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 574:Spanking the Monkey (Genres: Comedy, Drama; Language: en; Overview: Raymond juggles mother's recovery and unsettling feelings for Toni.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.), Movie 1509:All Over Me (Genres: Drama, Romance; Language: en; Overview: Best friends in 90s New York face tragedy, changing everything.), 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 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.), Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.)
  There are 10 Candidates for recommendation: Movie 610:Heavy Metal (Genres: Animation, Science Fiction; Language: en; Overview: A glowing orb frightens a girl with dark, erotic tales.),, Movie 3359:Breaking Away (Genres: Drama, Comedy; Language: en; Overview: Dave graduates high school, dreams of racing bikes, embraces Italian culture.),, Movie 668:Pather Panchali (Genres: Drama; Language: bn; Overview: Apu's coming-of-age story in early 20th-century Bengal village.),, Movie 1116:A Single Girl (Genres: Drama; Language: fr; Overview: Young Parisian faces choices about pregnancy, career, and relationship.),, Movie 176:Living in Oblivion (Genres: Drama, Comedy; Language: en; Overview: Film about indie filmmaking, set in one day on set.),, Movie 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.),, Movie 3639:The Man with the Golden Gun (Genres: Adventure, Action, Thriller; Language: en; Overview: A golden bullet from Scaramanga targets Bond's mission to stop him.), Movie 1860:Character (Genres: Drama, Foreign, History; Language: nl; Overview: J.W. Katadreuffe's success comes at great cost from neglect.),, Movie 2972:Red Sorghum (Genres: Drama, War; Language: zh; Overview: Leper dies; wife and lover establish community, resist invaders.),, Movie 2437:Wilde (Genres: Drama, History; Language: en; Overview: Oscar Wilde's struggle: genius, love, marriage, and self-acceptance conflict.),
  
  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 176 - Reason: This film explores the challenges of indie filmmaking with a comedic and dramatic touch, aligning with the user's appreciation for character-driven stories as seen in "All Over Me" and "Spanking the Monkey."  
  Rank 2: Movie 3359 - Reason: This movie combines elements of drama and comedy while depicting a coming-of-age story, resonating with the user's interests in character development and youth experiences as reflected in "All Over Me."  
  Rank 3: Movie 3639 - Reason: The adventure and action elements in this Bond film appeal to the user's enjoyment of thrilling narratives, similar to "The Hunt for Red October" and "The Matrix."  
  Rank 4: Movie 162 - Reason: As a documentary exploring the life of a unique artist, this film aligns with the user's interest in deep, character-driven narratives like "Gods and Monsters."  
  Rank 5: Movie 610 - Reason: This animated film with science fiction elements offers dark, thought-provoking stories, appealing to the user's taste for complex narratives as seen in "The Shining" and "The Matrix."  
  Rank 6: Movie 1860 - Reason: The dramatic and historical aspects of this film reflect the user's preference for engaging stories about personal sacrifice and ambition, similar to "On the Waterfront."  
  Rank 7: Movie 2437 - Reason: The exploration of a complex character like Oscar Wilde aligns with the user's interest in deep, dramatic narratives, as seen in "Gods and Monsters" and "All Over Me."  
  Rank 8: Movie 2972 - Reason: This war drama presents a strong narrative of resilience and community, resonating with the user's appreciation for emotional depth similar to "The Hunt for Red October."  
  Rank 9: Movie 668 - Reason: The coming-of-age story depicted in this film matches the user's interest in dramatic narratives about personal growth, akin to "All Over Me."  
  Rank 10: Movie 1116 - Reason: The themes of choices and personal dilemmas in this film connect with the user's appreciation for character-driven stories, similar to those seen in "The Shining" and "Gods and Monsters."
rejected: Rank 1: Movie 1860 - Reason: The dramatic and historical aspects of this film reflect the user's preference for engaging stories about personal sacrifice and ambition, similar to "On the Waterfront."  
  Rank 2: Movie 3639 - Reason: The adventure and action elements in this Bond film appeal to the user's enjoyment of thrilling narratives, similar to "The Hunt for Red October" and "The Matrix."  
  Rank 3: Movie 610 - Reason: This animated film with science fiction elements offers dark, thought-provoking stories, appealing to the user's taste for complex narratives as seen in "The Shining" and "The Matrix."  
  Rank 4: Movie 668 - Reason: The coming-of-age story depicted in this film matches the user's interest in dramatic narratives about personal growth, akin to "All Over Me."  
  Rank 5: Movie 162 - Reason: As a documentary exploring the life of a unique artist, this film aligns with the user's interest in deep, character-driven narratives like "Gods and Monsters."  
  Rank 6: Movie 1116 - Reason: The themes of choices and personal dilemmas in this film connect with the user's appreciation for character-driven stories, similar to those seen in "The Shining" and "Gods and Monsters."
  Rank 7: Movie 3359 - Reason: This movie combines elements of drama and comedy while depicting a coming-of-age story, resonating with the user's interests in character development and youth experiences as reflected in "All Over Me."  
  Rank 8: Movie 2437 - Reason: The exploration of a complex character like Oscar Wilde aligns with the user's interest in deep, dramatic narratives, as seen in "Gods and Monsters" and "All Over Me."  
  Rank 9: Movie 2972 - Reason: This war drama presents a strong narrative of resilience and community, resonating with the user's appreciation for emotional depth similar to "The Hunt for Red October."  
  Rank 10: Movie 176 - Reason: This film explores the challenges of indie filmmaking with a comedic and dramatic touch, aligning with the user's appreciation for character-driven stories as seen in "All Over Me" and "Spanking the Monkey."  