Some embodiments of the present invention include a method for merging records associated with objects in an object database and include generating, by a database system, a graph database corresponding to an object database, wherein objects in the object database are represented as nodes of graphs in the graph database, and wherein relationships among the objects in the object database are represented as edges of the graphs in the graph database; receiving, by the database system, information about a first object and information about a dimension based on a first relationship associated with the first object; and performing, by the database system, a merge operation using the information about the first object and the information about the dimension on the graph database instead of on the object database.