This differs from our semantic typing of unlinked entities because our approach assumes access to corpora-level relationships between a large set of linked entities (with semantic types) and the unlinked entities.
we are able to propagate 1,339 Freebase semantic types from the linked entities to the unlinked entities, which is substantially more types than fine-grained NER.