, C.24, C.26, C.27, D.5, G.5, G.9, A.15, A.3.2, A.6, C.16.
  • Tempting wrong pattern: use D.5 to treat metric fairness as causal fairness; use G.9 to compare methods across different causal rungs; use C.26 to hide a causal-support question under quantum-like wording; use C.27 to treat rate change as causal effect; use A.15 or A.3.2 to treat a sampling method, intervention procedure, or target-trial recipe as causal support by itself; use A.6 to turn causal evidence into a duty or release gate.
  • Disambiguating fact: the decisive question is not whether a causal-looking word appears. It is whether publication, choice, deployment, assurance, audit, benchmarking, or method dispatch relies on causal support governed by C.28: effect, intervention success, counterfactual comparison, causal fairness, policy optimality, causal evidence support, off-policy/causal-RL evaluation, or causal method superiority.
  • Recognition repair or question reclassification: if only a measured value is live, repair in C.16; if only rate, trend, or temporal adequacy is live, repair in C.27; if only method, work, or work-plan structure is live, repair in A.15 and A.3.2; if only boundary duty or agreement language is live, split with A.6; if residual QL modeling is the live question, use C.26 only when an exact contextual-model obstruction still changes inference or action after the applicable ordinary subject assertion and predicate are in place.
  • Actual governing FPF pattern body or projection role: C.28 carries causal-use question, causality-ladder rung, claim kind, causal estimand, identification, counterfactual sampling realizability, causal support components, one causal-use support result, supported use, and unsupported use. A.10 governs the relied-on evidence/provenance paths; B.3, D.5, G.5, and G.9 use the C.28 support result when the current downstream question is respectively assurance, ethical/fairness audit, method dispatch, or benchmark parity.
  • Admissible entry stop: a cheap downgrade sentence, a local CausalUseTriageRecord, a local or durable CausalUseEvidenceDesignRecord, a CausalUseSupportResult, or a named neighbor-pattern use that cites C.28 without claiming broader authority.
  • What not to infer: a randomized procedure is not automatically counterfactual support; a simulation is not realized counterfactual data; a target-trial phrase is not proof of identification; a fairness metric is not causal fairness; a method benchmark is not comparable if methods sit on different causal rungs or estimands; and a causal-use support result does not by itself create a duty, promise, commitment, release gate, or admissibility predicate.

I.2:End

Referenced in the corpus

44 literal mentions in other sections. Read their context to establish the relation.