Brief

Researchers have introduced DEC, a new framework designed to enhance knowledge graphs by interpreting provenance statements as indicators of epistemic stance. This approach groups statements into 'cognitive worlds' and uses modal logic to reason about attributed content, distinguishing between claims, interpretations, and observer-independent facts. A prototype DEC reasoner has been implemented for Fuseki datasets, supporting controlled factualization and the explicit detection of disagreements. AI