The preprocess method presented in (Bordes et al., 2014a) was used to make FREE-BASE fit in memory.
we kept the triples where one of the entities appeared in the training/development set of WEBQUESTIONS or CLUEWEB extractions provided in (Lin et al., 2012), and removed the entities appearing less than five times.