premise: A man in black slacks leaves the New York Dolls Gentlemen's' Club. hypothesis: A man was visiting his girlfriend at a Gentlemen's club.
neutral: Just because a man leaves the New York Dolls Gentleman's Club it does not mean he is visiting his girlfriend.