Concepts

The governed vocabulary of the Meaning Room framework — 30 validated concepts

New here? Start with the six core concepts. The full registry follows.

Core Concepts

Six ideas explain most of what happens inside a Meaning Room.

Propose a Definition via AI

Explore · never validated

Get an illustrative starting point from one stakeholder’s point of view, then contribute your own perspective.

Category Evidence Artifact

Applicability Matrix: “Wirtschaftlicher Totalschaden”

One ordinary insurance term, two legitimate definitions, and the financial divergence that follows from context alone.

Full Concept Registry

Every validated concept in the canonical registry. When people and AI interpret the same concept differently, inconsistent decisions follow.

Governance

Audit

A reviewable record of how a definition or relationship reached its current state.

governance::audit

Canonical Definition

The single binding definition of a concept within a given namespace.

governance::canonical-definition

Evidence

Supporting material that justifies a definition or a relationship between concepts.

governance::evidence

Governance

The practice of treating definitions as managed organizational assets, with explicit ownership, review, and accountability.

governance::governance

Lineage

The traceable history of how a concept's meaning evolved across versions and systems.

governance::lineage

Meaning Operations (MeaningOps)

The operating model for semantic governance: the processes, tooling, and ownership structures by which an organization maintains canonical definitions across AI systems.

governance::meaning-operations

Policy

A governed rule that constrains how definitions are created, changed, or applied.

governance::policy

Provenance

The documented origin and chain of custody of a definition or relationship.

governance::provenance

Risk

The possibility of an adverse outcome; a term whose meaning must be governed because it differs sharply across domains.

governance::risk

Semantic Debt

The gap between the meanings an organization assumes are shared and the meanings that are actually operative in its systems.

governance::semantic-debt

Semantic Drift

The gradual divergence of meaning that occurs when a concept is used across multiple systems, teams, or domains without shared governance.

governance::semantic-drift

Semantic Governance

The discipline of treating definitions as governed organizational assets — explicitly maintained, versioned, and auditable.

governance::semantic-governance

Semantic Ownership

The assignment of accountability for maintaining a specific definition.

governance::semantic-ownership

Versioning

The discipline of tracking changes to a definition over time so prior meanings remain recoverable.

governance::versioning

Insurance

Claim

A formal request for payment under the terms of an insurance policy.

insurance::claim

Coverage

The scope of protection an insurance policy provides against defined risks.

insurance::coverage

Meaning

Alignment

The state in which people, systems, and AI operate from the same definition of a concept.

meaning::alignment

Ambiguity

The condition in which a single term carries more than one viable meaning.

meaning::ambiguity

Concept

A unit of meaning that a term refers to, independent of the words used to express it.

meaning::concept

Context

The frame of domain, purpose, and audience that fixes which meaning of a term applies.

meaning::context

Disambiguation

The act of resolving a term to one binding meaning within a namespace.

meaning::disambiguation

Meaning Resolver

The mechanism that returns the binding definition of a term for a given context.

meaning::resolver

Meaning Room

A governed semantic context in which a concept carries exactly one binding definition, specific to a domain, purpose, or framework.

meaning::meaning-room

Meaning Space

The full set of meanings a concept can carry across an organization before governance binds it to a canonical definition.

meaning::meaning-space

Ontology

A structured model of concepts and the relationships between them.

meaning::ontology

Shared Meaning

A single, aligned understanding of a concept across departments, systems, and AI models — the outcome a Meaning Room is designed to produce.

meaning::shared-meaning

Taxonomy

A hierarchical classification of concepts within a domain.

meaning::taxonomy

Term

A surface label that points to a concept; the same term can map to different concepts across namespaces.

meaning::term

Trust

Confidence that a concept means the same thing across the people and systems that rely on it.

meaning::trust

Vocabulary

The governed set of terms an organization uses within a domain.

meaning::vocabulary