The Machinery

The Semantic Constraint Architecture

AOML v2.2: Axis · Operator · Method · Level. The reference the rest of the series is built on: the axes a claim can live on, the operators that compose them, the methods that validate them, the levels they occupy, and the legality matrix that says what may combine with what.

A · O · M · L

Every claim carries a coordinate.

Four dimensions locate any truth-claim. Get the coordinate right and the claim is well-formed; cross a boundary the matrix forbids and you have one of the five violation types.

ALayer 1A

Axiswhat kind of claim

The kind of truth at stake: veridical, authenticity, sincerity, normative, essence, verification.

6 primary · 4 meta

OLayer 1C

Operatorwhat transformation

The structural move asserted on an axis: attribute, cause, become, result, abstract, stratify, contrast, reveal.

8 operators

MHabitat

Methodwhat validates it

The validation habitat proper to the claim: observation, provenance, testimony, logic, and the rest.

8 methods

LLayer 1D

Levelwhat stratum

The level of abstraction it operates at: empirical, conventional, formal, ultimate.

4 levels

The Legality Matrix

What each axis lets each operator do.

Six primary axes down, eight operators across. Each cell records whether the composition is licensed, restricted, or blocked, plus the one universal block attested in all sixteen languages. Select a cell for the condition behind it.

✓ Licensed△ Restricted✗ Blocked✗ Universal block
axis · operatorATTRCAUSEBECOMERESULTABSTRSTRATCONTRREVEAL
VEREpistemic
VERIFEpistemic
AUTHOntological
ESSOntological
SINCDispositional
NORMInstitutional

Select any cell to read the condition that governs it.

Axes

The kinds of truth.

Six primary axes (what kind of claim is being made) and four meta-axes that modulate a primary claim without ever standing in for it.

CodeAxisWhat it coversClass
VERVeridicalIs it so in the world? Factual correspondence between claim and state of affairs.Epistemic
AUTHAuthenticityGenuine or counterfeit? Origin integrity: settled by provenance, not appearance.Ontological
SINCSincerityHonestly meant? Alignment between stated and actual belief; read from conduct.Dispositional
NORMNormativeRight or just? Ought-claims, validated by principle or consensus.Institutional
ESSEssenceWhat is it by nature? Definitional, necessary properties.Ontological
VERIFVerificationHas it been proven? The epistemic act of establishing a claim.Epistemic

Meta-axes: the M[A] ↛ A family

CodeMeta-axisModulationRule
DEGDegreeMagnitude: intensity, threshold, comparison. The derivative of the claim.R5
TEMPTemporalPosition in time: order, persistence; its internal level-crossing is Type 4.R6
LIKELikeness“Resembles A without being A”: forgery, hypocrisy, sophistry, truthiness.R8
EVIDEvidentialitySource-marking: witnessed, reported, or inferred.R9

R5, R6, R8, R9 are one schema, M[A] ↛ A: a modulated claim never discharges into the claim. All four are Operator Overextension (Type 2).

Operators

The moves you can make on an axis.

CodeOperatorMeaning
ATTRAttribution“X is [axis].” The basic assertion, licensed on every axis.
CAUSECausation“Make X [axis].” An external agent produces the state, the most restricted operator.
BECOMEBecoming“X becomes [axis].” A transition into the state; directionally biased.
RESULTResult“X turned out to be [axis].” An achieved or discovered state.
ABSTRAbstraction“Truth,” “justice.” Nominalizes an axis-property into a standalone concept.
STRATStratification“Surface vs. deep [axis].” Marks internal contrast within an axis.
CONTRContrast“Not true,” “invalid.” Predicates the negative pole; universal across languages.
REVEALRevelation“X was revealed to be [axis].” Discloses a latent, pre-existing state.

Validation Habitats

Each axis has a method that fits it.

Use the wrong instrument for the kind of claim and you commit a Type 3 Verification Habitat Mismatch.

AxisDefault methodInadmissibleType-3 example
VERObservation, experimentConsensus, testimony, principleAppeal to authority; bandwagon
AUTHProvenanceConsensus, appearance aloneArgument from appearance
SINCTestimony & conduct over timeExperiment, single-instance observationPassion as evidence
NORMPrinciple, consensusObservation, experimentNaturalistic fallacy; is-ought
ESSLogicObservation, consensus, statisticsNo true Scotsman; definitional fallacy
VERIFExperiment, statistics, logicTestimony alone, consensusIpse dixit; verification by consensus

Levels

And the stratum it operates at.

Crossing a level boundary without a warrant is a Type 4 Stratification Failure.

CodeLevelValidated byDefault for
EMPEmpiricalObservation, experimentVER, AUTH
CONVConventionalConsensus, principleSINC, NORM
FORMFormalLogic, statisticsESS, VERIF
ULTUltimateDefinitional necessityESS often reaches here

Structural Rules

The nine empirical constraints, R1 to R9.

Each is a boundary the sixteen-language evidence draws on the matrix; every one resolves to a violation type.

#NameStatementType
R1Dispositional Causation BlockCAUSE × SINC universally blocked (16/16 languages)2
R2Essence StabilityCAUSE × ESS, BECOME × ESS blocked2
R3Authenticity PolarityCAUSE+ × AUTH blocked; CAUSE− licensed2
R4Positive Emergence BiasBECOME(+) ≫ BECOME(−) across truth-domain axes2
R5Degree SubstitutionDEG[A] ↛ A in any inference step2
R6Temporal SubstitutionTEMP[A] ↛ A; internal level-crossing → Type 42 / 4
R7Agentive PolarityAgentive ABSTR+ blocked, − licensed (“liar” lexicalizes; “truth-teller” does not)2
R8Likeness SubstitutionLIKE[A] ↛ A in any inference step2
R9Evidentiality SubstitutionEVID[A] ↛ A in any inference step2

This page is a working overview. The full v2.2 specification (every condition, the empirical basis across sixteen languages, and the machine-readable matrix) lives in the deposit.