Because we considered lexical relations between concepts, rather than individual words, the resulting knowledge graph was quite large, containing 32,522,807 vertices and 52,209,411 edges.
we relied on the Apache Spark (Zaharia et al., 2010) web-scale data processing engine to generate a distributed knowledge graph.