The Lost Kingdom traces the rise and fall of the Kung Le Society, one of the most prominent Taiwanese opera troupes to emerge after Japanese Rule. The film compiles archive footage, photos, and rare interviews with former troupe members, telling the story of how the entertainment mogul Chen Chengsan led his troupe to success, transforming the traditional folk opera into mainstream entertainment.