Who was his secret love?

Harriet Nelson: Don't tell me you didn't have a crush on a girl when you were his age.

Ozzie: Yes, I did, but she married Douglas Fairbanks.

So who was she? Well, we would deduce that "she" was Mary Pickford. Ozzie was born in 1906, and Pickford married Fairbanks in 1920.