Systems and methods for refactoring a knowledge model to increase domain knowledge and reconcile electronic records

One or more computer-readable storage media storing computer instructions thereon for execution by one or more processors to perform a method, the method comprising:

• receiving a knowledge model comprising a plurality of rules;
• determining a total number of different forms capable of being generated from the plurality of rules;
• for at least one form in the plurality of forms, determining that at least two of the plurality of rules correspond to the at least one form;
• determining that at least two of the plurality of rules that correspond to the at least one form have different thresholds;
• determining that at least two of the plurality of rules having different thresholds correspond to a matching path in the at least one form;
• generating a replacement rule having a composite threshold by refactoring the different thresholds of the at least two of the plurality of rules;
• and
• modifying the knowledge model by replacing the at least two of the plurality of rules with the replacement rule.