GMEOW Epistemics Module

What This Slice Covers

This slice owns 24 terms and contributes 7 mapping or projection rows. Use it when its terms match the native fact you want to preserve; use the linkage tables to see how those facts leave GMEOW for consumer vocabularies.

Dependencies

Consumers

Local Map

epistemics map

Examples

Belief And Knowledge

# SPDX-FileCopyrightText: 2026 Blackcat Informatics® Inc. <paudley@blackcatinformatics.ca>
# SPDX-License-Identifier: CC-BY-4.0
#
# Worked example — the flat doxastic spine. An agent knowsThat one proposition
# (which ENTAILS believes by the keystone), believes a second, pragmatically
# accepts a third without believing it, and suspends judgement on a fourth.
# No truth bit anywhere; modality and vantage would ride the statement layer.

@prefix gmeow: <https://blackcatinformatics.ca/gmeow/> .
@prefix ex:    <https://example.org/> .
@prefix rdfs:  <http://www.w3.org/2000/01/rdf-schema#> .

ex:earthOrbitsSun  a gmeow:Proposition ; rdfs:label "the Earth orbits the Sun"@en .
ex:coffeeIsHealthy a gmeow:Proposition ; rdfs:label "coffee is healthy"@en .
ex:nullHypothesis  a gmeow:Proposition ; rdfs:label "the null hypothesis, assumed for the test"@en .
ex:lifeOnEuropa    a gmeow:Proposition ; rdfs:label "there is life on Europa"@en .

ex:ada a gmeow:Agent ;
    gmeow:knowsThat            ex:earthOrbitsSun ;   # entails gmeow:believes ex:earthOrbitsSun
    gmeow:believes            ex:coffeeIsHealthy ;
    gmeow:accepts             ex:nullHypothesis ;   # a working premise — NOT believed
    gmeow:suspendsJudgementOn ex:lifeOnEuropa .

Belief Revision

# SPDX-FileCopyrightText: 2026 Blackcat Informatics® Inc. <paudley@blackcatinformatics.ca>
# SPDX-License-Identifier: CC-BY-4.0
#
# Worked example — BELIEF REVISION as SUPPRESSION (Principle 10).
#
# An agent believes "the printer is broken" with high credence.
# Later a defeater arrives — "the document was never sent to the print queue" —
# an undercutting defeater: it removes the warrant without asserting the negation.
# Revision does NOT delete anything:
#   * the original DoxasticState is RETAINED;
#   * the original DoxasticTenure is CLOSED (endedAtTime) and marked displayable false;
#   * a new DoxasticState (lower credence / different modality) records the revision.

@prefix gmeow: <https://blackcatinformatics.ca/gmeow/> .
@prefix ex:    <https://blackcatinformatics.ca/gmeow/examples/epistemics/> .
@prefix rdfs:  <http://www.w3.org/2000/01/rdf-schema#> .
@prefix xsd:   <http://www.w3.org/2001/XMLSchema#> .

ex:operator a gmeow:Agent ;
    rdfs:label "Office operator"@en .

ex:propPrinterBroken a gmeow:Proposition ;
    rdfs:label "the printer is broken"@en .

# --- Original belief (high credence, unequivocal) -----------------------------
ex:originalBelief a gmeow:DoxasticState ;
    rdfs:label "original belief: the printer is broken"@en ;
    gmeow:epistemicAgent ex:operator ;
    gmeow:doxasticContent ex:propPrinterBroken ;
    gmeow:credence "0.92"^^xsd:decimal ;
    gmeow:doxasticClaim ex:originalClaim .

ex:originalClaim a gmeow:StandpointClaim ;
    rdfs:label "Original claim: printer is broken"@en ;
    gmeow:vantage ex:operator ;
    gmeow:observedFeature ex:propPrinterBroken ;
    gmeow:claimModality gmeow:unequivocal ;
    gmeow:observationMethod gmeow:methodExpertJudgement .

ex:originalTenure a gmeow:DoxasticTenure ;
    rdfs:label "Original tenure of the 'printer is broken' belief"@en ;
    gmeow:tenureOfDoxasticState ex:originalBelief ;
    gmeow:duringInterval ex:originalInterval .

ex:originalInterval a gmeow:TimeInterval ;
    gmeow:startedAtTime "2026-06-15T11:00:00Z"^^xsd:dateTime ;
    gmeow:endedAtTime   "2026-06-15T11:18:00Z"^^xsd:dateTime ;
    gmeow:hasTemporalFrame gmeow:temporalFrameUTCGregorian .

# --- Suppression of the withdrawn original tenure -----------------------------
ex:originalTenure gmeow:displayable false .

# --- Revised belief (lower credence, probable) --------------------------------
ex:revisedBelief a gmeow:DoxasticState ;
    rdfs:label "revised belief: printer may be broken"@en ;
    gmeow:epistemicAgent ex:operator ;
    gmeow:doxasticContent ex:propPrinterBroken ;
    gmeow:credence "0.35"^^xsd:decimal ;
    gmeow:doxasticClaim ex:revisedClaim .

ex:revisedClaim a gmeow:StandpointClaim ;
    rdfs:label "Revised claim: printer may be broken"@en ;
    gmeow:vantage ex:operator ;
    gmeow:observedFeature ex:propPrinterBroken ;
    gmeow:claimModality gmeow:probable ;
    gmeow:observationMethod gmeow:methodExpertJudgement .

ex:revisedTenure a gmeow:DoxasticTenure ;
    rdfs:label "Revised tenure of the 'printer may be broken' belief"@en ;
    gmeow:tenureOfDoxasticState ex:revisedBelief ;
    gmeow:duringInterval ex:revisedInterval .

ex:revisedInterval a gmeow:TimeInterval ;
    gmeow:startedAtTime "2026-06-15T11:18:00Z"^^xsd:dateTime ;
    gmeow:hasTemporalFrame gmeow:temporalFrameUTCGregorian .

Flagship Epistemic Ledger

# SPDX-FileCopyrightText: 2026 Blackcat Informatics® Inc. <paudley@blackcatinformatics.ca>
# SPDX-License-Identifier: CC-BY-4.0
#
# Flagship worked example — EPISTEMIC LEDGER (, Task 3).
#
# Scenario: an operator asks whether the flagship LLM recalled a meeting date
# correctly.  Initially the operator is fairly confident (credence 0.85) and
# the belief is justified by an EvidenceSpan pinned to a calendar source.
# A defeater then arrives, the operator revises down to credence 0.30, and the
# original tenure is closed and suppressed (Principle 10).  Meanwhile the LLM
# itself is modeled as knowing-that the proposition (non-factive: it entails
# the LLM believes it, but commits no global truth), while a skeptic doubts the
# same proposition and records a standpoint-indexed refutation.  Competing
# attitudes coexist; none is privileged (Principle 9).

@prefix gmeow: <https://blackcatinformatics.ca/gmeow/> .
@prefix ex:    <https://blackcatinformatics.ca/gmeow/examples/epistemics/flagship/> .
@prefix rdfs:  <http://www.w3.org/2000/01/rdf-schema#> .
@prefix xsd:   <http://www.w3.org/2001/XMLSchema#> .

# --- Three agents ----------------------------------------------------------------
ex:llm a gmeow:SoftwareAgent ;
    rdfs:label "flagship LLM"@en .

ex:operator a gmeow:Person ;
    rdfs:label "human operator"@en .

ex:skeptic a gmeow:Person ;
    rdfs:label "skeptical reviewer"@en .

# --- The proposition -------------------------------------------------------------
ex:propRecall a gmeow:Proposition ;
    rdfs:label "the flagship LLM recalled the meeting date correctly"@en .

# --- Original credence-weighted belief (operator) --------------------------------
ex:opBeliefOriginal a gmeow:DoxasticState ;
    rdfs:label "original belief: LLM recalled the meeting date correctly"@en ;
    gmeow:epistemicAgent ex:operator ;
    gmeow:doxasticContent ex:propRecall ;
    gmeow:doxasticClaim ex:opClaimOriginal ;
    gmeow:credence "0.85"^^xsd:decimal ;
    gmeow:justifiedBy ex:evidenceSpan1 .

ex:opClaimOriginal a gmeow:StandpointClaim ;
    rdfs:label "original operator claim: LLM recalled the meeting date correctly"@en ;
    gmeow:vantage ex:operator ;
    gmeow:observedFeature ex:propRecall ;
    gmeow:claimModality gmeow:probable ;
    gmeow:observationMethod gmeow:methodExpertJudgement .

# --- EvidenceSpan justification pinned to a source chunk -------------------------
ex:evidenceSpan1 a gmeow:EvidenceSpan ;
    rdfs:label "calendar evidence span for the meeting date"@en ;
    gmeow:selectorTextQuote "the meeting is scheduled for 2026-06-18"@en ;
    gmeow:spanOfChunk ex:chunk1 .

ex:chunk1 a gmeow:Chunk ;
    rdfs:label "retrieved chunk containing the meeting date"@en ;
    gmeow:chunkOf ex:source1 ;
    gmeow:spanStart 142 ;
    gmeow:spanEnd 186 .

ex:source1 a gmeow:Document ;
    rdfs:label "team calendar entry"@en ;
    gmeow:sourceLocation "https://calendar.example.com/events/2026-06-18-meeting" .

# --- Original open-ended tenure --------------------------------------------------
ex:opTenureOriginal a gmeow:DoxasticTenure ;
    rdfs:label "original tenure of the operator's belief"@en ;
    gmeow:tenureOfDoxasticState ex:opBeliefOriginal ;
    gmeow:duringInterval ex:originalInterval .

ex:originalInterval a gmeow:TimeInterval ;
    gmeow:startedAtTime "2026-06-10T09:00:00Z"^^xsd:dateTime ;
    gmeow:hasTemporalFrame gmeow:temporalFrameUTCGregorian .

# --- Revised belief after a defeater ---------------------------------------------
ex:opBeliefRevised a gmeow:DoxasticState ;
    rdfs:label "revised belief: LLM probably misremembered the meeting date"@en ;
    gmeow:epistemicAgent ex:operator ;
    gmeow:doxasticContent ex:propRecall ;
    gmeow:doxasticClaim ex:opClaimRevised ;
    gmeow:credence "0.30"^^xsd:decimal .

ex:opClaimRevised a gmeow:StandpointClaim ;
    rdfs:label "revised operator claim: LLM recall is at best conceivable"@en ;
    gmeow:vantage ex:operator ;
    gmeow:observedFeature ex:propRecall ;
    gmeow:claimModality gmeow:conceivable ;
    gmeow:observationMethod gmeow:methodExpertJudgement .

ex:opTenureRevised a gmeow:DoxasticTenure ;
    rdfs:label "revised tenure of the operator's belief"@en ;
    gmeow:tenureOfDoxasticState ex:opBeliefRevised ;
    gmeow:duringInterval ex:revisedInterval .

ex:revisedInterval a gmeow:TimeInterval ;
    gmeow:startedAtTime "2026-06-15T14:00:00Z"^^xsd:dateTime ;
    gmeow:hasTemporalFrame gmeow:temporalFrameUTCGregorian .

# --- Suppression of the original tenure (Principle 10) ---------------------------
ex:originalInterval gmeow:endedAtTime "2026-06-15T14:00:00Z"^^xsd:dateTime .
ex:opTenureOriginal gmeow:displayable false .

# --- Non-factive knowsThat coexisting with standpoint-indexed denial -------------
# knowsThat is NON-FACTIVE: asserting it only entails gmeow:believes for the LLM;
# it commits no global truth verdict.
ex:llm gmeow:knowsThat ex:propRecall .

ex:skeptic gmeow:doubts ex:propRecall .

ex:skepticDenial a gmeow:StandpointClaim ;
    rdfs:label "skeptic's standpoint-indexed denial"@en ;
    gmeow:vantage ex:skeptic ;
    gmeow:observedFeature ex:propRecall ;
    gmeow:claimModality gmeow:refuted ;
    gmeow:observationMethod gmeow:methodExpertJudgement .

Justification And Defeat

# SPDX-FileCopyrightText: 2026 Blackcat Informatics® Inc. <paudley@blackcatinformatics.ca>
# SPDX-License-Identifier: CC-BY-4.0
#
# Worked example — epistemic justification and defeat (, Principle 8).
#
# Three cases:
#   1. Justified belief: Ada believes it is noon because a working wall clock
#      reads 12:00. The DoxasticState is justifiedBy the EvidenceSpan of the
#      clock reading, and the DoxasticStandpointClaim reports that held state.
#   2. Gettier-defeated belief: Ada believes it is noon because a stopped clock
#      happens to show 12:00. The evidence is the same kind (a clock-face
#      reading), but a solver flags the state defeatedBy
#      gmeow:justificationStatusGettier because the justification is misleading —
#      the belief is true only by accident.
#   3. Lie: Bob privately believes it is noon (held DoxasticState/Claim), but
#      publicly projects that it is 3pm (projected DoxasticStandpointClaim). The
#      lie is a gmeow:Event of eventTypeLie linking the held and projected
#      standpoints; the divergence IS the deception.

@prefix gmeow: <https://blackcatinformatics.ca/gmeow/> .
@prefix ex:    <https://blackcatinformatics.ca/gmeow/examples/epistemics/> .
@prefix rdfs:  <http://www.w3.org/2000/01/rdf-schema#> .
@prefix xsd:   <http://www.w3.org/2001/XMLSchema#> .

# --- Propositions ------------------------------------------------------------
ex:timeNoon    a gmeow:Proposition ; rdfs:label "the current time is 12:00"@en .
ex:timeThreePm a gmeow:Proposition ; rdfs:label "the current time is 15:00"@en .

# --- Agents ------------------------------------------------------------------
ex:ada a gmeow:Agent ; rdfs:label "Ada"@en .
ex:bob a gmeow:Agent ; rdfs:label "Bob"@en .

# --- Evidence spans (clock-face readings) ------------------------------------
# The clock itself is the physical instrument; the reading is the EvidenceSpan
# that anchors the agent's justification.
ex:wallClock a gmeow:PhysicalObject ;
    rdfs:label "the working wall clock"@en .

ex:wallClockReading a gmeow:EvidenceSpan ;
    rdfs:label "wall-clock reading: 12:00"@en ;
    gmeow:selectorTextQuote "12:00"@en .

ex:stoppedClock a gmeow:PhysicalObject ;
    rdfs:label "the stopped clock"@en .

ex:stoppedClockReading a gmeow:EvidenceSpan ;
    rdfs:label "stopped-clock reading: 12:00"@en ;
    gmeow:selectorTextQuote "12:00"@en .

# --- Case 1: justified belief (working clock) --------------------------------
ex:adaJustifiedBelief a gmeow:DoxasticState ;
    rdfs:label "Ada's justified belief that it is noon"@en ;
    gmeow:epistemicAgent ex:ada ;
    gmeow:doxasticContent ex:timeNoon ;
    gmeow:credence "0.95"^^xsd:decimal ;
    gmeow:doxasticClaim ex:adaJustifiedClaim ;
    gmeow:justifiedBy ex:wallClockReading .

ex:adaJustifiedClaim a gmeow:DoxasticStandpointClaim ;
    rdfs:label "Ada's justified standpoint claim that it is noon"@en ;
    gmeow:vantage ex:ada ;
    gmeow:observedFeature ex:timeNoon ;
    gmeow:claimModality gmeow:unequivocal ;
    gmeow:observationMethod gmeow:methodInstrumentalReading ;
    gmeow:claimOfBelief ex:adaJustifiedBelief .

# --- Case 2: Gettier-defeated belief (stopped clock) -------------------------
# Same evidential kind as Case 1, but the basis is misleading: the clock is
# stopped and only happens to show the correct time. The solver marks the state
# as a Gettier case; the reasoner never infers this.
ex:adaGettierBelief a gmeow:DoxasticState ;
    rdfs:label "Ada's Gettier-defeated belief that it is noon"@en ;
    gmeow:epistemicAgent ex:ada ;
    gmeow:doxasticContent ex:timeNoon ;
    gmeow:credence "0.95"^^xsd:decimal ;
    gmeow:doxasticClaim ex:adaGettierClaim ;
    gmeow:justifiedBy ex:stoppedClockReading ;
    gmeow:defeatedBy gmeow:justificationStatusGettier .

ex:adaGettierClaim a gmeow:DoxasticStandpointClaim ;
    rdfs:label "Ada's Gettier-defeated standpoint claim that it is noon"@en ;
    gmeow:vantage ex:ada ;
    gmeow:observedFeature ex:timeNoon ;
    gmeow:claimModality gmeow:unequivocal ;
    gmeow:observationMethod gmeow:methodInstrumentalReading ;
    gmeow:claimOfBelief ex:adaGettierBelief .

# --- Case 3: lie (held noon, projected 3pm) ----------------------------------
# Bob's held belief is about noon; the projected claim is the standpoint he
# communicates. The held standpoint is a DoxasticStandpointClaim grounded in his
# actual DoxasticState; the projected standpoint diverges.
ex:liarHeldBelief a gmeow:DoxasticState ;
    rdfs:label "Bob's held belief that it is noon"@en ;
    gmeow:epistemicAgent ex:bob ;
    gmeow:doxasticContent ex:timeNoon ;
    gmeow:credence "0.95"^^xsd:decimal ;
    gmeow:doxasticClaim ex:liarHeldClaim .

ex:liarHeldClaim a gmeow:DoxasticStandpointClaim ;
    rdfs:label "Bob's held standpoint claim that it is noon"@en ;
    gmeow:vantage ex:bob ;
    gmeow:observedFeature ex:timeNoon ;
    gmeow:claimModality gmeow:unequivocal ;
    gmeow:observationMethod gmeow:methodInstrumentalReading ;
    gmeow:claimOfBelief ex:liarHeldBelief .

ex:liarProjectedClaim a gmeow:DoxasticStandpointClaim ;
    rdfs:label "Bob's projected standpoint claim that it is 3pm"@en ;
    gmeow:vantage ex:bob ;
    gmeow:observedFeature ex:timeThreePm ;
    gmeow:claimModality gmeow:unequivocal ;
    gmeow:observationMethod gmeow:methodExpertJudgement .

ex:lieEvent a gmeow:Event ;
    rdfs:label "Bob's lie about the time"@en ;
    gmeow:eventType gmeow:eventTypeLie ;
    gmeow:heldStandpoint ex:liarHeldClaim ;
    gmeow:projectedStandpoint ex:liarProjectedClaim .

Terms

Classes

Term Label Definition
gmeow:DoxasticStandpointClaim doxastic standpoint claim A StandpointClaim that explicitly reports a held DoxasticState — the reified, vantage-indexed claim that an agent is in a particular believing mode toward a pr...
gmeow:DoxasticState Doxastic State An agent's intrinsic believing mode toward a proposition — the reified, first-class mental moment that grounds the flat doxastic spine (gmeow:believes, gmeow:k...
gmeow:DoxasticTenure Doxastic Tenure The reified, time-scoped fact that a DoxasticState was held over an interval — the belief-revision history construct. Opened when the belief is adopted; closed...
gmeow:JustificationGround Justification Ground The class of things that can serve as a justification basis — an evidence span, an attestation, or a further doxastic state. Introduced as a named superclass s...
gmeow:JustificationStatus Justification Status A value vocabulary for justification-defeat states of a doxastic state or standpoint-claim — solver-set flags such as Gettier-case, defeated, undercut, and reb...
gmeow:JustificationSubject Justification Subject The class of things that can carry justification or defeat relations — a doxastic state or a standpoint claim. Introduced as a named superclass so that schema...
gmeow:Proposition Proposition A truth-apt content — a described state of affairs that can be held true or false, the object of a doxastic attitude (gmeow:believes, gmeow:knowsThat). Existin...

Properties

Term Label Definition
gmeow:accepts accepts An agent pragmatically accepts a proposition — takes it on as a working premise for reasoning or action — WITHOUT thereby believing it true. Acceptance is the...
gmeow:believes believes An agent holds a proposition to be true — the base doxastic attitude. Range is intentionally OPEN: the object may be a gmeow:Proposition, a reified statement,...
gmeow:claimOfBelief claim of belief Relates a DoxasticStandpointClaim to the DoxasticState it reports — the held believing mode that the claim is about. Functional: one such claim reports exactly...
gmeow:credence credence A graded degree-of-belief in the closed interval [0,1], attached to a DoxasticState. Non-functional: an agent's credence may be reported by multiple sources or...
gmeow:defeatedBy defeated by A doxastic state or standpoint-claim is marked with a justification-defeat status — a solver-set flag such as Gettier-case or defeated. Non-functional: a state...
gmeow:doubts doubts An agent holds a proposition in doubt — a low-credence, unsettled doxastic attitude: weaker than believing, and distinct from settled disbelief (a refuted gmeo...
gmeow:doxasticClaim doxastic claim The StandpointClaim that carries the qualitative belief value (claimModality) for a DoxasticState. Reuses the existing standpoint vocabulary without domain-cla...
gmeow:doxasticContent doxastic content The Proposition that is the content of a DoxasticState — what the agent believes. Functional and constitutive: one doxastic state is directed at exactly one pr...
gmeow:epistemicAgent epistemic agent The agent in whom a DoxasticState inheres — the believer. Functional and constitutive: one doxastic state is the believing mode of exactly one agent.
gmeow:justifiedBy justified by A doxastic state or standpoint-claim is justified by some evidence span, attestation, or further doxastic state — the basing / available-evidence relation. Non...
gmeow:knowsThat knows that An agent knows that a proposition holds — justified, standpoint-true belief held from a vantage. THE KEYSTONE: gmeow:knowsThat rdfs:subPropertyOf gmeow:believe...
gmeow:suspendsJudgementOn suspends judgement on An agent neither believes nor disbelieves a proposition — a third, agnostic doxastic stance (withholding), distinct from doubt (a leaning) and from silence (no...
gmeow:tenureOfDoxasticState tenure of doxastic state Relates a DoxasticTenure to the DoxasticState whose holding interval it records. Functional: one tenure scopes one doxastic state; a revised belief gets a new...

Individuals

Term Label Definition
gmeow:justificationStatusDefeated defeated A generic defeated marker — the justification for the target doxastic state or standpoint-claim has been undermined by some defeater. A solver-set flag only; n...
gmeow:justificationStatusGettier Gettier case A Gettier-case marker — the subject has a justified true belief that falls short of knowledge because the justification is defective or accidentally related to...
gmeow:justificationStatusRebutted rebutted A rebutting justification-defeat marker — positive reason has been given to believe the negation of the target doxastic state or standpoint-claim, attacking th...
gmeow:justificationStatusUndercut undercut An undercutting justification-defeat marker — the inferential or evidential link supporting the target is attacked, removing the warrant without asserting the...

Linkages

Source Kind Profile Predicate/Relation Target Evidence
gmeow:DoxasticState equivalence - skos:closeMatch crminf:I2_Belief gmeow-epistemics.sssom.tsv; gmeow:eqEpistemics001; confidence 0.7
gmeow:Proposition equivalence - skos:relatedMatch crminf:I4_Proposition_Set gmeow-epistemics.sssom.tsv; gmeow:eqEpistemics002; confidence 0.6
gmeow:Proposition equivalence - skos:relatedMatch iao:0000030 gmeow-epistemics.sssom.tsv; gmeow:eqEpistemics003; confidence 0.6
gmeow:Proposition equivalence - skos:relatedMatch wd:Q108163 gmeow-epistemics.sssom.tsv; gmeow:eqEpistemics004; confidence 0.7
gmeow:believes equivalence - skos:relatedMatch sumo:believes gmeow-epistemics.sssom.tsv; gmeow:eqEpistemics005; confidence 0.5
gmeow:justifiedBy equivalence - skos:relatedMatch crminf:J2_concluded_that gmeow-epistemics.sssom.tsv; gmeow:eqEpistemics008; confidence 0.5
gmeow:knowsThat equivalence - skos:relatedMatch sumo:knows gmeow-epistemics.sssom.tsv; gmeow:eqEpistemics006; confidence 0.4

Guide

epistemics

Slice: https://blackcatinformatics.ca/gmeow/slices/epistemics · tier: core

Propositional epistemic relations — an agent's attitudes toward propositions/claims: belief, doubt, suspension, pragmatic acceptance, and non-factive knowledge-that. The propositional companion to the cognition slice (objectual, agent → entity): epistemics relates an agent to a proposition, not to an entity. This slice provides both the flat doxastic spine and the reified tier: gmeow:Proposition, gmeow:DoxasticState (a kernel:MentalMoment), gmeow:credence, gmeow:doxasticClaim (linked to a standpoint:StandpointClaim), and gmeow:DoxasticTenure (a temporal:TimeScopedRelation). Justification grounds land in a sibling child.

The flat doxastic spine

Property Stance
gmeow:believes holds the proposition true (base attitude)
gmeow:doubts holds it in doubt (low-credence, unsettled)
gmeow:suspendsJudgementOn neither believes nor disbelieves (agnostic withholding)
gmeow:accepts a working premise — entails neither belief nor truth
gmeow:knowsThat justified, standpoint-true belief — ⊑ gmeow:believes

Domain gmeow:Agent, range open (Principle 13): the 80% case points cheaply at any reified statement or claim; typed gmeow:Proposition content arrives at the reified tier.

Doctrine highlights

External alignment

gmeow:DoxasticState is axiomatically grounded in gUFO: it is a gufo:Kind under gmeow:MentalMoment, and gmeow:MentalMoment is itself a named gufo:Category below gufo:IntrinsicMode (see the kernel slice). That subsumption is ontology, not a mapping row: the SSSOM set records cross-vocabulary links only.

The epistemics mapping set is authored in slices/core/epistemics/mappings/equivalences.ttl and compiled to generated/mappings/gmeow-epistemics.sssom.tsv. All alignments are by reference (Principle 5); GMEOW never imports an external axiom.

GMEOW term External target(s) Predicate Note
gmeow:DoxasticState crminf:I2_Belief skos:closeMatch both are an agent's held attitude toward a proposition; CRMinf I2 is temporal, GMEOW's state is an endurant mental moment
gmeow:Proposition crminf:I4_Proposition_Set skos:relatedMatch I4 is a set; GMEOW's term is a single truth-apt content
gmeow:Proposition iao:0000030 skos:relatedMatch IAO information content entity, broader
gmeow:Proposition wd:Q108163 skos:relatedMatch Wikidata "proposition", entity-page verified
gmeow:believes sumo:believes skos:relatedMatch SUMO's predicate is conceptually adjacent; GMEOW's is non-factive and standpoint-indexed
gmeow:knowsThat sumo:knows skos:relatedMatch explicitly non-factive: GMEOW knowsThat entails only believes, never global truth
gmeow:justifiedBy crminf:J2_concluded_that skos:relatedMatch direction of support is inverted

gmeow:credence and gmeow:accepts are left unaligned: no canonical, resolvable RDF vocabulary was found. ATOMIC belief edges and AIF S-/RA-nodes are referenced in prose only; no stable, resolvable namespace suitable for SSSOM rows is available. Epistemic-modal operators (S4/S5/KD45) belong to the logic: slice profiles.

Terms

The truth-apt content class and the flat doxastic spine this minimal core seeds — domain gmeow:Agent, range open (Principle 13).

gmeow:Proposition

The truth-apt content an attitude is taken toward — the sibling of Goal by direction of fit: a belief and a goal may share the same gmeow:Proposition but differ in fit (mind-to-world vs world-to-mind), with deliberately no GoalProposition subsumption.

gmeow:believes · gmeow:knowsThat

The base attitude and its factive-looking refinement: gmeow:believes holds the proposition true, and gmeow:knowsThat rdfs:subPropertyOf gmeow:believes is the keystone — knowledge entails belief, never the reverse. There is no factive isTrue axiom; knowsThat is a vantage-indexed claim that belief, truth-per-frame, and justification hold, with the JTB judgement left to the solver.

gmeow:doubts · gmeow:suspendsJudgementOn · gmeow:accepts

The non-believing stances: gmeow:doubts holds the proposition in low-credence doubt; gmeow:suspendsJudgementOn is agnostic withholding (neither believes nor disbelieves); gmeow:accepts is a pragmatic working premise that entails neither belief nor truth.

Dependencies

Depends on kernel (gmeow:SocialObject, gmeow:Agent, gmeow:MentalMoment), temporal (gmeow:TimeScopedRelation, gmeow:duringInterval, gmeow:TimeInterval), and standpoint (gmeow:StandpointClaim, gmeow:claimModality, gmeow:StandpointModality). The flat believes → accordingTo bridge is documentation only at this tier; the reified tier hard-depends on standpoint and temporal.

Reified doxastic tier

When credence, temporal scope, or the mental moment itself must be first-class, promote from the flat spine to a gmeow:DoxasticState.

Term Role
gmeow:DoxasticState The agent's intrinsic believing mode — a kernel:MentalMoment.
gmeow:epistemicAgent The believer (functional, domain DoxasticState, range Agent).
gmeow:doxasticContent The believed gmeow:Proposition (functional).
gmeow:doxasticClaim Links to a standpoint:StandpointClaim carrying the qualitative claimModality.
gmeow:credence Graded degree-of-belief [0,1] as xsd:decimal (non-functional).
gmeow:DoxasticTenure Time-scoped belief-revision history — a temporal:TimeScopedRelation.
gmeow:tenureOfDoxasticState The DoxasticState whose holding interval the tenure records (functional).

gmeow:justifiedBy

The lightweight belief→justifier hook. gmeow:justifiedBy points from a gmeow:DoxasticState to the thing that supports it — typically an EvidenceSpan, an Attestation, or another DoxasticState. It is non-functional: a belief may rest on multiple independent grounds, and competing justifications coexist (Principle 9).

This property is intentionally thin. It records that a doxastic state is supported, not the full inferential argument structure. Full argument graphs, inference-making acts, and defeater chains live in the sibling justification child.

revise_belief — suppression, not deletion

Revising a belief closes the prior gmeow:DoxasticTenure by setting gmeow:endedAtTime on its interval and marks the tenure gmeow:displayable false. The original gmeow:DoxasticState is retained as audit. A new DoxasticState (and a new open DoxasticTenure) records the revised belief. This is the same suppression pattern used by inference:InferenceTenure (Principle 10).

Example: see slices/core/epistemics/examples/belief-revision.ttl.

Flagship worked example

slices/core/epistemics/examples/flagship-epistemic-ledger.ttl is the reference epistemic ledger for this slice. It models an operator deciding whether a flagship LLM recalled a meeting date correctly: