"Three Thousand Years of Longing" is a fantasy romance film that tells the story of a Djinn (Armie Hammer) who is released from his bottle and forms a bond with a scholar (Tilda Swinton). The movie is a unique blend of fantasy, romance, and drama, with stunning visuals and captivating performances.