NPR's guide to the running gags from the show.
Beverly Hills seems to surprise people every time.
3 episodes feature this joke:
Get this, Beverly Hills.
Can you believe it, Beverly Hills.
Sources: Joke data compiled by Adam Cole / NPR. Episode metadata from The TVDB via a Creative Commons Attribution 3.0 United States (CC BY 3.0 US) license.