Karl Popper said (paraphrase) that "you can't prove reason, you just recognize it". Falsehood may be as difficult to prove since like language and perspective there is a lot of particular use meanings that are temporary rather than universal. Of course, with large database and a finite lexicon algorithms can and are used to check truth values.
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