We have also found that the length of an entity name (i.e., number of words in an entity name) also plays an important role for determining which entities should be included in the mapping for improving an NER system.
we use English-Wiki-Mapping(t, i) to denote the English Wikipedia entity type mapping that includes all the entities with confidence scores greater than or equal to t and at least i words in their names.