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–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.