The filtered version prunes the original NYT10 data slightly by removing (1) duplicated sentences for each entity pair, (2) sentences which have more than 40 tokens between a pair of entities, and (3) sentences with entity names that are substrings of other entity names in Freebase.
some relations with low frequency are removed.