A method to query data from an inferencing-enabled metadata system, comprising the steps of: responsive to a query including an inferencing portion and an attribute predicate portion, issuing an inferencing query to an ontology management system and retrieving inferencing results; and issuing a relational query by combining inferencing results and attribute predicate portion. 7.