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 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1235:Harold and Maude (Genres: Comedy, Drama, Romance; Language: en; Overview: Harold and Maude connect, finding friendship and joy in life.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1663:Stripes (Genres: Action, Comedy; Language: en; Overview: John Winger, a slacker, impulsively joins the Army after losing everything.), Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.), Movie 2505:8MM (Genres: Thriller, Crime, Mystery; Language: en; Overview: Tom Welles' obsession with a film reel disrupts his life.), Movie 3101:Fatal Attraction (Genres: Romance, Drama, Thriller, Horror, Mystery; Language: en; Overview: A man's one night stand leads to dangerous stalking threats.), Movie 3628:Flying Tigers (Genres: Action, Drama, History; Language: en; Overview: Jim Gordon leads outnumbered Flying Tigers against overwhelming odds in China.), Movie 3653:The Endless Summer (Genres: Documentary; Language: en; Overview: "The Endless Summer" follows surfers seeking perfect waves worldwide.)
  There are 10 Candidates for recommendation: Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.),, Movie 2026:Disturbing Behavior (Genres: Mystery, Horror, Science Fiction; Language: en; Overview: Newcomer discovers eerie perfection of classmates in Cradle Bay.),, Movie 2021:Dune (Genres: Action, Science Fiction, Adventure; Language: en; Overview: War for Dune's Spice leads to betrayal and power struggles.),, Movie 1392:Citizen Ruth (Genres: Drama, Comedy; Language: en; Overview: "Citizen Ruth" satirizes media frenzy over one woman's pregnancy.),, Movie 3788:Blow-Up (Genres: Drama, Mystery, Thriller; Language: en; Overview: Mod photographer discovers murder in his mundane London life.),, Movie 3761:Bound by Honor (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Three gang members' lives change through crime, addiction, and incarceration.),, Movie 3859:The Eyes of Tammy Faye (Genres: Documentary, Drama; Language: en; Overview: Documentary explores Tammy Faye Bakker's rise and fall as televangelist.), Movie 1271:Fried Green Tomatoes (Genres: Drama, Comedy; Language: en; Overview: Evelyn meets Ninny, who shares Idgie and Ruth's story.),, Movie 321:Strawberry and Chocolate (Genres: Comedy, Drama; Language: es; Overview: Gay artist and straight communist develop friendship amidst Cuba's oppression.),, Movie 107:Muppet Treasure Island (Genres: Action, Comedy, Music, Family, Adventure; Language: en; Overview: Jim and friends seek treasure but face betrayal at sea.),
  
  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 2026 - Reason: This movie combines mystery and horror elements, aligning with the user's interest in suspenseful narratives as seen in "8MM" and "Fatal Attraction".  
  Rank 2: Movie 1271 - Reason: The blend of drama and comedy in this film resonates with the user's appreciation for character-driven stories, similar to "Harold and Maude".  
  Rank 3: Movie 3788 - Reason: This film's exploration of mystery and thriller themes aligns with the user's preference for complex narratives, echoing "The Godfather" and "Rain Man".  
  Rank 4: Movie 2021 - Reason: The action and science fiction elements in this film cater to the user's interest in grand, adventurous tales, similar to "Flying Tigers".  
  Rank 5: Movie 3761 - Reason: This movie's focus on crime and drama reflects the user's taste for intense and gritty stories, akin to "The Deer Hunter".  
  Rank 6: Movie 899 - Reason: The classic musical elements and romance in this film appeal to the user's enjoyment of heartwarming and entertaining narratives, similar to "My Fair Lady".  
  Rank 7: Movie 107 - Reason: The family-friendly adventure and comedy in this film align with the user's interest in lighthearted tales, resonating with the fun aspects of "Stripes".  
  Rank 8: Movie 321 - Reason: The film's exploration of friendship amidst societal issues complements the user's appreciation for depth in character relationships, similar to "Harold and Maude".  
  Rank 9: Movie 3859 - Reason: The documentary format and dramatic storytelling resonate with the user's interest in real-life narratives, akin to the emotional depth found in "Rain Man".  
  Rank 10: Movie 1392 - Reason: The satirical approach to societal issues in this film aligns with the user's taste for thought-provoking stories, similar to the drama found in "Fatal Attraction".
rejected: Rank 1: Movie 899 - Reason: The classic musical elements and romance in this film appeal to the user's enjoyment of heartwarming and entertaining narratives, similar to "My Fair Lady".  
  Rank 2: Movie 2021 - Reason: The action and science fiction elements in this film cater to the user's interest in grand, adventurous tales, similar to "Flying Tigers".  
  Rank 3: Movie 1392 - Reason: The satirical approach to societal issues in this film aligns with the user's taste for thought-provoking stories, similar to the drama found in "Fatal Attraction".
  Rank 4: Movie 321 - Reason: The film's exploration of friendship amidst societal issues complements the user's appreciation for depth in character relationships, similar to "Harold and Maude".  
  Rank 5: Movie 3788 - Reason: This film's exploration of mystery and thriller themes aligns with the user's preference for complex narratives, echoing "The Godfather" and "Rain Man".  
  Rank 6: Movie 1271 - Reason: The blend of drama and comedy in this film resonates with the user's appreciation for character-driven stories, similar to "Harold and Maude".  
  Rank 7: Movie 107 - Reason: The family-friendly adventure and comedy in this film align with the user's interest in lighthearted tales, resonating with the fun aspects of "Stripes".  
  Rank 8: Movie 3761 - Reason: This movie's focus on crime and drama reflects the user's taste for intense and gritty stories, akin to "The Deer Hunter".  
  Rank 9: Movie 3859 - Reason: The documentary format and dramatic storytelling resonate with the user's interest in real-life narratives, akin to the emotional depth found in "Rain Man".  
  Rank 10: Movie 2026 - Reason: This movie combines mystery and horror elements, aligning with the user's interest in suspenseful narratives as seen in "8MM" and "Fatal Attraction".  