There are around 45 million such anchors in our text corpus and 41,970,548 of them refer to entities in E. Another mechanism utilizes the name graph constructed through names of entities.
for each training triplet (h, r, t), suppose h and t have entity names w h and w t , respectively and w h , w t ∈ V, the training triplet contributes (w h , r, w t ), (w h , r, t), and (h, r, w t ) to the name graph.