What this dimension measures
What this dimension measures
HTML often mixes navigation, design, advertising and content.
JSON-LD can declare entity and property semantics explicitly.
APIs and MCP can expose a narrower, typed retrieval surface for agents.
How ENTIA reduces the work left to the model
How ENTIA reduces the work left to the model
ENTIA publishes machine-readable projections of governed identity through structured web surfaces, API and MCP interfaces while preserving links back to evidence.
Evidence boundary
Evidence boundary
JSON-LD, an API or MCP endpoint does not make a claim true and does not guarantee that a model will retrieve or cite it.
Conceptual framework. It does not claim that lower resistance guarantees citation, ranking, recommendation or model behaviour.
Knowledge cluster
Knowledge cluster
Cognitive ResistanceENTIA · Cognitive ResistanceEntity ambiguity and identity resolutionENTIA · Cognitive ResistanceEvidence and provenanceENTIA · Cognitive ResistanceTemporal validity and contradiction loadENTIA · Cognitive ResistanceSemantic structure and machine accessCurrentCognitive Resistance, Risk Score and assuranceENTIA · Cognitive ResistanceMachine actionabilityENTIA · Cognitive Resistance