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 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 954:Mr. Smith Goes to Washington (Genres: Comedy, Drama; Language: en; Overview: Naive Smith faces political corruption while pursuing a boys' camp.), Movie 1209:Once Upon a Time in the West (Genres: Western; Language: it; Overview: Widow, harmonica player, and desperado protect land from railroad threat.), Movie 1304:Butch Cassidy and the Sundance Kid (Genres: History, Drama, Western, Crime; Language: en; Overview: Butch Cassidy and Sundance Kid flee to South America from law.), Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.), Movie 1727:The Horse Whisperer (Genres: Drama, Romance; Language: en; Overview: Robert Redford directs and stars in healing family drama.), Movie 1946:Marty (Genres: Drama, Romance; Language: en; Overview: Marty, a bachelor, finds connection with Clara despite pressure.), Movie 2064:Roger & Me (Genres: Documentary, History; Language: en; Overview: Documentary on Flint GM plant closure, job loss, and interviews.), Movie 3251:Agnes of God (Genres: Drama, Mystery; Language: en; Overview: Psychiatrist evaluates novice's competency in newborn's murder case.), Movie 3365:The Searchers (Genres: Western; Language: en; Overview: Veteran searches for niece; motivations become increasingly questionable over time.)
  There are 10 Candidates for recommendation: Movie 99:Heidi Fleiss: Hollywood Madam (Genres: Documentary; Language: en; Overview: BBC crew interviews Heidi Fleiss amid conflicting views from others.),, Movie 257:Just Cause (Genres: Action, Drama, Mystery, Thriller; Language: en; Overview: Bobby Earl seeks help proving innocence; police dismiss new evidence.),, Movie 3262:Twin Peaks: Fire Walk with Me (Genres: Drama, Mystery; Language: en; Overview: FBI agent disappears; murder mystery unfolds in eerie Twin Peaks.),, Movie 2993:Thunderball (Genres: Adventure, Action, Thriller; Language: en; Overview: Criminals demand ransom for nuclear bombs; Bond must intervene.),, Movie 2626:Edge of Seventeen (Genres: Comedy, Drama, Romance; Language: en; Overview: Gay teenager discovers identity, love, and friendships in 1980s Midwest.),, Movie 1471:Boys Life 2 (Genres: Drama, Romance; Language: en; Overview: Four short films exploring homoerotic themes among young men.),, Movie 3826:Hollow Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Researcher becomes invisible, struggles to return, descends into madness.), Movie 2819:Three Days of the Condor (Genres: Action, Thriller, Mystery; Language: en; Overview: CIA researcher survives after colleagues' deaths, seeking trust and truth.),, Movie 3684:The Fabulous Baker Boys (Genres: Music, Drama, Romance; Language: en; Overview: Frank and Jack Baker are professional musicians playing small clubs.),, Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.),
  
  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 2993 - Reason: The action and thriller elements align with the user's interest in dramatic conflict and intense storytelling, as seen in movies like "The Horse Whisperer" and "Marty."  
  Rank 2: Movie 99 - Reason: The documentary format and exploration of complex characters resonate with the user's appreciation for insightful narratives, similar to "Roger & Me."  
  Rank 3: Movie 3826 - Reason: The combination of science fiction and psychological thriller aligns with the user's preference for thought-provoking stories, echoing the complexity found in "Agnes of God."  
  Rank 4: Movie 3262 - Reason: This film's mystery elements and dramatic storytelling connect with the user's taste for suspenseful narratives, akin to "Once Upon a Time in the West."  
  Rank 5: Movie 1471 - Reason: The exploration of romance and identity among young men aligns with the user's interest in personal relationships as showcased in "The Piano" and "Marty."  
  Rank 6: Movie 50 - Reason: The crime and thriller aspects resonate with the user's enjoyment of dramatic tension and complex plots, similar to "Butch Cassidy and the Sundance Kid."  
  Rank 7: Movie 2626 - Reason: The coming-of-age themes and romantic elements relate closely to the user's preference for heartfelt stories, reminiscent of "Romy and Michele's High School Reunion."  
  Rank 8: Movie 257 - Reason: The mix of action and mystery appeals to the user's interest in thrilling narratives, reflecting the tension found in "The Searchers."  
  Rank 9: Movie 3684 - Reason: The musical and romantic elements connect with the user's appreciation for stories that explore relationships, similar to "The Horse Whisperer."  
  Rank 10: Movie 2819 - Reason: The action and thriller elements align with the user's preference for suspenseful and engaging plots, reminiscent of "Mr. Smith Goes to Washington."
rejected: Rank 1: Movie 50 - Reason: The crime and thriller aspects resonate with the user's enjoyment of dramatic tension and complex plots, similar to "Butch Cassidy and the Sundance Kid."  
  Rank 2: Movie 2819 - Reason: The action and thriller elements align with the user's preference for suspenseful and engaging plots, reminiscent of "Mr. Smith Goes to Washington."
  Rank 3: Movie 1471 - Reason: The exploration of romance and identity among young men aligns with the user's interest in personal relationships as showcased in "The Piano" and "Marty."  
  Rank 4: Movie 99 - Reason: The documentary format and exploration of complex characters resonate with the user's appreciation for insightful narratives, similar to "Roger & Me."  
  Rank 5: Movie 3262 - Reason: This film's mystery elements and dramatic storytelling connect with the user's taste for suspenseful narratives, akin to "Once Upon a Time in the West."  
  Rank 6: Movie 2626 - Reason: The coming-of-age themes and romantic elements relate closely to the user's preference for heartfelt stories, reminiscent of "Romy and Michele's High School Reunion."  
  Rank 7: Movie 2993 - Reason: The action and thriller elements align with the user's interest in dramatic conflict and intense storytelling, as seen in movies like "The Horse Whisperer" and "Marty."  
  Rank 8: Movie 3684 - Reason: The musical and romantic elements connect with the user's appreciation for stories that explore relationships, similar to "The Horse Whisperer."  
  Rank 9: Movie 3826 - Reason: The combination of science fiction and psychological thriller aligns with the user's preference for thought-provoking stories, echoing the complexity found in "Agnes of God."  
  Rank 10: Movie 257 - Reason: The mix of action and mystery appeals to the user's interest in thrilling narratives, reflecting the tension found in "The Searchers."  