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 signalInitial uncertaintyPlausible candidate patternsTempting wrong pattern, wrong defining episteme, or false familyDisambiguating factRecognition repair or entry-load reclassificationActual governing FPF pattern body or projection roleAdmissible entry stopWhat 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.11for method vocabulary and work vocabulary;F.9for cross-context sense Bridges;F.17for an early term sheet when vocabulary is the live stabilizing result. - Tempting wrong pattern: treat
F.17orE.9as a universal first stop. - Actual governing FPF pattern body or projection role:
A.15and its neighbors govern the role, method, plan, and run split;F.17is 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
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Case signal: “This phrase matters, but it is not yet a claim.”
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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.
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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, orC.25before 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.
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Decision movement: if the phrase is still a cue, use
A.16to identify the next language-state move; useA.16.1for early preservation andB.4.1when route plurality or selection needs publication after stabilization; if it is already a boundary claim, inspectA.6.B/A.6.C; if it is being forced into a quality endpoint or action-invitation endpoint too early, rejectC.16.Q,A.6.A, andC.25for now. -
Actual governing FPF pattern body or projection role:
A.16governs the next language-state move andA.16.1early cue preservation;B.4.1governs explicit route publication after stabilization, andC.2.LSapplies when aU.Epistemepublication needs an explicit language-state facet profile;A.6.B/A.6.Cbecome 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.
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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.RSIGif first-contact recognition is still live;A.6.Pwhen relation wording hides participants or predicate;C.16.Qfor overloaded quality wording;A.6.Afor action invitation wording;E.17for reader-facing publication of an already accepted engineering account,E.17.0for view recognition, andE.24.PUBwhen 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.Epistemeis not yet clear. - Recognition repair or entry-load reclassification: use
A.6.RSIGif the first question is “what description is this?”; otherwise inspectA.6.B/A.6.Cfor atomic boundary claim structure. - Actual governing FPF pattern body or projection role:
A.6.BandA.6.Cgovern L/A/D/E-classified claim decomposition;A.6.RSIGonly 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
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Case signal: “We need a shortlist, not one winner.”
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Initial uncertainty: the live entry load can be comparison substrate, candidate-pool policy, one local choice, call planning, or selected-set declaration or publication.
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Plausible candidate patterns:
A.19.CN,A.17-A.19,C.18,C.19,G.0,G.5. -
Nearby patterns:
C.11if the entry load narrows to one local decision doctrine;C.24after the action or option is fixed and a call plan or checkpoint return is needed;A.19.CPMandA.19.SelectorMechanismif comparator/selector structure is live. -
Tempting wrong pattern: treat
C.11as 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.
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Decision movement: for generation and archive/front stewardship while forming the pool, inspect
C.18; for policy over still-live candidates, inspectC.19; to declare the selector-facing set result, inspectG.5; to make that declared result available, inspectE.24.PUB; for one local choice, inspectC.11; after the action or option is fixed, inspectC.24if tool or service call planning is missing, including calls for an already chosen comparison. -
Actual governing FPF pattern body or projection role:
C.18for generation and archive/front stewardship;C.19for live-pool policy;G.5for selector-facing set declaration;E.24.PUBfor publication availability;C.11for local choice;C.24for 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.
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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.5.2.1andC.17-C.19when creative search, novelty, or explore/exploit policy is already central;G.10orG.11when 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.1andG.2for generator and SoTA support;G.5for selector-facing set declaration;E.24.PUBwhen 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.LHRfor pressured-head local repair;E.17.AUD.OOTDforPublicationUnitstability. - 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.CRfor same-entity retextualization,A.6.3.RTfor representation transition,E.17.EFPfor explanation-facing rendering,E.17.ID.CRfor 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.16when measurement construction or comparability is live; useDyn2TemporalClaimAdequacyCardwhen 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.27carries authored temporal-claim adequacy;C.16carries measurement construction and comparability;A.3.3carries reusable transition law or formal dynamics model;G.9carries benchmark parity;C.25first checks whether one Characteristic and Scale suffice for the quality claim and uses a bundle only when differently typed contributors jointly determine it;C.26.3carries viability diagnosis and, when selected, boundary regulation;C.26carries 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.16when measurement construction or comparability is live, a localDyn2TemporalClaimAdequacyCard, a boundary-crossingDyn2TemporalClaimProfile, 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.5to treat metric fairness as causal fairness; useG.9to compare methods across different causal rungs; useC.26to hide a causal-support question under quantum-like wording; useC.27to treat rate change as causal effect; useA.15orA.3.2to treat a sampling method, intervention procedure, or target-trial recipe as causal support by itself; useA.6to 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 inC.27; if only method, work, or work-plan structure is live, repair inA.15andA.3.2; if only boundary duty or agreement language is live, split withA.6; if residual QL modeling is the live question, useC.26only 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.28carries 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.10governs the relied-on evidence/provenance paths;B.3,D.5,G.5, andG.9use theC.28support 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 durableCausalUseEvidenceDesignRecord, aCausalUseSupportResult, or a named neighbor-pattern use that citesC.28without 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.