Techniques are disclosed for configuring an identity resolution system to support distinct relevance types. Identity records are accessed that are assigned relevance scores of distinct relevance types. Upon determining that the identity records refer to a common individual, the identity records are resolved into an entity representing the common individual. Relevance scores of the distinct relevance types are then determined for the entity, based on the identity records.