For the future work, we believe that this new paradigm leaves several open questions: • Besides the entities (MIDs) that have already been stored in knowledge repositories (Freebase), new entity instances (NIL) with the same name need to be discovered.
further study could focus on extending paradigm to identify unknown entities.