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 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.), Movie 950:The Thin Man (Genres: Comedy, Crime, Mystery; Language: en; Overview: Detective Nick Charles returns, solves murder case with Nora.), Movie 951:His Girl Friday (Genres: Comedy, Drama; Language: en; Overview: Hildy announces engagement; Walter sabotages fiancé to win her back.), Movie 1081:Victor/Victoria (Genres: Comedy, Music, Romance; Language: en; Overview: Soprano impersonates male, complicating her personal life and career.), Movie 1179:The Grifters (Genres: Crime, Drama; Language: en; Overview: Young grifter faces injury, mother’s displeasure, and unpredictable romance.), Movie 1299:The Killing Fields (Genres: War, Drama, History; Language: en; Overview: Journalists' friendship endures during Cambodia's tragic Khmer Rouge era.), Movie 2936:Sullivan's Travels (Genres: Adventure, Comedy, Drama, Romance; Language: en; Overview: Spoiled director experiences reality while trying to understand poverty.), Movie 3095:The Grapes of Wrath (Genres: Drama; Language: en; Overview: Tom Joad returns home, family displaced, seeks new life in California.), Movie 3129:Sweet and Lowdown (Genres: Comedy, Drama; Language: en; Overview: Comedic biopic about Emmett Ray, a flawed genius jazz guitarist.), Movie 3422:She's Gotta Have It (Genres: Comedy, Romance; Language: en; Overview: Nola juggles three relationships, resisting commitment to any man.)
  There are 10 Candidates for recommendation: Movie 3761:Bound by Honor (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Three gang members' lives change through crime, addiction, and incarceration.), Movie 3175:Galaxy Quest (Genres: Comedy, Family, Science Fiction; Language: en; Overview: 1970s sci-fi stars help aliens against oppressive regime in space.),, Movie 13:Balto (Genres: Family, Animation, Adventure; Language: en; Overview: Half-wolf outcast risks everything to stop Nome's deadly epidemic.),, Movie 3152:The Last Picture Show (Genres: Drama; Language: en; Overview: Sonny matures in a small Texas town during the 1950s.),, Movie 807:Rendezvous in Paris (Genres: Romance, Comedy; Language: fr; Overview: Three love stories intertwine through coincidences on Parisian dates.),, Movie 386:S.F.W. (Genres: Comedy, Drama; Language: en; Overview: Teenager gains unwanted fame after being taken hostage by terrorists.),, Movie 1644:I Know What You Did Last Summer (Genres: Horror, Thriller, Mystery; Language: en; Overview: Four friends cover up a hit-and-run; secrets resurface.),, Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.),, Movie 722:The Haunted World of Edward D. Wood, Jr. (Genres: Documentary; Language: en; Overview: Documentary profiles Ed Wood's life, films, and his collaborators.),, Movie 612:The Pallbearer (Genres: Comedy, Romance; Language: en; Overview: Tom gives eulogy for friend he never met, faces complications.),
  
  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 1644 - Reason: This horror thriller combines elements of mystery and suspense, appealing to the user’s interest in complex and thrilling narratives as seen in their history.  
  Rank 2: Movie 612 - Reason: The romantic comedy aspect resonates with the user’s enjoyment of films like "His Girl Friday" and "She's Gotta Have It".  
  Rank 3: Movie 386 - Reason: This film's blend of comedy and drama provides an engaging narrative similar to the user’s appreciation for character-driven stories like "Sweet and Lowdown".  
  Rank 4: Movie 3761 - Reason: The action and crime elements align with the user’s interest in thrilling narratives found in movies like "The Grifters".  
  Rank 5: Movie 13 - Reason: This family adventure film offers a heartwarming story, which reflects the user’s enjoyment of emotional and uplifting narratives.  
  Rank 6: Movie 3363 - Reason: The coming-of-age theme and comedic elements appeal to the user’s taste for character-driven dramas like "Sullivan's Travels".  
  Rank 7: Movie 807 - Reason: The intertwining romantic stories align with the user’s interest in romantic comedies, similar to "Victor/Victoria".  
  Rank 8: Movie 722 - Reason: This documentary's exploration of film history may attract the user’s interest due to their appreciation for cinematic narratives.  
  Rank 9: Movie 3152 - Reason: The coming-of-age story set in a small town aligns with the user’s interest in drama as seen in "The Grapes of Wrath".  
  Rank 10: Movie 3175 - Reason: This sci-fi comedy provides humor and adventure, appealing to the user’s enjoyment of films like "Galaxy Quest".
rejected: Rank 1: Movie 3761 - Reason: The action and crime elements align with the user’s interest in thrilling narratives found in movies like "The Grifters".  
  Rank 2: Movie 3363 - Reason: The coming-of-age theme and comedic elements appeal to the user’s taste for character-driven dramas like "Sullivan's Travels".  
  Rank 3: Movie 3152 - Reason: The coming-of-age story set in a small town aligns with the user’s interest in drama as seen in "The Grapes of Wrath".  
  Rank 4: Movie 722 - Reason: This documentary's exploration of film history may attract the user’s interest due to their appreciation for cinematic narratives.  
  Rank 5: Movie 612 - Reason: The romantic comedy aspect resonates with the user’s enjoyment of films like "His Girl Friday" and "She's Gotta Have It".  
  Rank 6: Movie 13 - Reason: This family adventure film offers a heartwarming story, which reflects the user’s enjoyment of emotional and uplifting narratives.  
  Rank 7: Movie 1644 - Reason: This horror thriller combines elements of mystery and suspense, appealing to the user’s interest in complex and thrilling narratives as seen in their history.  
  Rank 8: Movie 386 - Reason: This film's blend of comedy and drama provides an engaging narrative similar to the user’s appreciation for character-driven stories like "Sweet and Lowdown".  
  Rank 9: Movie 807 - Reason: The intertwining romantic stories align with the user’s interest in romantic comedies, similar to "Victor/Victoria".  
  Rank 10: Movie 3175 - Reason: This sci-fi comedy provides humor and adventure, appealing to the user’s enjoyment of films like "Galaxy Quest".