The normalization process compares the discovered publisher, discovered product, and discovered version and edition values against the ServiceNow repository of normalized equivalents. Matches are added to the corresponding normalized fields (publisher, product, version, and edition) of the Discovery Model table. The normalized fields are then used to reconcile entitlements purchased and to compute license positions.

Read more about is here.