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 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.), Movie 803:Walking and Talking (Genres: Comedy, Drama, Romance; Language: en; Overview: Amelia faces challenges with friends' support and brief romance.), Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.), Movie 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.), Movie 2006:The Mask of Zorro (Genres: Action, Adventure; Language: en; Overview: Zorro trains Alejandro to fight against tyrant Don Rafael Montero.), Movie 2303:Nashville (Genres: Drama, Music; Language: en; Overview: Interconnected Nashville stories explore music, relationships, and personal struggles.), Movie 2866:The Buddy Holly Story (Genres: Drama; Language: en; Overview: Film depicts life and career of early rock and roll star.), Movie 2947:Goldfinger (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond battles a villain to protect Fort Knox and economy.), Movie 3135:The Great Santini (Genres: Drama; Language: en; Overview: Ben Meechum seeks his father's approval as he matures.), Movie 3657:Pandora and the Flying Dutchman (Genres: Fantasy, Drama, Mystery, Romance; Language: en; Overview: Flying Dutchman cursed captain seeks love in 1930s Spanish seaport.)
  There are 10 Candidates for recommendation: Movie 3634:Seven Days in May (Genres: Drama, Thriller; Language: en; Overview: General warns president about impending military coup plot against him.), Movie 2296:A Night at the Roxbury (Genres: Comedy; Language: en; Overview: Brothers seek romance, club dreams, mistaken for wealthy insiders.),, Movie 1896:Cousin Bette (Genres: Comedy, Drama, Romance; Language: en; Overview: Lonely seamstress seeks revenge after family rejects her love.),, 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 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.),, Movie 3081:Sleepy Hollow (Genres: Drama, Fantasy, Thriller, Mystery; Language: en; Overview: Detective Crane investigates beheaded victims linked to the Headless Horseman.),, 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 424:Blue Chips (Genres: Drama; Language: en; Overview: Desperate coach faces pressure as team struggles and recruits dwindles.),, Movie 1103:Rebel Without a Cause (Genres: Drama; Language: en; Overview: Teen Jim Stark faces challenges after moving, including love, conflict.),, Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.),
  
  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 1103 - Reason: This movie explores teenage challenges and conflicts, which resonates with the user's interest in character-driven dramas like "On the Waterfront" and "Schindler's List."
  
  Rank 2: Movie 3451 - Reason: The themes of challenging societal norms and family dynamics in this film align with the user's appreciation for thought-provoking dramas, particularly in the context of relationships as seen in "Walking and Talking."
  
  Rank 3: Movie 2296 - Reason: This comedy about mistaken identities and dreams mirrors the light-hearted elements found in "Walking and Talking," appealing to the user's taste for humor intertwined with personal journeys.
  
  Rank 4: Movie 1247 - Reason: The love triangle and generational conflict in this film reflect similar themes found in "The Great Santini," catering to the user's preference for complex romantic dilemmas.
  
  Rank 5: Movie 1896 - Reason: The themes of revenge and familial rejection in this comedy-drama resonate with the user's interest in character struggles and emotional narratives, akin to "On the Waterfront."
  
  Rank 6: Movie 3634 - Reason: The dramatic tension and political intrigue of this thriller align with the user’s interest in intense, thought-provoking stories like "Schindler's List."
  
  Rank 7: Movie 3081 - Reason: This film's mix of fantasy and mystery elements aligns with the user's appreciation for unique narratives, similar to the complex storytelling in "Pandora and the Flying Dutchman."
  
  Rank 8: Movie 424 - Reason: The struggles of a coach facing adversity mirror the character-driven narratives found in the user's preferred films like "The Great Santini."
  
  Rank 9: Movie 899 - Reason: The musical elements and romantic storyline in this classic align with the user's enjoyment of light-hearted yet meaningful stories, as seen in "Walking and Talking."
  
  Rank 10: Movie 1057 - Reason: This romantic comedy's exploration of relationships amidst family dynamics matches the user's interest in complex interpersonal stories, similar to "Guess Who's Coming to Dinner."
rejected: Rank 1: Movie 899 - Reason: The musical elements and romantic storyline in this classic align with the user's enjoyment of light-hearted yet meaningful stories, as seen in "Walking and Talking."
  Rank 2: Movie 2296 - Reason: This comedy about mistaken identities and dreams mirrors the light-hearted elements found in "Walking and Talking," appealing to the user's taste for humor intertwined with personal journeys.
  Rank 3: Movie 3634 - Reason: The dramatic tension and political intrigue of this thriller align with the user’s interest in intense, thought-provoking stories like "Schindler's List."
  Rank 4: Movie 1247 - Reason: The love triangle and generational conflict in this film reflect similar themes found in "The Great Santini," catering to the user's preference for complex romantic dilemmas.
  Rank 5: Movie 1057 - Reason: This romantic comedy's exploration of relationships amidst family dynamics matches the user's interest in complex interpersonal stories, similar to "Guess Who's Coming to Dinner."
  Rank 6: Movie 3451 - Reason: The themes of challenging societal norms and family dynamics in this film align with the user's appreciation for thought-provoking dramas, particularly in the context of relationships as seen in "Walking and Talking."
  Rank 7: Movie 1103 - Reason: This movie explores teenage challenges and conflicts, which resonates with the user's interest in character-driven dramas like "On the Waterfront" and "Schindler's List."
  Rank 8: Movie 1896 - Reason: The themes of revenge and familial rejection in this comedy-drama resonate with the user's interest in character struggles and emotional narratives, akin to "On the Waterfront."
  Rank 9: Movie 3081 - Reason: This film's mix of fantasy and mystery elements aligns with the user's appreciation for unique narratives, similar to the complex storytelling in "Pandora and the Flying Dutchman."
  Rank 10: Movie 424 - Reason: The struggles of a coach facing adversity mirror the character-driven narratives found in the user's preferred films like "The Great Santini."