If some site claims to offer a definitive data source, how can I trust that it is purposely biased? Even excluding elaborate conspiracies, how could I know that it isn't just a big hoax? 

It seems unlikely that there's any central registry of these sites but it'd be nice to have some sort of list of bad sites (assuming there are any). Maybe like the lists of spam hosts.