For example, per:alternate names can be mapped to alternativeNames, birthName and nickName in DBPedia.
for each slot type, we collect many triples: query, slot, filler and use TransE (Bordes et al., 2013), which models slot types as translations operating on the embeddings of query and filler, to derive a representation for each slot type.