Lorelei makes a joke about Ken Burns' brother Ted's documentary. Ken Burns does have a younger brother who is a filmmaker and writer named Ric. While he worked with his brother on the Civil War series, he is a noted documentarian as well.
The episode's title refers to the phrase "Always a bridesmaid, never a bride".