An apparatus and method use ontological relationships in a query language and a computer database to improve database performance and utility. A set of ontological relationships are stored in the database and new query clauses are used to query the data in advantageous ways. Ontological relationships are preferably stored in a tree structure. This tree structure then can be used to reflect the ontological relationships of data stored in the columns of a database.