Well, there was the famous German tourist who spent two weeks in Bangor, Maine under the impression he was in San Francisco*, so maybe they hadn't figured out they were lost yet.
*Not impossible; Bangor has hills, lots of very good Victorian architecture and an ocean semi-nearby, so what's not to confuse?
Sun doesn't set in the west?
Little details like the sun rising over the ocean instead of setting there...