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 943:The Ghost and Mrs. Muir (Genres: Fantasy, Romance, Mystery; Language: en; Overview: Widow befriends ghost; romance complicates their unique relationship.), Movie 955:Bringing Up Baby (Genres: Comedy, Romance; Language: en; Overview: David meets Susan; misadventures ensue with a leopard named Baby.), Movie 1230:Annie Hall (Genres: Comedy, Drama, Romance; Language: en; Overview: Comedian Alvy Singer falls for quirky Annie Hall in New York.), Movie 1235:Harold and Maude (Genres: Comedy, Drama, Romance; Language: en; Overview: Harold and Maude connect, finding friendship and joy in life.), 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 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 2527:Westworld (Genres: Action, Adventure, Drama, Horror, Science Fiction, Thriller, Western; Language: en; Overview: Wealthy patrons experience fantasies; chaos ensues with rogue robot.), Movie 2936:Sullivan's Travels (Genres: Adventure, Comedy, Drama, Romance; Language: en; Overview: Spoiled director experiences reality while trying to understand poverty.)
  There are 10 Candidates for recommendation: Movie 3414:Love Is a Many-Splendored Thing (Genres: Drama, Romance; Language: en; Overview: Widowed doctor loves married correspondent amid China's Communist revolution.),, Movie 426:Body Snatchers (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: EPA inspector's family discovers alien presence at military base.),, Movie 1129:Escape from New York (Genres: Science Fiction, Action; Language: en; Overview: Manhattan prison holds criminals; soldier Snake Plissken must rescue President.),, Movie 2758:Plenty (Genres: Drama, Romance; Language: en; Overview: French freedom fighter confronts unfulfilled post-war life expectations.),, Movie 458:Geronimo: An American Legend (Genres: History, Action, Drama, Western; Language: en; Overview: Geronimo leads Apache warriors against government after broken promises.),, Movie 3272:Bad Lieutenant (Genres: Crime, Drama; Language: en; Overview: Corrupt detective seeks redemption while investigating nun's rape case.),, Movie 2791:Airplane! (Genres: Comedy; Language: en; Overview: Alcoholic pilot faces fears to land plane amid chaos.),, Movie 3361:Bull Durham (Genres: Comedy, Romance; Language: en; Overview: Veteran catcher mentors prospect while competing for a woman's affection.),, Movie 3718:American Pimp (Genres: Documentary; Language: en; Overview: African-American pimps discuss their lives, rules, and money-focused work.), Movie 1360:Identification of a Woman (Genres: Romance, Drama; Language: it; Overview: Director Niccolò seeks women for a film after heartbreak.),
  
  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 2791 - Reason: The comedic elements of this film align with the user's interest in light-hearted narratives, as seen in their enjoyment of movies like "Bringing Up Baby" and "Annie Hall."  
  Rank 2: Movie 2758 - Reason: This film's exploration of post-war life and romance resonates with the user's appreciation for drama and complex relationships, akin to their favorites like "The Shawshank Redemption" and "Harold and Maude."  
  Rank 3: Movie 1360 - Reason: The romantic and dramatic themes in this film appeal to the user's taste for character-driven stories, similar to "Annie Hall" and "Shakespeare in Love."  
  Rank 4: Movie 3361 - Reason: The blend of comedy and romance reflects the user's preference for films that balance humor with heartfelt moments, much like "L.A. Story" and "Sullivan's Travels."  
  Rank 5: Movie 3718 - Reason: This documentary's focus on personal narratives aligns with the user's interest in character studies, as seen in their history of watching dramas like "The Shawshank Redemption."  
  Rank 6: Movie 426 - Reason: The horror and science fiction elements provide a thrilling experience, which complements the user's diverse genre interests showcased in their viewing history.  
  Rank 7: Movie 1129 - Reason: The action and science fiction aspects cater to the user's appreciation for adventurous narratives, reminiscent of films like "Butch Cassidy and the Sundance Kid."  
  Rank 8: Movie 458 - Reason: This historical drama aligns with the user's interest in stories that highlight personal struggles against broader societal issues, similar to "The Shawshank Redemption."  
  Rank 9: Movie 3272 - Reason: The crime and drama elements reflect the user's affinity for intense narratives that explore moral complexities, as seen in "The Shawshank Redemption."  
  Rank 10: Movie 3414 - Reason: The romantic drama set against a historical backdrop appeals to the user's taste for emotional and poignant storytelling, akin to "Shakespeare in Love."
rejected: Rank 1: Movie 2758 - Reason: This film's exploration of post-war life and romance resonates with the user's appreciation for drama and complex relationships, akin to their favorites like "The Shawshank Redemption" and "Harold and Maude."  
  Rank 2: Movie 3272 - Reason: The crime and drama elements reflect the user's affinity for intense narratives that explore moral complexities, as seen in "The Shawshank Redemption."  
  Rank 3: Movie 426 - Reason: The horror and science fiction elements provide a thrilling experience, which complements the user's diverse genre interests showcased in their viewing history.  
  Rank 4: Movie 3361 - Reason: The blend of comedy and romance reflects the user's preference for films that balance humor with heartfelt moments, much like "L.A. Story" and "Sullivan's Travels."  
  Rank 5: Movie 1360 - Reason: The romantic and dramatic themes in this film appeal to the user's taste for character-driven stories, similar to "Annie Hall" and "Shakespeare in Love."  
  Rank 6: Movie 1129 - Reason: The action and science fiction aspects cater to the user's appreciation for adventurous narratives, reminiscent of films like "Butch Cassidy and the Sundance Kid."  
  Rank 7: Movie 2791 - Reason: The comedic elements of this film align with the user's interest in light-hearted narratives, as seen in their enjoyment of movies like "Bringing Up Baby" and "Annie Hall."  
  Rank 8: Movie 3414 - Reason: The romantic drama set against a historical backdrop appeals to the user's taste for emotional and poignant storytelling, akin to "Shakespeare in Love."
  Rank 9: Movie 3718 - Reason: This documentary's focus on personal narratives aligns with the user's interest in character studies, as seen in their history of watching dramas like "The Shawshank Redemption."  
  Rank 10: Movie 458 - Reason: This historical drama aligns with the user's interest in stories that highlight personal struggles against broader societal issues, similar to "The Shawshank Redemption."  