The task of distantly supervised relation extraction is to extract knowledge triples, <subj, rel, obj>, from free text with the training data constructed by aligning existing KB triples with a large corpus.
given a triple in KB, DS works by first retrieving all the sentences containing both subj and obj of the triple, and then constructing the training data by considering these sentences as support to the existence of the triple.