Systems and methods for an interface for the configuration of a system for the association of data records are disclosed. Embodiments of the invention provide a graphical interface for manipulating a representation of an algorithm for the configuration of such a system, including the configuration of how a system transforms data records from their native format to a standard data format, selects set of candidates and associates data records.