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 62:Mr. Holland's Opus (Genres: Music, Drama, Family; Language: en; Overview: Musician becomes teacher, inspires students while pursuing his true passion.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.), Movie 1186:Sex, Lies, and Videotape (Genres: Drama; Language: en; Overview: Repressed woman faces betrayal; unusual visitor disrupts their lives.), 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 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 1380:Grease (Genres: Romance; Language: en; Overview: Sandy and Danny reunite in high school, facing friendship challenges.), Movie 1947:West Side Story (Genres: Crime, Drama, Music; Language: en; Overview: Polish-American Jets and Puerto Rican Sharks clash; love leads tragedy.), Movie 2146:St. Elmo's Fire (Genres: Drama, Romance; Language: en; Overview: Seven friends navigate life, relationships, and career challenges post-graduation.), Movie 2866:The Buddy Holly Story (Genres: Drama; Language: en; Overview: Film depicts life and career of early rock and roll star.)
  There are 10 Candidates for recommendation: Movie 458:Geronimo: An American Legend (Genres: History, Action, Drama, Western; Language: en; Overview: Geronimo leads Apache warriors against government after broken promises.),, Movie 2938:Man Facing Southeast (Genres: Mystery, Science Fiction, Drama; Language: es; Overview: Alien patient critiques humanity; psychiatrist struggles with institutional obligations.),, Movie 1271:Fried Green Tomatoes (Genres: Drama, Comedy; Language: en; Overview: Evelyn meets Ninny, who shares Idgie and Ruth's story.),, Movie 1689:The Man Who Knew Too Little (Genres: Comedy, Thriller, Crime, Action; Language: en; Overview: American tourist mistaken for someone else in international plot unfolds.),, Movie 1057:Everyone Says I Love You (Genres: Music, Comedy, Romance; Language: en; Overview: New York girl matches father; sister gets engaged amid turmoil.),, Movie 3359:Breaking Away (Genres: Drama, Comedy; Language: en; Overview: Dave graduates high school, dreams of racing bikes, embraces Italian culture.), Movie 2630:Besieged (Genres: Drama, Romance; Language: en; Overview: Exiled woman confronts love and loyalty amidst husband's imprisonment.),, Movie 417:Barcelona (Genres: Comedy, Drama, Romance; Language: en; Overview: Ted and Fred navigate relationships and conflicts in Barcelona.),, Movie 1511:A Chef in Love (Genres: Drama, Comedy, Romance, Foreign; Language: fr; Overview: French chef Pascal Ichak loves Georgia amidst Soviet turmoil.),, Movie 39:Clueless (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher, a popular matchmaker, learns lessons about love and identity.),
  
  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 417 - Reason: This comedy-drama-romance explores relationships, akin to the user's interest in character-driven stories like "St. Elmo's Fire" and "Grease."  
  Rank 2: Movie 1511 - Reason: The blend of drama and romance set against a historical backdrop resonates with the user's appreciation for deep emotional narratives found in movies like "The Piano."  
  Rank 3: Movie 1057 - Reason: This musical comedy-romance features family dynamics and love, aligning with the user's enjoyment of music-themed films like "Mr. Holland's Opus" and "West Side Story."  
  Rank 4: Movie 3359 - Reason: This coming-of-age drama-comedy about dreams and cultural experiences reflects the user’s affinity for character growth seen in "One Flew Over the Cuckoo's Nest."  
  Rank 5: Movie 1271 - Reason: The intertwining of friendship and personal stories in a drama-comedy mirrors the user's interest in character relationships as seen in "St. Elmo's Fire."  
  Rank 6: Movie 458 - Reason: The historical narrative and themes of conflict resonate with the user's taste for dramatic storytelling found in "The Bridge on the River Kwai."  
  Rank 7: Movie 39 - Reason: This comedy-drama-romance about self-discovery and relationships relates to the user's enjoyment of youthful romance, similar to "Grease."  
  Rank 8: Movie 2630 - Reason: The romantic drama's exploration of love and loyalty in difficult circumstances echoes the emotional depth found in "The Piano."  
  Rank 9: Movie 2938 - Reason: The mix of mystery and science fiction provides a thought-provoking narrative that aligns with the user's interest in complex themes seen in "Sex, Lies, and Videotape."  
  Rank 10: Movie 1689 - Reason: This comedy-thriller about mistaken identity offers humor and adventure, appealing to the user's enjoyment of light-hearted yet engaging stories like "Grease."
rejected: Rank 1: Movie 2630 - Reason: The romantic drama's exploration of love and loyalty in difficult circumstances echoes the emotional depth found in "The Piano."  
  Rank 2: Movie 2938 - Reason: The mix of mystery and science fiction provides a thought-provoking narrative that aligns with the user's interest in complex themes seen in "Sex, Lies, and Videotape."  
  Rank 3: Movie 458 - Reason: The historical narrative and themes of conflict resonate with the user's taste for dramatic storytelling found in "The Bridge on the River Kwai."  
  Rank 4: Movie 39 - Reason: This comedy-drama-romance about self-discovery and relationships relates to the user's enjoyment of youthful romance, similar to "Grease."  
  Rank 5: Movie 1057 - Reason: This musical comedy-romance features family dynamics and love, aligning with the user's enjoyment of music-themed films like "Mr. Holland's Opus" and "West Side Story."  
  Rank 6: Movie 1689 - Reason: This comedy-thriller about mistaken identity offers humor and adventure, appealing to the user's enjoyment of light-hearted yet engaging stories like "Grease."
  Rank 7: Movie 1511 - Reason: The blend of drama and romance set against a historical backdrop resonates with the user's appreciation for deep emotional narratives found in movies like "The Piano."  
  Rank 8: Movie 1271 - Reason: The intertwining of friendship and personal stories in a drama-comedy mirrors the user's interest in character relationships as seen in "St. Elmo's Fire."  
  Rank 9: Movie 417 - Reason: This comedy-drama-romance explores relationships, akin to the user's interest in character-driven stories like "St. Elmo's Fire" and "Grease."  
  Rank 10: Movie 3359 - Reason: This coming-of-age drama-comedy about dreams and cultural experiences reflects the user’s affinity for character growth seen in "One Flew Over the Cuckoo's Nest."  