Despite what Felix said about the word "assume" in a different episode, even though Splint's hockey team is never mentioned, since his girlfriend is in Manhattan and Splint seems to have made a home there, one can assume he was playing for the NHL team New York Rangers, based in Manhattan.
The title is based on the aviation disaster movie about survival in the desert, The Flight of the Phoenix (1965).