requirements traceability

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Competency Questions: From Business Need to Ontology Test

A 2026 guide to ontology competency questions as traceability contracts, covering five CQ types, SPARQL and SHACL testing, fixtures, expected results, and regression evidence.

September 22, 2026• 24 min read
competency questions ontologyontology engineeringontology requirements