This may be suitable for news data as the salient news sentences often straightforwardly comment on the claim's veracity.
some claim verification tasks such as FEVER (Thorne et al., 2018a) are particularly defined to classify if the factual evidence from the source like Wikipedia, which rarely remark on the veracity of the mutated claim, can infer the claim as being supported, refuted or NEI.