Abstract This paper investigates how to use an idiomatic OWL/RDF model as a specification language for delivering Domain Object Model with relational persistence. It presents a systematic translation of a subset of OWL/RDF constructs to object structures with a relational database back-end. The presented framework has been developed as a plugin for the Protege ontology editor, and it has been evaluated against a benchmark of semantic repositories with promising results.