The episode title is a spoof of the song, "When You Wish Upon a Star."
Moby Carp is an obvious reference to Moby Dick.
The Lucitetania is a reference to the RMS Lusitania, one of the world's most famous ships. Nearly 1,200 people perished when a German U-boat sank The Lusitania in the middle of World War I.