"Queen Jane Approximately" was released as a single in January 1966, serving as the B-side to "One of Us Must Know (Sooner or Later)." The song is part of Dylan's influential album Highway 61 Revisited, which marked a significant point in his career, showcasing his transition to electric music and more complex lyrical themes.