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The film for which Leslie Phillips received a BAFTA nomination was "Venus," a romantic comedy-drama released in 2006. Directed by Roger Michell, the film follows the story of an aging actor, played by Peter O'Toole, who forms an unlikely bond with a sex worker much younger than him. Phillips, known for his distinctive voice and comedic timing, played a supporting role in the film, contributing to its charm and humor.