Dubai Mile is the ninth foal and one of nine winners out of Beach Bunny (High Chaparral), winner of the Listed Dance Design S. and second in the Gr.1 Pretty Polly S. She has also produced Naadirr (Oasis Dream), a dual stakes winner placed in group company in England and Italy, and Beach Belle (Invincible Spirit), winner of the Listed Naas Fillies Sprint and in turn the dam of the Group 2 winner Surf Dancer (Lope De Vega), who also took the Listed King Charles II S.

Second dam Miss Hawai (Peintre Celebre) was unraced and is a half-sister to Miss France (Dansili), winner of the Gr.1 1000 Guineas. Beach Bunny is her best performer. Miss Hawai is the grandam of King David (Elusive City), a three-time Group 3 winner including the Gr.3 Grosser Preis von Lotto Hamburg, of Cape Gentleman (Champs Elysees), a Group 2 winner and Group 1-placed over hurdles, and of the Listed-placed Pouvoir Royal (Mayson).

Third dam Miss Tahiti (Tirol), a champion, won the Gr.1 Prix Marcel Boussac. Besides Miss France she is the dam of Mer De Corail (Sadler's Wells), a Listed winner placed at Group 3 level and dam of the Listed winner Alsace Lorraine, and of the Listed-placed sire Maximum Security (Sadler's Wells). She is also the grandam of the Group 3 winner Mask Of Time (Holy Roman Emperor), placed at Group 2 level.

Beach Bunny has a weanling colt by Sottsass.