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 1179:The Grifters (Genres: Crime, Drama; Language: en; Overview: Young grifter faces injury, mother’s displeasure, and unpredictable romance.), Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.), Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.), Movie 2628:Star Wars: Episode I - The Phantom Menace (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Anakin, a Force-sensitive slave, is discovered as Sith return.), Movie 2672:The Thirteenth Floor (Genres: Thriller, Science Fiction, Mystery; Language: en; Overview: Hannon Fuller discovers something important, leaves letter in parallel world.), Movie 3256:Patriot Games (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Jack Ryan's interference with IRA leads to threats against him.), Movie 3424:Do the Right Thing (Genres: Drama; Language: en; Overview: On a hot day, hate erupts into violence in Brooklyn.), Movie 3508:The Outlaw Josey Wales (Genres: Drama, Western; Language: en; Overview: Wales avenges family, pursued by soldiers, protects ragtag outcasts.), Movie 3521:Mystery Train (Genres: Crime, Drama, Comedy; Language: en; Overview: Three stories intertwine through a Memphis hotel and Elvis's spirit.), 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 1932:The Great Ziegfeld (Genres: Drama, Music, Romance; Language: en; Overview: Biography of Flo Ziegfeld, Broadway's renowned starmaker and producer.),, Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.),, Movie 3539:The Filth and the Fury (Genres: Documentary, Music; Language: en; Overview: Julien Temple's documentary explores the Sex Pistols' punk rock journey.),, Movie 1207:To Kill a Mockingbird (Genres: Crime, Drama; Language: en; Overview: Atticus Finch defends Tom Robinson; Scout learns about justice and humanity.),, Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.),, Movie 874:Killer: A Journal of Murder (Genres: Drama; Language: en; Overview: Carl Panzram befriends guard; reveals violent past and potential.),, Movie 494:Executive Decision (Genres: Action, Adventure, Drama, Thriller; Language: en; Overview: Terrorists hijack plane; intelligence expert suspects hidden motives, intervenes.),, Movie 2476:Heartbreak Ridge (Genres: Action, Comedy, Drama, War; Language: en; Overview: Marine sergeant faces challenges from superiors, ex-wife, and spoiled platoon.),, Movie 3702:Mad Max (Genres: Adventure, Action, Thriller, Science Fiction; Language: en; Overview: Dystopian Australia: biker gang murders cop's family, igniting revenge.), Movie 3681:For a Few Dollars More (Genres: Western; Language: it; Overview: Two bounty hunters chase "El Indio" and his gang.),
  
  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 3681 - Reason: This Western features themes of justice and pursuit, resonating with the user's interest in crime and drama as seen in titles like "The Grifters" and "The Godfather: Part II."  
  Rank 2: Movie 2571 - Reason: The combination of action and science fiction in this film aligns with the user’s appreciation for complex narratives, similar to "The Matrix" and "Star Wars: Episode I - The Phantom Menace."  
  Rank 3: Movie 1207 - Reason: This film’s strong moral themes and character development connect with the user’s history of enjoying dramas with deep social messages, like "Do the Right Thing."  
  Rank 4: Movie 494 - Reason: The thriller and adventure elements in this movie appeal to the user's preference for tension and excitement, similar to "Patriot Games."  
  Rank 5: Movie 1704 - Reason: The focus on personal growth and emotional depth in this drama parallels the user’s interest in character-driven stories, as seen in "Almost Famous."  
  Rank 6: Movie 2476 - Reason: The mix of action and drama in this film reflects the user's tastes for dynamic storytelling, akin to "The Fifth Element" and "Killer: A Journal of Murder."  
  Rank 7: Movie 1932 - Reason: This biographical drama explores themes of ambition and artistry, resonating with the user’s interest in character studies found in "Mystery Train."  
  Rank 8: Movie 3539 - Reason: This documentary's exploration of music and culture connects with the user’s appreciation for films that delve into artistic journeys, like "Almost Famous."  
  Rank 9: Movie 3702 - Reason: The post-apocalyptic setting and revenge themes align with the user’s interest in intense action narratives, similar to "Star Wars: Episode I - The Phantom Menace."  
  Rank 10: Movie 874 - Reason: The psychological depth and exploration of a troubled past in this drama resonate with the user’s inclination towards complex character studies, as shown in "Do the Right Thing."
rejected: Rank 1: Movie 494 - Reason: The thriller and adventure elements in this movie appeal to the user's preference for tension and excitement, similar to "Patriot Games."  
  Rank 2: Movie 3702 - Reason: The post-apocalyptic setting and revenge themes align with the user’s interest in intense action narratives, similar to "Star Wars: Episode I - The Phantom Menace."  
  Rank 3: Movie 1932 - Reason: This biographical drama explores themes of ambition and artistry, resonating with the user’s interest in character studies found in "Mystery Train."  
  Rank 4: Movie 2571 - Reason: The combination of action and science fiction in this film aligns with the user’s appreciation for complex narratives, similar to "The Matrix" and "Star Wars: Episode I - The Phantom Menace."  
  Rank 5: Movie 3539 - Reason: This documentary's exploration of music and culture connects with the user’s appreciation for films that delve into artistic journeys, like "Almost Famous."  
  Rank 6: Movie 2476 - Reason: The mix of action and drama in this film reflects the user's tastes for dynamic storytelling, akin to "The Fifth Element" and "Killer: A Journal of Murder."  
  Rank 7: Movie 1704 - Reason: The focus on personal growth and emotional depth in this drama parallels the user’s interest in character-driven stories, as seen in "Almost Famous."  
  Rank 8: Movie 874 - Reason: The psychological depth and exploration of a troubled past in this drama resonate with the user’s inclination towards complex character studies, as shown in "Do the Right Thing."
  Rank 9: Movie 1207 - Reason: This film’s strong moral themes and character development connect with the user’s history of enjoying dramas with deep social messages, like "Do the Right Thing."  
  Rank 10: Movie 3681 - Reason: This Western features themes of justice and pursuit, resonating with the user's interest in crime and drama as seen in titles like "The Grifters" and "The Godfather: Part II."  