FB15k-237

FB15k-237 dataset is derived from FB15k, with data removed to eliminate test-set leakage due to inverse relations. WN18RR contains 310116 triples, connecting 14541 entities via 237 relations.

Information about FB15k: This FREEBASE FB15k DATA consists of a collection of triplets (synset, relation_type, triplet) extracted from Freebase (http://www.freebase.com). This data set can be seen as a 3-mode tensor depicting ternary relationships between synsets.

All *.txt files contain one triplet per line, with 2 mids (unique Freebase entity identifier) and relation type identifier in a tab separated format. The first element is the mid of the left hand side (of head) of the relation triple, the third one is the mid of the right hand side (or tail) and the second element is the name of the relationship between them.