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 freebase_mtr100_mte100-*.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.There are 14,951 mids and 1,345 relation types among them. The training set contains 483,142 triplets, the validation set 50,000 and the test set 59,071.All triplets are unique and we made sure that all synsets appearing in the validation or test sets were occurring in the training set.The FB15k.zip file contains the other files, with more compression than the default "download all".本数据集为FREEBASE FB15k数据集，由从Freebase（http://www.freebase.com）中提取的、采用（同义词集synset，关系类型relation_type，三元组triplet）结构的三元组集合构成。本数据集可被视为一个三维张量，用于描述同义词集之间的三元关系。所有freebase_mtr100_mte100-*.txt文件均采用每行一个三元组的格式，以制表符分隔存储两个MID（Freebase实体唯一标识符）与一个关系类型标识符。其中，三元组的第一个元素为关系左侧（即头实体）的MID，第三个元素为关系右侧（即尾实体）的MID，第二个元素则为二者之间的关系名称。该数据集共包含14951个MID与1345种关系类型。训练集包含483142个三元组，验证集包含50000个，测试集包含59071个。所有三元组均唯一，且我们已确保验证集或测试集中出现的所有同义词集均存在于训练集中。FB15k.zip压缩包包含其余文件，其压缩率高于默认的"download all"选项生成的压缩包。