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 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 1054:Get on the Bus (Genres: Drama; Language: en; Overview: "Black men journey to Million Man March, discussing identity and issues."), Movie 1946:Marty (Genres: Drama, Romance; Language: en; Overview: Marty, a bachelor, finds connection with Clara despite pressure.), Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.), Movie 1960:The Last Emperor (Genres: Drama, History; Language: en; Overview: Pu Yi's life: Emperor, decline, exploitation, and peasant existence.), Movie 2070:Tender Mercies (Genres: Drama, Music, Romance; Language: en; Overview: Alcoholic singer Mac befriends widow, finds inspiration to revive career.), Movie 2303:Nashville (Genres: Drama, Music; Language: en; Overview: Interconnected Nashville stories explore music, relationships, and personal struggles.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3176:The Talented Mr. Ripley (Genres: Thriller, Crime, Drama; Language: en; Overview: Tom Ripley schemes to assume another's life through deception.)
  There are 10 Candidates for recommendation: Movie 635:A Family Thing (Genres: Comedy, Drama; Language: en; Overview: Earl discovers his heritage and connects with estranged family.),, Movie 2119:Maximum Overdrive (Genres: Action, Drama, Horror, Science Fiction; Language: en; Overview: Comet triggers machines' rampage; survivors fight homicidal 18-wheelers.),, Movie 3911:Best in Show (Genres: Comedy; Language: en; Overview: Excitement builds as diverse contestants prepare for Mayflower Dog Show.), Movie 476:The Inkwell (Genres: Comedy, Drama, Romance; Language: en; Overview: The Inkwell follows a boy's coming-of-age summer on Martha's Vineyard.),, Movie 3751:Chicken Run (Genres: Animation, Comedy, Family; Language: en; Overview: Rocky and Ginger lead chickens to escape oppressive farm owners.),, Movie 2940:Gilda (Genres: Drama, Romance, Thriller; Language: en; Overview: Gambler Johnny's life complicates with Mundson and alluring Gilda.),, Movie 27:Now and Then (Genres: Comedy, Drama, Family; Language: en; Overview: Four childhood friends reflect on their bittersweet coming-of-age summer.),, Movie 58:The Postman (Genres: Comedy, Drama, Romance; Language: it; Overview: Italian postman discovers poetry, impresses Beatrice while delivering mail.),, Movie 1884:Fear and Loathing in Las Vegas (Genres: Adventure, Drama, Comedy; Language: en; Overview: Sportswriter and lawyer embark on a drug-fueled Vegas adventure.),, Movie 1777:The Wedding Singer (Genres: Romance, Comedy; Language: en; Overview: Rock star Robbie and waitress Julia navigate complicated relationships post-breakup.),
  
  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 476 - Reason: This movie combines comedy, drama, and romance elements, resonating with the user's interest in character-driven narratives as seen in their history.  
  Rank 2: Movie 58 - Reason: The romantic and comedic aspects align well with the user's preferences for lighthearted yet meaningful stories.  
  Rank 3: Movie 2940 - Reason: The mix of drama, romance, and thriller elements reflects the user's appreciation for complex emotional narratives.  
  Rank 4: Movie 2119 - Reason: This movie's action elements and dramatic tension cater to the user's enjoyment of thrilling and suspenseful plots.  
  Rank 5: Movie 27 - Reason: The coming-of-age theme and focus on friendship resonate with the user's interest in nostalgic and heartfelt stories.  
  Rank 6: Movie 1777 - Reason: The romantic comedy setting aligns with the user's enjoyment of relationship dynamics and humor in films.  
  Rank 7: Movie 1884 - Reason: The adventure and comedic elements appeal to the user's taste for unconventional and imaginative storytelling.  
  Rank 8: Movie 3751 - Reason: The animation combined with comedy and family themes matches the user's appreciation for lighthearted entertainment.  
  Rank 9: Movie 3911 - Reason: The comedic competition setting aligns with the user's interest in character-driven ensemble casts and humor.  
  Rank 10: Movie 635 - Reason: The movie's exploration of family and heritage connects with the user's interest in emotional and character-focused narratives.
rejected: Rank 1: Movie 58 - Reason: The romantic and comedic aspects align well with the user's preferences for lighthearted yet meaningful stories.  
  Rank 2: Movie 1884 - Reason: The adventure and comedic elements appeal to the user's taste for unconventional and imaginative storytelling.  
  Rank 3: Movie 1777 - Reason: The romantic comedy setting aligns with the user's enjoyment of relationship dynamics and humor in films.  
  Rank 4: Movie 635 - Reason: The movie's exploration of family and heritage connects with the user's interest in emotional and character-focused narratives.
  Rank 5: Movie 3751 - Reason: The animation combined with comedy and family themes matches the user's appreciation for lighthearted entertainment.  
  Rank 6: Movie 476 - Reason: This movie combines comedy, drama, and romance elements, resonating with the user's interest in character-driven narratives as seen in their history.  
  Rank 7: Movie 2119 - Reason: This movie's action elements and dramatic tension cater to the user's enjoyment of thrilling and suspenseful plots.  
  Rank 8: Movie 27 - Reason: The coming-of-age theme and focus on friendship resonate with the user's interest in nostalgic and heartfelt stories.  
  Rank 9: Movie 3911 - Reason: The comedic competition setting aligns with the user's interest in character-driven ensemble casts and humor.  
  Rank 10: Movie 2940 - Reason: The mix of drama, romance, and thriller elements reflects the user's appreciation for complex emotional narratives.  