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 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.), Movie 1188:Strictly Ballroom (Genres: Comedy, Drama, Romance; Language: en; Overview: Scott's career faces risks; can he succeed with new partner?), Movie 1228:Raging Bull (Genres: Drama; Language: en; Overview: Jake LaMotta's rage fuels boxing success, isolates him from family.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), 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 1302:Field of Dreams (Genres: Drama, Fantasy; Language: en; Overview: Iowa farmer builds baseball diamond after hearing a mysterious voice.), Movie 1947:West Side Story (Genres: Crime, Drama, Music; Language: en; Overview: Polish-American Jets and Puerto Rican Sharks clash; love leads tragedy.), 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 3733:The Paper Chase (Genres: Comedy, Drama, Romance; Language: en; Overview: First-year law student juggles coursework and relationship with professor's daughter.)
  There are 10 Candidates for recommendation: Movie 3534:28 Days (Genres: Comedy, Drama; Language: en; Overview: Drunk driving leads Gwen to reluctant rehab instead of prison.), Movie 2116:The Lord of the Rings (Genres: Fantasy, Drama, Animation, Adventure; Language: en; Overview: Fellowship journeys to destroy One Ring and defeat Sauron.),, Movie 2301:History of the World: Part I (Genres: Comedy; Language: en; Overview: A humorous take on history challenges the sacredness of events.),, Movie 3359:Breaking Away (Genres: Drama, Comedy; Language: en; Overview: Dave graduates high school, dreams of racing bikes, embraces Italian culture.),, Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 3328:Ghost Dog: The Way of the Samurai (Genres: Crime, Drama; Language: en; Overview: African-American hitman, inspired by samurai, faces mob assassination threats.),, Movie 590:Dances with Wolves (Genres: Adventure, Drama, Western; Language: en; Overview: Wounded soldier finds hope, becomes hero, befriends Sioux tribe.),, Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.),, 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 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.),
  
  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 527 - Reason: This movie's powerful historical narrative and dramatic themes resonate with the user's preference for impactful stories, as seen in their history with films like "The Bridge on the River Kwai" and "Raging Bull."  
  Rank 2: Movie 2301 - Reason: The comedic take on history offers a light-hearted contrast to the more serious films the user enjoys, similar to the humor found in "Guess Who's Coming to Dinner."  
  Rank 3: Movie 2116 - Reason: The epic adventure and fantasy elements align with the user's interest in grand storytelling, akin to the adventurous spirit of "The African Queen."  
  Rank 4: Movie 3328 - Reason: The crime and drama blend in this film reflects the user’s appreciation for complex character studies, similar to "West Side Story."  
  Rank 5: Movie 515 - Reason: The romantic and dramatic elements present in this film match the user's interest in nuanced relationships, as seen in "The Graduate."  
  Rank 6: Movie 1196 - Reason: The adventure and action-packed storyline will appeal to the user’s tastes, reflecting the excitement found in "Field of Dreams."  
  Rank 7: Movie 590 - Reason: This film's themes of hope and adventure resonate with the user's previous choices, especially "The African Queen."  
  Rank 8: Movie 2707 - Reason: The thriller aspect combined with drama aligns with the user's interest in psychological tension, similar to "The Paper Chase."  
  Rank 9: Movie 3359 - Reason: The blend of drama and comedy in this coming-of-age story resonates with the user's enjoyment of character-driven narratives, as seen in "Strictly Ballroom."  
  Rank 10: Movie 3534 - Reason: This film's mix of comedy and drama about personal growth aligns with the user's history of enjoying films like "Guess Who's Coming to Dinner."
rejected: Rank 1: Movie 2301 - Reason: The comedic take on history offers a light-hearted contrast to the more serious films the user enjoys, similar to the humor found in "Guess Who's Coming to Dinner."  
  Rank 2: Movie 3328 - Reason: The crime and drama blend in this film reflects the user’s appreciation for complex character studies, similar to "West Side Story."  
  Rank 3: Movie 515 - Reason: The romantic and dramatic elements present in this film match the user's interest in nuanced relationships, as seen in "The Graduate."  
  Rank 4: Movie 3359 - Reason: The blend of drama and comedy in this coming-of-age story resonates with the user's enjoyment of character-driven narratives, as seen in "Strictly Ballroom."  
  Rank 5: Movie 2116 - Reason: The epic adventure and fantasy elements align with the user's interest in grand storytelling, akin to the adventurous spirit of "The African Queen."  
  Rank 6: Movie 1196 - Reason: The adventure and action-packed storyline will appeal to the user’s tastes, reflecting the excitement found in "Field of Dreams."  
  Rank 7: Movie 2707 - Reason: The thriller aspect combined with drama aligns with the user's interest in psychological tension, similar to "The Paper Chase."  
  Rank 8: Movie 527 - Reason: This movie's powerful historical narrative and dramatic themes resonate with the user's preference for impactful stories, as seen in their history with films like "The Bridge on the River Kwai" and "Raging Bull."  
  Rank 9: Movie 590 - Reason: This film's themes of hope and adventure resonate with the user's previous choices, especially "The African Queen."  
  Rank 10: Movie 3534 - Reason: This film's mix of comedy and drama about personal growth aligns with the user's history of enjoying films like "Guess Who's Coming to Dinner."