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 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 508:Philadelphia (Genres: Drama; Language: en; Overview: Two lawyers unite against AIDS discrimination, overcoming prejudice and corruption.), Movie 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.), Movie 1883:Bulworth (Genres: Comedy, Drama; Language: en; Overview: Disillusioned politician contracts own death, embraces hip-hop honesty with voters.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3256:Patriot Games (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Jack Ryan's interference with IRA leads to threats against him.), Movie 3317:Wonder Boys (Genres: Comedy, Drama; Language: en; Overview: Grady, an unproductive professor, faces misadventures with a young author.), Movie 3466:Heart and Souls (Genres: Fantasy, Drama, Comedy, Science Fiction, Romance; Language: en; Overview: Businessman reunites with childhood guardian angels for afterlife purpose.), Movie 3512:Return to Me (Genres: Romance, Comedy, Drama; Language: en; Overview: Widowed architect falls for waitress on blind date; truth revealed.)
  There are 10 Candidates for recommendation: Movie 294:The Perez Family (Genres: Comedy, Drama, Romance; Language: en; Overview: Refugees fake marriage, complicating love amidst the Mariel boat lift.),, Movie 3841:Air America (Genres: Action, Adventure, Comedy, Drama; Language: en; Overview: CIA's Air America involved smuggling, pilots, and wartime chaos in Laos.),, Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.),, Movie 3949:Requiem for a Dream (Genres: Crime, Drama; Language: en; Overview: Four ambitious individuals' lives are ruined by spiraling drug addictions.), Movie 1975:Friday the 13th Part 2 (Genres: Horror, Thriller; Language: en; Overview: Jason Voorhees returns for revenge at new camp near Crystal Lake.),, Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.),, Movie 2198:Modulations (Genres: Documentary; Language: en; Overview: Modulations explores electronic music's human element through global interviews.),, Movie 164:Devil in a Blue Dress (Genres: Drama, Mystery, Thriller; Language: en; Overview: Unemployed veteran investigates missing woman, facing danger and challenges.),, Movie 346:Backbeat (Genres: Drama, Music; Language: en; Overview: Film explores The Beatles' early days in Hamburg, focusing relationships.),, Movie 276:Milk Money (Genres: Comedy, Romance; Language: en; Overview: Boys hire prostitute; car breaks down, complicating her love life.),
  
  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 1975 - Reason: This horror film introduces suspense and psychological thrills, which can appeal to the user's interest in intense narratives as seen in their history with crime and drama films.  
  Rank 2: Movie 3949 - Reason: The themes of ambition and the consequences of addiction align with the user's appreciation for complex, dramatic stories seen in films like "Philadelphia" and "The Shawshank Redemption."  
  Rank 3: Movie 3841 - Reason: This film's blend of action, adventure, and the intricacies of wartime chaos ties into the user's interest in engaging, multifaceted narratives like "Patriot Games."  
  Rank 4: Movie 276 - Reason: The romantic and comedic elements resonate with the user's preference for romantic dramas, similar to "Return to Me" and "Philadelphia."  
  Rank 5: Movie 346 - Reason: This drama about The Beatles' early days offers a historical and musical narrative that aligns with the user's taste for deep character studies found in films like "The Shawshank Redemption."  
  Rank 6: Movie 1834 - Reason: The corporate intrigue and moral dilemmas presented in this thriller match the user's inclination towards complex plots, as seen in "The Crying Game."  
  Rank 7: Movie 1500 - Reason: The combination of action and dark comedy in this story complements the user's enjoyment of unconventional narratives, similar to "Being John Malkovich."  
  Rank 8: Movie 294 - Reason: The blending of comedy and drama in a refugee context aligns with the user's interest in films that explore personal relationships, akin to "The Truman Show."  
  Rank 9: Movie 2198 - Reason: The documentary's exploration of music's human element offers an intellectual and artistic perspective that resonates with the user's appreciation for thought-provoking content.  
  Rank 10: Movie 164 - Reason: The mystery and drama surrounding the investigation of a missing woman parallels the user's interest in suspenseful narratives, as seen in "The Crying Game."
rejected: Rank 1: Movie 346 - Reason: This drama about The Beatles' early days offers a historical and musical narrative that aligns with the user's taste for deep character studies found in films like "The Shawshank Redemption."  
  Rank 2: Movie 1975 - Reason: This horror film introduces suspense and psychological thrills, which can appeal to the user's interest in intense narratives as seen in their history with crime and drama films.  
  Rank 3: Movie 276 - Reason: The romantic and comedic elements resonate with the user's preference for romantic dramas, similar to "Return to Me" and "Philadelphia."  
  Rank 4: Movie 1834 - Reason: The corporate intrigue and moral dilemmas presented in this thriller match the user's inclination towards complex plots, as seen in "The Crying Game."  
  Rank 5: Movie 164 - Reason: The mystery and drama surrounding the investigation of a missing woman parallels the user's interest in suspenseful narratives, as seen in "The Crying Game."
  Rank 6: Movie 294 - Reason: The blending of comedy and drama in a refugee context aligns with the user's interest in films that explore personal relationships, akin to "The Truman Show."  
  Rank 7: Movie 2198 - Reason: The documentary's exploration of music's human element offers an intellectual and artistic perspective that resonates with the user's appreciation for thought-provoking content.  
  Rank 8: Movie 1500 - Reason: The combination of action and dark comedy in this story complements the user's enjoyment of unconventional narratives, similar to "Being John Malkovich."  
  Rank 9: Movie 3949 - Reason: The themes of ambition and the consequences of addiction align with the user's appreciation for complex, dramatic stories seen in films like "Philadelphia" and "The Shawshank Redemption."  
  Rank 10: Movie 3841 - Reason: This film's blend of action, adventure, and the intricacies of wartime chaos ties into the user's interest in engaging, multifaceted narratives like "Patriot Games."  