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 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1186:Sex, Lies, and Videotape (Genres: Drama; Language: en; Overview: Repressed woman faces betrayal; unusual visitor disrupts their lives.), Movie 1228:Raging Bull (Genres: Drama; Language: en; Overview: Jake LaMotta's rage fuels boxing success, isolates him from family.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 3095:The Grapes of Wrath (Genres: Drama; Language: en; Overview: Tom Joad returns home, family displaced, seeks new life in California.), Movie 3451:Guess Who's Coming to Dinner (Genres: Comedy, Drama, Romance; Language: en; Overview: Couple's attitudes challenged when daughter brings home black fiancé.), Movie 3834:Bronco Billy (Genres: Action, Comedy, Drama, Romance, Western; Language: en; Overview: Modern cowboy battles challenges to sustain his fading Wild West show.)
  There are 10 Candidates for recommendation: Movie 1957:Chariots of Fire (Genres: Drama, History; Language: en; Overview: British athletes' journey to the 1924 Summer Olympics depicted.),, Movie 1271:Fried Green Tomatoes (Genres: Drama, Comedy; Language: en; Overview: Evelyn meets Ninny, who shares Idgie and Ruth's story.),, Movie 452:Widows' Peak (Genres: Comedy, Thriller, Mystery, Romance, Foreign; Language: en; Overview: Edwina's arrival sparks scandal in widow-populated Irish town.),, Movie 1183:The English Patient (Genres: Drama, Romance, War; Language: en; Overview: Count Almásy experiences love, betrayal, and politics during WWII.),, Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 515:The Remains of the Day (Genres: Drama, Romance; Language: en; Overview: Butler's decorum challenged by love and political tensions post-WWI.),, Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.),, Movie 241:Fluke (Genres: Drama, Family, Fantasy; Language: en; Overview: Workaholic man dies, reincarnates as dog, seeks redemption for family.),, Movie 590:Dances with Wolves (Genres: Adventure, Drama, Western; Language: en; Overview: Wounded soldier finds hope, becomes hero, befriends Sioux tribe.),
  
  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 590 - Reason: This movie features a dramatic storyline about personal growth and cultural understanding, aligning with the user's appreciation for deep and emotional narratives as seen in "The Piano" and "The Grapes of Wrath."  
  Rank 2: Movie 150 - Reason: The theme of heroism and overcoming adversity in a dramatic context resonates with the user's interest in intense and character-driven stories, similar to "The Silence of the Lambs."  
  Rank 3: Movie 1957 - Reason: This film's historical drama and exploration of dedication and passion align well with the user's preference for thought-provoking narratives, as seen in "Raging Bull."  
  Rank 4: Movie 1271 - Reason: The blend of drama and comedy in this movie, along with strong character relationships, matches the user's taste for heartfelt stories like "Guess Who's Coming to Dinner."  
  Rank 5: Movie 515 - Reason: This film's exploration of love and personal conflict in a historical setting complements the user's interest in romantic dramas, similar to "My Fair Lady."  
  Rank 6: Movie 1196 - Reason: The adventurous and action-packed elements of this film provide a thrilling experience that appeals to the user's liking for dramatic tension, as seen in "The Bridge on the River Kwai."  
  Rank 7: Movie 241 - Reason: The film's unique premise of reincarnation and family themes resonates with the user's interest in emotional and transformative stories, akin to "Sex, Lies, and Videotape."  
  Rank 8: Movie 3362 - Reason: The intense crime and drama surrounding moral dilemmas in this movie aligns with the user's taste for thrilling narratives, similar to "The Silence of the Lambs."  
  Rank 9: Movie 1183 - Reason: This film's mix of romance and war, along with its deep character exploration, matches the user's preference for complex emotional stories as seen in "The English Patient."  
  Rank 10: Movie 452 - Reason: The combination of comedy and intrigue in a foreign setting aligns with the user's interest in diverse narratives, similar to the light-heartedness found in "Singin' in the Rain."
rejected: Rank 1: Movie 150 - Reason: The theme of heroism and overcoming adversity in a dramatic context resonates with the user's interest in intense and character-driven stories, similar to "The Silence of the Lambs."  
  Rank 2: Movie 515 - Reason: This film's exploration of love and personal conflict in a historical setting complements the user's interest in romantic dramas, similar to "My Fair Lady."  
  Rank 3: Movie 1271 - Reason: The blend of drama and comedy in this movie, along with strong character relationships, matches the user's taste for heartfelt stories like "Guess Who's Coming to Dinner."  
  Rank 4: Movie 241 - Reason: The film's unique premise of reincarnation and family themes resonates with the user's interest in emotional and transformative stories, akin to "Sex, Lies, and Videotape."  
  Rank 5: Movie 452 - Reason: The combination of comedy and intrigue in a foreign setting aligns with the user's interest in diverse narratives, similar to the light-heartedness found in "Singin' in the Rain."
  Rank 6: Movie 1183 - Reason: This film's mix of romance and war, along with its deep character exploration, matches the user's preference for complex emotional stories as seen in "The English Patient."  
  Rank 7: Movie 3362 - Reason: The intense crime and drama surrounding moral dilemmas in this movie aligns with the user's taste for thrilling narratives, similar to "The Silence of the Lambs."  
  Rank 8: Movie 590 - Reason: This movie features a dramatic storyline about personal growth and cultural understanding, aligning with the user's appreciation for deep and emotional narratives as seen in "The Piano" and "The Grapes of Wrath."  
  Rank 9: Movie 1957 - Reason: This film's historical drama and exploration of dedication and passion align well with the user's preference for thought-provoking narratives, as seen in "Raging Bull."  
  Rank 10: Movie 1196 - Reason: The adventurous and action-packed elements of this film provide a thrilling experience that appeals to the user's liking for dramatic tension, as seen in "The Bridge on the River Kwai."  