The drag character can be referred to as a woman, in the same way female characters in a play who may be played by male actors are still referred to as women as long as they are in character. When the bearded lady is not in character, I suppose the person identifies as a man (unless they are transgendered, but as far as I know, they are not transgendered, just a transvestite.
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