tokens: These two innovations enable us to enrich extracted relational tuples of the form arg1relarg2 with contextual information that further specifies the tuple and to establish semantic links between them , resulting in a novel lightweight semantic representation for Open IE that provides highly informative extractions and thus supports their interpretability in downstream applications .