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 246:Hoop Dreams (Genres: Documentary; Language: en; Overview: Two Chicago teens pursue basketball dreams through high school challenges.), Movie 1161:The Tin Drum (Genres: Drama, History, War; Language: de; Overview: Oskar protests society's madness with his tin drum, refusing adulthood.), Movie 1228:Raging Bull (Genres: Drama; Language: en; Overview: Jake LaMotta's rage fuels boxing success, isolates him from family.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1395:Tin Men (Genres: Comedy, Drama; Language: en; Overview: Rival salesmen escalate conflict after minor car accident in Baltimore.), Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.), Movie 2859:Stop Making Sense (Genres: Documentary, Music; Language: en; Overview: David Byrne performs with Talking Heads in energetic concert film.), Movie 3007:American Movie (Genres: Documentary; Language: en; Overview: Filmmaker's struggle for success reveals ambition and the American Dream.), Movie 3424:Do the Right Thing (Genres: Drama; Language: en; Overview: On a hot day, hate erupts into violence in Brooklyn.), Movie 3911:Best in Show (Genres: Comedy; Language: en; Overview: Excitement builds as diverse contestants prepare for Mayflower Dog Show.)
  There are 10 Candidates for recommendation: Movie 2921:High Plains Drifter (Genres: Western; Language: en; Overview: Stranger defends Lago from outlaws after defeating local gunmen.),, Movie 3448:Good Morning, Vietnam (Genres: Comedy, Drama, War; Language: en; Overview: Comedian Cronauer entertains soldiers in Vietnam, facing censorship and love.),, Movie 3683:Blood Simple (Genres: Crime, Drama, Thriller; Language: en; Overview: Bar owner discovers wife's affair; chaos ensues from revenge plot.),, Movie 3913:Barenaked in America (Genres: Documentary; Language: en; Overview: Rockumentary follows Barenaked Ladies during their Stunt Tour adventures.), Movie 1058:Bitter Sugar (Genres: Drama, Romance; Language: es; Overview: Patriot loves dissident's daughter amid rebellion in Castro's Cuba.),, Movie 502:The Next Karate Kid (Genres: Adventure; Language: en; Overview: Mr. Miyagi teaches karate to help troubled teenager Julie heal.),, Movie 3730:The Conversation (Genres: Crime, Drama, Mystery; Language: en; Overview: Surveillance expert becomes obsessed with a couple's cryptic conversation.),, Movie 3147:The Green Mile (Genres: Fantasy, Drama, Crime; Language: en; Overview: Supernatural tale of John Coffey's healing powers on death row.),, Movie 1464:Lost Highway (Genres: Drama, Thriller, Mystery; Language: en; Overview: Jazz musician navigates murder, gangsters, and transformation in prison.),, Movie 2739:The Color Purple (Genres: Drama; Language: en; Overview: Celie endures abuse, seeks love, and dreams of reunion.),
  
  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 3147 - Reason: The supernatural and dramatic elements in this film parallel the user's appreciation for deep, character-driven stories, as seen in "Raging Bull" and "The Deer Hunter."
  
  Rank 2: Movie 2921 - Reason: The themes of vengeance and moral conflict resonate with the user's interest in intense drama and complex narratives, similar to "Donnie Brasco."
  
  Rank 3: Movie 3683 - Reason: This film's exploration of betrayal and chaos aligns with the user's preference for gritty crime dramas like "The Deer Hunter" and "Donnie Brasco."
  
  Rank 4: Movie 2739 - Reason: The focus on personal struggle and resilience reflects the user's interest in powerful dramatic stories, akin to "Hoop Dreams" and "The Tin Drum."
  
  Rank 5: Movie 1464 - Reason: The film's blend of drama and thriller elements matches the user's taste for intense narratives, similar to "Raging Bull" and "Donnie Brasco."
  
  Rank 6: Movie 3448 - Reason: The comedic yet poignant portrayal of war aligns with the user's enjoyment of films that balance humor with serious themes, as seen in "Tin Men."
  
  Rank 7: Movie 3730 - Reason: The film's intricate plot and themes of obsession and surveillance resonate with the user's interest in psychological complexity, similar to "Raging Bull."
  
  Rank 8: Movie 3913 - Reason: The documentary style and behind-the-scenes look at the music industry cater to the user's appreciation for documentaries like "American Movie" and "Stop Making Sense."
  
  Rank 9: Movie 502 - Reason: The coming-of-age story and mentor-mentee relationship reflect the user's interest in character development and youth-focused narratives, similar to "Hoop Dreams."
  
  Rank 10: Movie 1058 - Reason: The romantic and dramatic elements set against a political backdrop resonate with the user's taste for stories that intertwine personal and societal struggles, similar to "The Tin Drum."
rejected: Rank 1: Movie 502 - Reason: The coming-of-age story and mentor-mentee relationship reflect the user's interest in character development and youth-focused narratives, similar to "Hoop Dreams."
  Rank 2: Movie 3147 - Reason: The supernatural and dramatic elements in this film parallel the user's appreciation for deep, character-driven stories, as seen in "Raging Bull" and "The Deer Hunter."
  Rank 3: Movie 3730 - Reason: The film's intricate plot and themes of obsession and surveillance resonate with the user's interest in psychological complexity, similar to "Raging Bull."
  Rank 4: Movie 2921 - Reason: The themes of vengeance and moral conflict resonate with the user's interest in intense drama and complex narratives, similar to "Donnie Brasco."
  Rank 5: Movie 3683 - Reason: This film's exploration of betrayal and chaos aligns with the user's preference for gritty crime dramas like "The Deer Hunter" and "Donnie Brasco."
  Rank 6: Movie 3913 - Reason: The documentary style and behind-the-scenes look at the music industry cater to the user's appreciation for documentaries like "American Movie" and "Stop Making Sense."
  Rank 7: Movie 3448 - Reason: The comedic yet poignant portrayal of war aligns with the user's enjoyment of films that balance humor with serious themes, as seen in "Tin Men."
  Rank 8: Movie 1464 - Reason: The film's blend of drama and thriller elements matches the user's taste for intense narratives, similar to "Raging Bull" and "Donnie Brasco."
  Rank 9: Movie 2739 - Reason: The focus on personal struggle and resilience reflects the user's interest in powerful dramatic stories, akin to "Hoop Dreams" and "The Tin Drum."
  Rank 10: Movie 1058 - Reason: The romantic and dramatic elements set against a political backdrop resonate with the user's taste for stories that intertwine personal and societal struggles, similar to "The Tin Drum."