In this episode, Alfred is attracted to Leslie Thompkins. In the comic books, the two have a famous love affair and relationship.
After Jerome performs his magic trick on Bruce Wayne, he tells the audience "some people say Bruce has a split personality". This is the first clear reference to Bruce's later dual identity as Batman.
Carmen Bicondova's (Selena Kyle) hair style at the children's benefit mimics Michelle Pfeiffer's (Catwoman) hairstyle in Batman Returns in the scene when Bruce and Selena dance together and realize each others secret identity.
At 18:20 both Alfred and Lee refer to a restaurant "Chez Parnasse". Both mispronounce "chez" to rhyme with "res" of "reservation". (Another common mispronunciation is "chez" rhyming with "day" and "May"). The correct French pronunciation is with the vowel being short [ché].