A method of populating a knowledge base used in validating medical claims includes filtering a translated edit via at least one rule to determine a match between a syntax of the translated edit and a syntax of the rule. A method call is executed responsive to the filtering step resulting in at least one match being determined. The knowledge base is populated responsive to the executing step.