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 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 1197:The Princess Bride (Genres: Adventure, Family, Fantasy, Comedy, Romance; Language: en; Overview: Princess Buttercup and Westley face challenges for true love's triumph.), Movie 1220:The Blues Brothers (Genres: Music, Comedy, Action, Crime; Language: en; Overview: Jake and Elwood reunite to raise funds through music.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1947:West Side Story (Genres: Crime, Drama, Music; Language: en; Overview: Polish-American Jets and Puerto Rican Sharks clash; love leads tragedy.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.), Movie 2857:Yellow Submarine (Genres: Animation, Fantasy, Music; Language: en; Overview: Blue Meanies invade, draining color; Lord Admiral seeks Beatles' help.), Movie 2973:Crimes and Misdemeanors (Genres: Comedy, Drama; Language: en; Overview: Ophthalmologist's affair exposed; filmmaker captivated by another woman.), Movie 3201:Five Easy Pieces (Genres: Drama; Language: en; Overview: Upper-class dropout works on oil rigs, navigating bars and motels.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.)
  There are 10 Candidates for recommendation: Movie 2839:West Beyrouth (Genres: Romance, Drama, Comedy; Language: en; Overview: Civil war in Beirut transforms Tarek's life from adventure to tragedy.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 3632:Monsieur Verdoux (Genres: Comedy, Crime, Drama; Language: en; Overview: Unemployed banker marries, murders widows for income; routine disrupted.),, Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.),, Movie 2410:Rocky III (Genres: Drama; Language: en; Overview: Rocky Balboa faces challenges from Clubber Lang, trains with Apollo.),, Movie 3548:Auntie Mame (Genres: Comedy, Drama; Language: en; Overview: Ten-year-old Patrick lives with his eccentric, lively Auntie Mame.),, Movie 2630:Besieged (Genres: Drama, Romance; Language: en; Overview: Exiled woman confronts love and loyalty amidst husband's imprisonment.),, Movie 3347:Never Cry Wolf (Genres: Action, Adventure, Drama; Language: en; Overview: Farley Mowat discovers wolves' true role in the ecosystem.),, 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 2487:Blood, Guts, Bullets and Octane (Genres: Action, Comedy, Thriller; Language: en; Overview: Two men hustle a cherry convertible, attracting dangerous trouble.),
  
  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 2410 - Reason: This film features a compelling underdog story with dramatic elements, aligning with the user's appreciation for character-driven narratives as seen in "The Graduate" and "West Side Story."  
  Rank 2: Movie 3347 - Reason: The adventurous and dramatic exploration of nature and survival resonates with the user's interest in complex stories, similar to "Run Lola Run."  
  Rank 3: Movie 2487 - Reason: The blend of action and comedy in this film reflects the user's enjoyment of humorous yet thrilling narratives, akin to "The Blues Brothers."  
  Rank 4: Movie 2839 - Reason: This movie's focus on romance amidst dramatic circumstances connects with the user's taste for emotional storytelling, similar to "West Side Story."  
  Rank 5: Movie 1193 - Reason: The intense drama and psychological themes echo the user's preferences for thought-provoking narratives, much like "Crimes and Misdemeanors."  
  Rank 6: Movie 509 - Reason: The romantic and dramatic elements of this film align with the user's interest in deep emotional stories, similar to "The Graduate."  
  Rank 7: Movie 2630 - Reason: This film's exploration of love and loyalty in difficult circumstances resonates with the user's taste for complex relationships, similar to "The Graduate."  
  Rank 8: Movie 3838 - Reason: The mix of horror and science fiction provides a thrilling experience that appeals to the user's taste for suspense, similar to "Predator."  
  Rank 9: Movie 3548 - Reason: The comedic and dramatic aspects of this film align with the user's enjoyment of character-driven stories, similar to "Crimes and Misdemeanors."  
  Rank 10: Movie 3632 - Reason: The dark humor and crime elements provide a thought-provoking narrative that resonates with the user's appreciation for complex storytelling, similar to "The Graduate."
rejected: Rank 1: Movie 2630 - Reason: This film's exploration of love and loyalty in difficult circumstances resonates with the user's taste for complex relationships, similar to "The Graduate."  
  Rank 2: Movie 3838 - Reason: The mix of horror and science fiction provides a thrilling experience that appeals to the user's taste for suspense, similar to "Predator."  
  Rank 3: Movie 1193 - Reason: The intense drama and psychological themes echo the user's preferences for thought-provoking narratives, much like "Crimes and Misdemeanors."  
  Rank 4: Movie 2839 - Reason: This movie's focus on romance amidst dramatic circumstances connects with the user's taste for emotional storytelling, similar to "West Side Story."  
  Rank 5: Movie 3347 - Reason: The adventurous and dramatic exploration of nature and survival resonates with the user's interest in complex stories, similar to "Run Lola Run."  
  Rank 6: Movie 2410 - Reason: This film features a compelling underdog story with dramatic elements, aligning with the user's appreciation for character-driven narratives as seen in "The Graduate" and "West Side Story."  
  Rank 7: Movie 3632 - Reason: The dark humor and crime elements provide a thought-provoking narrative that resonates with the user's appreciation for complex storytelling, similar to "The Graduate."
  Rank 8: Movie 509 - Reason: The romantic and dramatic elements of this film align with the user's interest in deep emotional stories, similar to "The Graduate."  
  Rank 9: Movie 3548 - Reason: The comedic and dramatic aspects of this film align with the user's enjoyment of character-driven stories, similar to "Crimes and Misdemeanors."  
  Rank 10: Movie 2487 - Reason: The blend of action and comedy in this film reflects the user's enjoyment of humorous yet thrilling narratives, akin to "The Blues Brothers."  