STATISTICAL RECORD LINKAGE CALIBRATION FOR MULTI TOKEN FIELDS WITHOUT THE NEED FOR HUMAN INTERACTION

Disclosed is a system for, and method of, calculating parameters used to determine whether records and entity representations should be linked. The system and method utilize blended field weights to account for certain types of partial matches. The system and method apply iterative techniques such that parameters from each linking iteration are used in the next linking iteration. The system and method need no human interaction in order to calibrate and utilize record matching formulas used for the linking decisions.