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 471:The Hudsucker Proxy (Genres: Comedy, Drama; Language: en; Overview: Naive graduate becomes president of company involved in stock scam.), Movie 522:Romper Stomper (Genres: Action, Drama, Thriller; Language: en; Overview: Nazi skinheads confront Vietnamese; conflict leads to unexpected consequences.), Movie 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.), Movie 2019:Seven Samurai (Genres: Action, Drama; Language: ja; Overview: Samurai protects village from bandits, teaches defense, battles ensue.), Movie 2443:Playing by Heart (Genres: Drama; Language: en; Overview: Eleven people navigate relationships, love, and heartache in L.A.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3174:Man on the Moon (Genres: Comedy, Drama, Romance; Language: en; Overview: Film explores the eccentric life and career of comedian Andy Kaufman.), Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.), Movie 3703:Mad Max 2: The Road Warrior (Genres: Adventure, Action, Thriller, Science Fiction; Language: en; Overview: Max battles Lord Humungus for gasoline in a post-apocalyptic Outback.), Movie 3897:Almost Famous (Genres: Drama, Music; Language: en; Overview: Coming-of-age film about a teen journalist touring with a band.)
  There are 10 Candidates for recommendation: Movie 3083:All About My Mother (Genres: Comedy, Drama; Language: es; Overview: Mother mourns son’s tragic death, informs distant father in Barcelona.),, Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.),, Movie 348:Bullets Over Broadway (Genres: Action, Comedy, Thriller; Language: en; Overview: Young playwright struggles with compromises in 1920s Broadway production.),, Movie 2065:The Purple Rose of Cairo (Genres: Fantasy, Comedy, Romance; Language: en; Overview: Cecilia escapes dreary life through movies during the Great Depression.),, Movie 10:GoldenEye (Genres: Adventure, Action, Thriller; Language: en; Overview: Bond must stop Janus leader from using GoldenEye against Britain.),, Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.),, Movie 746:Force of Evil (Genres: Drama, Action, Crime; Language: en; Overview: Lawyer Joe wants to consolidate rackets; brother Leo opposes.),, Movie 3496:Madame Sousatzka (Genres: Drama, Music; Language: en; Overview: A demanding piano teacher mentors her talented Indian prodigy student.)
  
  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 10 - Reason: This film features action and adventure themes similar to the user's interest in action-packed narratives like "Die Hard" and "Mad Max 2: The Road Warrior."
  
  Rank 2: Movie 1610 - Reason: The tense atmosphere and military intrigue align with the user's preference for thrilling stories, reminiscent of "Die Hard" and "Seven Samurai."
  
  Rank 3: Movie 3083 - Reason: The emotional depth and exploration of relationships resonate with the user's enjoyment of character-driven dramas such as "Playing by Heart."
  
  Rank 4: Movie 1307 - Reason: This romantic comedy’s exploration of relationships parallels the user’s interest in films like "Man on the Moon" and "Playing by Heart."
  
  Rank 5: Movie 3496 - Reason: The film's focus on mentorship and the arts connects with the user's appreciation for character-focused narratives, as seen in "Being John Malkovich."
  
  Rank 6: Movie 2065 - Reason: The blend of fantasy and escape from reality reflects the user's interest in unique storytelling, similar to "Being John Malkovich."
  
  Rank 7: Movie 348 - Reason: This film’s comedic elements combined with a theatrical backdrop relate to the user's enjoyment of films like "The Hudsucker Proxy."
  
  Rank 8: Movie 908 - Reason: The mystery and suspense elements resonate with the user's appreciation for thrillers, akin to "Die Hard" and "Romper Stomper."
  
  Rank 9: Movie 253 - Reason: The exploration of complex relationships and darker themes aligns with the user's interest in character-driven stories like "Almost Famous."
  
  Rank 10: Movie 746 - Reason: The crime and moral dilemmas presented in this drama connect with the user's appreciation for intense narratives, similar to "Romper Stomper."
rejected: Rank 1: Movie 2065 - Reason: The blend of fantasy and escape from reality reflects the user's interest in unique storytelling, similar to "Being John Malkovich."
  Rank 2: Movie 1610 - Reason: The tense atmosphere and military intrigue align with the user's preference for thrilling stories, reminiscent of "Die Hard" and "Seven Samurai."
  Rank 3: Movie 3496 - Reason: The film's focus on mentorship and the arts connects with the user's appreciation for character-focused narratives, as seen in "Being John Malkovich."
  Rank 4: Movie 348 - Reason: This film’s comedic elements combined with a theatrical backdrop relate to the user's enjoyment of films like "The Hudsucker Proxy."
  Rank 5: Movie 3083 - Reason: The emotional depth and exploration of relationships resonate with the user's enjoyment of character-driven dramas such as "Playing by Heart."
  Rank 6: Movie 1307 - Reason: This romantic comedy’s exploration of relationships parallels the user’s interest in films like "Man on the Moon" and "Playing by Heart."
  Rank 7: Movie 253 - Reason: The exploration of complex relationships and darker themes aligns with the user's interest in character-driven stories like "Almost Famous."
  Rank 8: Movie 908 - Reason: The mystery and suspense elements resonate with the user's appreciation for thrillers, akin to "Die Hard" and "Romper Stomper."
  Rank 9: Movie 746 - Reason: The crime and moral dilemmas presented in this drama connect with the user's appreciation for intense narratives, similar to "Romper Stomper."
  Rank 10: Movie 10 - Reason: This film features action and adventure themes similar to the user's interest in action-packed narratives like "Die Hard" and "Mad Max 2: The Road Warrior."