What this dimension measures
What this dimension measures
Homonyms and trading names can refer to multiple legal persons.
A brand, domain and registered company may not have a one-to-one relationship.
Identifiers from different jurisdictions need normalization before they can be compared.
How ENTIA reduces the work left to the model
How ENTIA reduces the work left to the model
ENTIA resolves observations into a canonical entity and keeps the evidence used for the resolution. The machine can consume the resolved identity instead of reconstructing it from fragments.
Evidence boundary
Evidence boundary
Resolution confidence is not the same as factual truth for every attribute. Each claim still needs its own evidence and assurance.
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 resolutionCurrentEvidence and provenanceENTIA · Cognitive ResistanceTemporal validity and contradiction loadENTIA · Cognitive ResistanceSemantic structure and machine accessENTIA · Cognitive ResistanceCognitive Resistance, Risk Score and assuranceENTIA · Cognitive ResistanceMachine actionabilityENTIA · Cognitive Resistance