This paper describes a pattern-based method to automatically enrich a core ontology with the definitions of a domain glossary. We show an application of our methodology to the cultural heritage domain, using the CIDOC CRM core ontology. To enrich the CIDOC, we use available resources such as the AAT art and architecture glossary, WordNet, the Dmoz taxonomy for named entities, and others.