Do the facebook page managed by multiple people?
It is difficult though, even if you will check every single post of the facebook page just to confirm if it is true, you still can't guarantee by that way.
Also, if he/she is one of the founders, then some founders or people on the charity may testify or prove if that person is one of the founders and telling the truth.