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 235:Ed Wood (Genres: Comedy, Drama, History; Language: en; Overview: The worst director's journey creating B-movies with quirky friends.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.), Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.), Movie 1288:This Is Spinal Tap (Genres: Comedy, Music; Language: en; Overview: "This Is Spinal Tap" explores a struggling metal band's journey.), Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.), Movie 2076:Blue Velvet (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Severed ear sparks investigation into kidnapped singer's child and criminals.), Movie 2359:Waking Ned (Genres: Comedy, Romance; Language: en; Overview: Lottery winner dies; townsfolk scramble to claim his winnings.), Movie 2583:Cookie's Fortune (Genres: Comedy, Drama, Thriller; Language: en; Overview: Old woman's death sparks conflict among family and friends.)
  There are 10 Candidates for recommendation: Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.),, Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.),, Movie 3361:Bull Durham (Genres: Comedy, Romance; Language: en; Overview: Veteran catcher mentors prospect while competing for a woman's affection.),, Movie 2302:My Cousin Vinny (Genres: Comedy, Drama; Language: en; Overview: Two friends arrested for murder; lawyer cousin unexpectedly defends them.),, Movie 490:Malice (Genres: Drama, Crime; Language: en; Overview: Married couple's lives change after Tracy's operation by doctor Jed.),, Movie 3838:Phantasm III: Lord of the Dead (Genres: Horror, Action, Science Fiction; Language: en; Overview: Tall Man returns, haunting Mike and Reggie’s dangerous quest.),, Movie 3176:The Talented Mr. Ripley (Genres: Thriller, Crime, Drama; Language: en; Overview: Tom Ripley schemes to assume another's life through deception.),, Movie 1957:Chariots of Fire (Genres: Drama, History; Language: en; Overview: British athletes' journey to the 1924 Summer Olympics depicted.),, Movie 3852:The Tao of Steve (Genres: Comedy, Romance; Language: en; Overview: Underachieving teacher Dex reevaluates seduction after meeting a woman.), Movie 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.),
  
  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 3852 - Reason: This movie combines comedy and romance, aligning with the user's enjoyment of light-hearted narratives as seen in their history with films like A Fish Called Wanda and Waking Ned.  
  Rank 2: Movie 1589 - Reason: The action and crime elements in this film appeal to the user's interest in dramatic, intense narratives, similar to The Shawshank Redemption and Blue Velvet.  
  Rank 3: Movie 3361 - Reason: This film features a blend of comedy and romance, resonating with the user's enjoyment of character-driven stories, as seen in their history with movies like This Is Spinal Tap and My Cousin Vinny.  
  Rank 4: Movie 1957 - Reason: The historical drama in this film connects with the user's appreciation for stories that explore significant events, akin to Ed Wood and Midnight Cowboy.  
  Rank 5: Movie 1036 - Reason: This action thriller features a strong protagonist making tough choices, appealing to the user's taste for gripping narratives like Blade Runner and Cop Land.  
  Rank 6: Movie 3838 - Reason: The horror and science fiction elements cater to the user's interest in unique and adventurous stories, reflecting the complexity seen in films like Blade Runner.  
  Rank 7: Movie 1885 - Reason: The combination of comedy and drama in this film aligns with the user's preference for quirky, character-focused narratives, similar to A Fish Called Wanda.  
  Rank 8: Movie 2302 - Reason: This film’s comedic and dramatic elements resonate with the user’s enjoyment of legal and friendship themes, reflecting their interest in My Cousin Vinny.  
  Rank 9: Movie 490 - Reason: The drama and crime aspects of this film align with the user’s interest in psychological and intense narratives, akin to Blue Velvet and The Shawshank Redemption.  
  Rank 10: Movie 3176 - Reason: This thriller incorporates elements of deception and crime, appealing to the user's interest in complex narratives as shown in their history with movies like Midnight Cowboy.
rejected: Rank 1: Movie 1885 - Reason: The combination of comedy and drama in this film aligns with the user's preference for quirky, character-focused narratives, similar to A Fish Called Wanda.  
  Rank 2: Movie 490 - Reason: The drama and crime aspects of this film align with the user’s interest in psychological and intense narratives, akin to Blue Velvet and The Shawshank Redemption.  
  Rank 3: Movie 1589 - Reason: The action and crime elements in this film appeal to the user's interest in dramatic, intense narratives, similar to The Shawshank Redemption and Blue Velvet.  
  Rank 4: Movie 3852 - Reason: This movie combines comedy and romance, aligning with the user's enjoyment of light-hearted narratives as seen in their history with films like A Fish Called Wanda and Waking Ned.  
  Rank 5: Movie 2302 - Reason: This film’s comedic and dramatic elements resonate with the user’s enjoyment of legal and friendship themes, reflecting their interest in My Cousin Vinny.  
  Rank 6: Movie 3176 - Reason: This thriller incorporates elements of deception and crime, appealing to the user's interest in complex narratives as shown in their history with movies like Midnight Cowboy.
  Rank 7: Movie 1957 - Reason: The historical drama in this film connects with the user's appreciation for stories that explore significant events, akin to Ed Wood and Midnight Cowboy.  
  Rank 8: Movie 3838 - Reason: The horror and science fiction elements cater to the user's interest in unique and adventurous stories, reflecting the complexity seen in films like Blade Runner.  
  Rank 9: Movie 1036 - Reason: This action thriller features a strong protagonist making tough choices, appealing to the user's taste for gripping narratives like Blade Runner and Cop Land.  
  Rank 10: Movie 3361 - Reason: This film features a blend of comedy and romance, resonating with the user's enjoyment of character-driven stories, as seen in their history with movies like This Is Spinal Tap and My Cousin Vinny.  