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 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 223:Clerks (Genres: Comedy; Language: en; Overview: Bored clerks Dante and Randal navigate life with humor and antics.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 524:Rudy (Genres: Drama; Language: en; Overview: Rudy, small and unskilled, dreams of playing football at Notre Dame.), Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.), Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.), Movie 2761:The Iron Giant (Genres: Adventure, Animation, Family, Fantasy, Science Fiction; Language: en; Overview: A giant machine befriends a boy, overcoming fears and prejudices.), Movie 2959:Fight Club (Genres: Drama; Language: en; Overview: Insomniac and salesman create therapy; fight clubs spiral out-of-control.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3793:X-Men (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rogue and Wolverine join X-Men to fight a terrorist organization.)
  There are 10 Candidates for recommendation: Movie 3452:Romeo Must Die (Genres: Action, Crime, Thriller; Language: en; Overview: Two gangs vie for power in Oakland's docks, leading to betrayal.),, Movie 2106:Swing Kids (Genres: Music, Drama; Language: en; Overview: Kids in Nazi Germany face tough choices through forbidden music.),, Movie 1317:I'm Not Rappaport (Genres: Comedy; Language: en; Overview: Old man battles retirement, daughter, drug dealer, and mugger.),, Movie 3745:Titan A.E. (Genres: Animation, Action, Science Fiction, Family, Adventure; Language: en; Overview: Young man holds key to humanity's survival against alien Dredge.),, Movie 2080:Lady and the Tramp (Genres: Family, Animation; Language: en; Overview: Lady, a cocker spaniel, adventures with Tramp, a mongrel dog.),, Movie 3301:The Whole Nine Yards (Genres: Comedy, Crime; Language: en; Overview: Mobster in witness protection faces neighbors seeking criminal involvement again.),, Movie 2162:The Neverending Story II: The Next Chapter (Genres: Drama, Family, Fantasy, Adventure; Language: en; Overview: Bastian returns to Fantasia to combat sorceress Xayide's destruction.),, Movie 158:Casper (Genres: Fantasy, Comedy, Family; Language: en; Overview: Carrigan seeks treasure; ghosts and Casper complicate her plans.),, Movie 3755:The Perfect Storm (Genres: Drama; Language: en; Overview: In October 1991, a storm sank the fishing boat Andrea Gail.), Movie 2502:Office Space (Genres: Comedy, Crime; Language: en; Overview: Three workers plot to embezzle money from their employers.),
  
  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 1317 - Reason: This comedy features themes of aging and resilience, appealing to the user's interest in character-driven narratives like "The Shawshank Redemption."  
  Rank 2: Movie 3452 - Reason: The action and crime elements resonate with the user's enjoyment of thrilling plots, similar to the tension in "Fight Club."  
  Rank 3: Movie 3755 - Reason: The dramatic portrayal of survival and struggle in extreme conditions aligns with the user's taste for intense, emotional storytelling seen in "Rudy."  
  Rank 4: Movie 158 - Reason: This family-friendly comedy introduces elements of fantasy, which may attract the user similar to the whimsical aspects of "The Iron Giant."  
  Rank 5: Movie 2502 - Reason: The workplace comedy and crime plot relate to the user's appreciation for humor combined with serious themes, as seen in "Clerks."  
  Rank 6: Movie 3301 - Reason: The blend of comedy and crime mirrors the complexities found in "Chasing Amy," appealing to the user's interest in character dynamics.  
  Rank 7: Movie 3745 - Reason: This animated adventure holds sci-fi themes, appealing to the user’s love for imaginative storytelling like in "X-Men."  
  Rank 8: Movie 2106 - Reason: The coming-of-age story and musical elements may resonate with the user’s affinity for family-oriented narratives, similar to "October Sky."  
  Rank 9: Movie 2080 - Reason: This classic animated film offers a heartwarming story, aligning with the user’s interest in family and fantasy, as seen in "The Iron Giant."  
  Rank 10: Movie 2162 - Reason: The adventurous narrative and fantastical elements appeal to the user’s love for imaginative journeys, paralleling "The Shawshank Redemption."
rejected: Rank 1: Movie 2162 - Reason: The adventurous narrative and fantastical elements appeal to the user’s love for imaginative journeys, paralleling "The Shawshank Redemption."
  Rank 2: Movie 2080 - Reason: This classic animated film offers a heartwarming story, aligning with the user’s interest in family and fantasy, as seen in "The Iron Giant."  
  Rank 3: Movie 3755 - Reason: The dramatic portrayal of survival and struggle in extreme conditions aligns with the user's taste for intense, emotional storytelling seen in "Rudy."  
  Rank 4: Movie 2502 - Reason: The workplace comedy and crime plot relate to the user's appreciation for humor combined with serious themes, as seen in "Clerks."  
  Rank 5: Movie 3745 - Reason: This animated adventure holds sci-fi themes, appealing to the user’s love for imaginative storytelling like in "X-Men."  
  Rank 6: Movie 3452 - Reason: The action and crime elements resonate with the user's enjoyment of thrilling plots, similar to the tension in "Fight Club."  
  Rank 7: Movie 158 - Reason: This family-friendly comedy introduces elements of fantasy, which may attract the user similar to the whimsical aspects of "The Iron Giant."  
  Rank 8: Movie 3301 - Reason: The blend of comedy and crime mirrors the complexities found in "Chasing Amy," appealing to the user's interest in character dynamics.  
  Rank 9: Movie 2106 - Reason: The coming-of-age story and musical elements may resonate with the user’s affinity for family-oriented narratives, similar to "October Sky."  
  Rank 10: Movie 1317 - Reason: This comedy features themes of aging and resilience, appealing to the user's interest in character-driven narratives like "The Shawshank Redemption."  