Vlachos and Riedel (2014) constructed a dataset for claim verification consisting of 106 claims, selecting data from fact-checking websites such as PolitiFact, taking advantage of the labelled claims available there.
in order to develop claim verification components we typically require the justification for each verdict, including the sources used.