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 905:It Happened One Night (Genres: Comedy, Romance; Language: en; Overview: Ellie escapes marriage, teams up with reporter for return journey.), Movie 922:Sunset Boulevard (Genres: Drama; Language: en; Overview: A struggling screenwriter crafts a screenplay for a forgotten star.), Movie 923:Citizen Kane (Genres: Mystery, Drama; Language: en; Overview: Charles Foster Kane's life is shaped by childhood trauma and wealth.), 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 1278:Young Frankenstein (Genres: Comedy, Science Fiction; Language: en; Overview: Young neurosurgeon inherits castle, discovers grandfather's experiments, changes perspective.), Movie 2186:Strangers on a Train (Genres: Crime, Drama, Thriller; Language: en; Overview: Socialite shares murder theory with tennis star; plans to execute.), Movie 2932:Days of Heaven (Genres: Drama, Romance; Language: en; Overview: Steel worker flees, faces love triangle, locusts, and fire.), Movie 2936:Sullivan's Travels (Genres: Adventure, Comedy, Drama, Romance; Language: en; Overview: Spoiled director experiences reality while trying to understand poverty.), Movie 3097:The Shop Around the Corner (Genres: Comedy, Romance; Language: en; Overview: Two feuding employees unknowingly fall in love as pen pals.), Movie 3204:The Boys from Brazil (Genres: Horror, Drama, Thriller, Science Fiction; Language: en; Overview: Nazi hunter uncovers strange plot to revive the Third Reich.)
  There are 10 Candidates for recommendation: Movie 1303:The Man Who Would Be King (Genres: Adventure, Drama; Language: en; Overview: Two British adventurers rule Kafiristan, facing tragedy over love.),, Movie 2968:Time Bandits (Genres: Family, Fantasy, Science Fiction, Adventure, Comedy; Language: en; Overview: Kevin joins six dwarfs on time-traveling treasure adventures.),, Movie 3788:Blow-Up (Genres: Drama, Mystery, Thriller; Language: en; Overview: Mod photographer discovers murder in his mundane London life.), Movie 1212:The Third Man (Genres: Thriller, Mystery; Language: en; Overview: Postwar Vienna: Writer investigates friend's death, encounters love and conspiracy.),, Movie 141:The Birdcage (Genres: Comedy; Language: en; Overview: Gay cabaret owner and drag queen disguise for son's fiancé parents.),, Movie 3776:Melody Time (Genres: Music, Family, Animation; Language: en; Overview: Melody Time features animated sequences with popular and folk music.),, Movie 1477:Love Jones (Genres: Comedy, Drama, Romance; Language: en; Overview: Young poet Darius navigates love complications with photographer Nina.),, Movie 2303:Nashville (Genres: Drama, Music; Language: en; Overview: Interconnected Nashville stories explore music, relationships, and personal struggles.),, Movie 2204:Saboteur (Genres: Thriller, War; Language: en; Overview: Wrongly accused worker flees across U.S. after friend's death.),, Movie 935:The Band Wagon (Genres: Comedy, Music; Language: en; Overview: Artistic director transforms new Broadway musical into something unrecognizable.),
  
  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 3788 - Reason: This movie combines drama, mystery, and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 2: Movie 2204 - Reason: The thrilling narrative of a wrongly accused man on the run resonates with the user's interest in intense and suspenseful plots.  
  Rank 3: Movie 141 - Reason: This comedy features themes of identity and family dynamics, appealing to the user's fondness for romantic comedies like "It Happened One Night."  
  Rank 4: Movie 1212 - Reason: The mystery and thriller aspects, along with a compelling investigation, align well with the user's appreciation for dramatic storytelling found in "Citizen Kane."  
  Rank 5: Movie 935 - Reason: This musical comedy showcases artistic creativity and humor, which connects to the user's enjoyment of classic comedies such as "Young Frankenstein."  
  Rank 6: Movie 1477 - Reason: The romantic and dramatic elements of this film reflect the user's interest in love stories as seen in "Days of Heaven."  
  Rank 7: Movie 3776 - Reason: The family-friendly nature and musical sequences align with the user's varied taste in genres, including light-hearted films.  
  Rank 8: Movie 2968 - Reason: This adventure-comedy incorporates fantastical elements, appealing to the user's interest in imaginative storytelling as seen in previous comedies.  
  Rank 9: Movie 2303 - Reason: The intertwining stories and musical themes resonate with the user's appreciation for character-driven narratives found in "Sunset Boulevard."  
  Rank 10: Movie 1303 - Reason: This adventure drama explores themes of friendship and tragedy, aligning with the user's taste for deep, character-focused narratives.
rejected: Rank 1: Movie 1477 - Reason: The romantic and dramatic elements of this film reflect the user's interest in love stories as seen in "Days of Heaven."  
  Rank 2: Movie 1212 - Reason: The mystery and thriller aspects, along with a compelling investigation, align well with the user's appreciation for dramatic storytelling found in "Citizen Kane."  
  Rank 3: Movie 1303 - Reason: This adventure drama explores themes of friendship and tragedy, aligning with the user's taste for deep, character-focused narratives.
  Rank 4: Movie 3776 - Reason: The family-friendly nature and musical sequences align with the user's varied taste in genres, including light-hearted films.  
  Rank 5: Movie 141 - Reason: This comedy features themes of identity and family dynamics, appealing to the user's fondness for romantic comedies like "It Happened One Night."  
  Rank 6: Movie 2204 - Reason: The thrilling narrative of a wrongly accused man on the run resonates with the user's interest in intense and suspenseful plots.  
  Rank 7: Movie 2303 - Reason: The intertwining stories and musical themes resonate with the user's appreciation for character-driven narratives found in "Sunset Boulevard."  
  Rank 8: Movie 3788 - Reason: This movie combines drama, mystery, and thriller elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 9: Movie 935 - Reason: This musical comedy showcases artistic creativity and humor, which connects to the user's enjoyment of classic comedies such as "Young Frankenstein."  
  Rank 10: Movie 2968 - Reason: This adventure-comedy incorporates fantastical elements, appealing to the user's interest in imaginative storytelling as seen in previous comedies.  