The samples of FB15k-237 (Toutanova et al., 2015) are sampled from FB15k (Bordes et al., 2013), here we follow DeepPath (Xiong et al., 2017) to select 20 relations including Sports, Locations, Film, etc.
chains of reasoning and compositional reasoning only learn to predict relation given paths while being agnostic to the path-finding procedure.