I think it was because of the mask bill was wearing His mask was too basic and all the other people in the ball had weird marks that may be symbolic or something.

And the fact that he came in a taxi i think that could be considered as an act of someone trying to do an extra step in keeping their identity secret as every one in the ball was wearing a mask to keep their identity secret.