Overall, the results indicate that enhancing Freebase and NELL with additional facts from textual sources leads to better results, particularly when these additional facts (< subject, verb, object > triples) are processed and clustered using low dimensional dense representations<cite> Gardner et al. (2014</cite>; use embeddings obtained by running PCA on the matrix of SVO triples).