- Sister of screenwriters Maurice Geraghty and Gerald Geraghty.
- Daughter of Thomas J. Geraghty
- WAMPAS (Western Association of Motion Picture Advertisers) Baby Star: 1924.
- First actress to portray the character of Jordan Baker on-screen in The Great Gatsby (1926).
- Carmelita and Carey were married at the home of Phil Berg and Leila Hyams. (From the book Platinum Girl by Eve Golden, page 155.).
- Jean Harlow was Carmelita's matron of honor at her wedding to Carey Wilson on Sunday, May 6th, 1934. (From the book Platinum Girl by Eve Golden, page 155.).
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