prompt: You are a recommender system. Based on a user's historical likes and dislikes, rank the given candidate movies by their likelihood of being the user's next favorite, according to their watching history. Please think step by step.
  
  This user's historical interactions: Movie 300:Quiz Show (Genres: History, Drama; Language: en; Overview: Quiz Show depicts the true story of the 1950s scandal.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 923:Citizen Kane (Genres: Mystery, Drama; Language: en; Overview: Charles Foster Kane's life is shaped by childhood trauma and wealth.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1204:Lawrence of Arabia (Genres: Adventure, Drama, History, War; Language: en; Overview: T.E. Lawrence aids Arab revolt against Ottomans, struggles with instability.), Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 1354:Breaking the Waves (Genres: Drama, Romance; Language: da; Overview: In a conservative village, a woman seeks extramarital connection.), Movie 1947:West Side Story (Genres: Crime, Drama, Music; Language: en; Overview: Polish-American Jets and Puerto Rican Sharks clash; love leads tragedy.), Movie 2359:Waking Ned (Genres: Comedy, Romance; Language: en; Overview: Lottery winner dies; townsfolk scramble to claim his winnings.)
  There are 10 Candidates for recommendation: Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.),, Movie 1254:The Treasure of the Sierra Madre (Genres: Action, Adventure, Drama, Western; Language: en; Overview: Three men seek gold in Mexico, facing greed and danger.),, Movie 2467:The Name of the Rose (Genres: Drama, Thriller, Mystery; Language: en; Overview: William of Baskerville investigates murders at a monastery, defying authority.),, Movie 2509:Eight Days a Week (Genres: Comedy, Drama, Romance; Language: en; Overview: Peter camps on Erica's lawn to win her affection.),, Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.),, Movie 1147:When We Were Kings (Genres: Documentary; Language: en; Overview: Ali and Foreman fight in Zaire, promoted by Don King.),, Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.),, Movie 2817:Iron Eagle III (Genres: Action, Thriller; Language: en; Overview: Chappy uncovers drug smuggling, saves villagers using vintage planes.),, Movie 861:Police Story 3: Supercop (Genres: Action, Crime, Thriller; Language: cn; Overview: Hong Kong detective and Chinese counterpart unite against drug czar.),, Movie 3678:The Man with the Golden Arm (Genres: Crime, Drama, Romance; Language: en; Overview: Heroin addict Frankie struggles with rehabilitation in prison, 1955 film.)
  
  Strictly follow the output format:
  Rank1: movieid - Reason: explain why the user would most likely enjoy this movie
  Rank2: movieid - Reason: explain why the user would likely enjoy this movie second
  ...
  Rank10: movieid - Reason: explain why the user would like this movie last
  Please provide a ranked list of the recommended movies. You MUST rank only the given candidates and cannot include any movies not listed in the candidate list.
chosen: Rank 1: Movie 2686 - Reason: This movie combines drama, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 2: Movie 2467 - Reason: The film features a historical mystery that resonates with the user's interest in dramatic narratives such as "Quiz Show" and "Lawrence of Arabia."  
  Rank 3: Movie 1147 - Reason: As a documentary about a significant historical event, it appeals to the user's preference for films with historical context, akin to "The Bridge on the River Kwai."  
  Rank 4: Movie 3678 - Reason: The themes of struggle and redemption in this drama align with the user's appreciation for deep, character-driven stories like "Breaking the Waves."  
  Rank 5: Movie 861 - Reason: This action-packed film introduces crime and thriller elements, which complement the user's interest in high-stakes narratives like "The Empire Strikes Back."  
  Rank 6: Movie 2571 - Reason: The science fiction aspect and the theme of rebellion against control resonate with the user's interest in thought-provoking, action-oriented films like "Apocalypse Now."  
  Rank 7: Movie 318 - Reason: This classic drama about hope and friendship appeals to the user's taste for powerful storytelling, similar to "Citizen Kane."  
  Rank 8: Movie 2509 - Reason: The romantic comedy elements provide a lighter counterpart to the user's drama-heavy history, appealing to their diverse tastes.  
  Rank 9: Movie 1254 - Reason: The adventure and drama of this film align with the user’s interest in historical and character-driven narratives like "Lawrence of Arabia."  
  Rank 10: Movie 2817 - Reason: This action and thriller film introduces elements of heroism and adventure that resonate with the user’s enjoyment of intense narratives like "The Empire Strikes Back."
rejected: Rank 1: Movie 2467 - Reason: The film features a historical mystery that resonates with the user's interest in dramatic narratives such as "Quiz Show" and "Lawrence of Arabia."  
  Rank 2: Movie 2509 - Reason: The romantic comedy elements provide a lighter counterpart to the user's drama-heavy history, appealing to their diverse tastes.  
  Rank 3: Movie 3678 - Reason: The themes of struggle and redemption in this drama align with the user's appreciation for deep, character-driven stories like "Breaking the Waves."  
  Rank 4: Movie 2686 - Reason: This movie combines drama, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 5: Movie 1147 - Reason: As a documentary about a significant historical event, it appeals to the user's preference for films with historical context, akin to "The Bridge on the River Kwai."  
  Rank 6: Movie 2571 - Reason: The science fiction aspect and the theme of rebellion against control resonate with the user's interest in thought-provoking, action-oriented films like "Apocalypse Now."  
  Rank 7: Movie 318 - Reason: This classic drama about hope and friendship appeals to the user's taste for powerful storytelling, similar to "Citizen Kane."  
  Rank 8: Movie 861 - Reason: This action-packed film introduces crime and thriller elements, which complement the user's interest in high-stakes narratives like "The Empire Strikes Back."  
  Rank 9: Movie 2817 - Reason: This action and thriller film introduces elements of heroism and adventure that resonate with the user’s enjoyment of intense narratives like "The Empire Strikes Back."
  Rank 10: Movie 1254 - Reason: The adventure and drama of this film align with the user’s interest in historical and character-driven narratives like "Lawrence of Arabia."  