What this dimension measures
What this dimension measures
A claim without a source is machine-readable but not independently auditable.
Primary, official, self-declared and inferred observations should not be collapsed into one confidence class.
Claim-level provenance lets downstream systems choose their own acceptance threshold.
How ENTIA reduces the work left to the model
How ENTIA reduces the work left to the model
ENTIA attaches evidence and provenance to governed claims and keeps source rights and assurance separate from the visible projection.
Evidence boundary
Evidence boundary
Provenance documents origin and method. It does not automatically establish that the underlying source is correct.
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 provenanceCurrentTemporal validity and contradiction loadENTIA · Cognitive ResistanceSemantic structure and machine accessENTIA · Cognitive ResistanceCognitive Resistance, Risk Score and assuranceENTIA · Cognitive ResistanceMachine actionabilityENTIA · Cognitive Resistance