Chaplin and Purviance were romantically involved during the making of his Essanay, Mutual, and First National films of 1915 to 1917. Purviance appeared in 33 of Chaplin's productions, including the 1921 classic The Kid. Her last film with him, A Woman of Paris, was also her first lead role. The film was not a success and effectively ended Purviance's career. She went on to appear in two more films: The Sea Gull, also known as A Woman of the Sea (which Chaplin never released) and Éducation de Prince, a French film released in 1927, just before she retired from acting.