The lyrics present a stark denial, a forceful declaration that a figure named Billy Lee is not the narrator's lover. The repeated assertion, almost a mantra, immediately establishes a defensive posture. There's an implied history or accusation that necessitates such a strong, unequivocal statement. The absence of any other narrative detail forces the listener to focus solely on this singular, emphatic rejection.