This is the episode where Murphy finally decides (after 4 and 1/2 months) on the name for her baby: Avery (the name of Murphy's mother).
The title is based on the song "Midnight Train to Georgia," a 1973 number-one hit single by Gladys Knight & the Pips under Buddah Records.