Methods, apparatus, and articles of manufacture for processing an abstract query and generating well organized user results are disclosed. Well organized user results preserve the cardinality of one-to-one and one-to-many between data elements retrieved using a database query. Embodiments of the present invention use an abstract database that separates a user from the physical representation of data stored in a data repository by providing a plurality of logical fields based on the substantive information stored in the underlying data repository. During query processing, query results generated from an abstract query are generated and organized according to the one-to-one and one-to-many relationships. Subsequently, query results are presented to users according to the intuitive relationships between data understood by users of an abstract database.