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 466:Hot Shots! Part Deux (Genres: Action, Comedy, War; Language: en; Overview: Topper Harley must lead a rescue mission in Iraq.), Movie 1204:Lawrence of Arabia (Genres: Adventure, Drama, History, War; Language: en; Overview: T.E. Lawrence aids Arab revolt against Ottomans, struggles with instability.), Movie 1235:Harold and Maude (Genres: Comedy, Drama, Romance; Language: en; Overview: Harold and Maude connect, finding friendship and joy in life.), Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.), Movie 1678:The Joy Luck Club (Genres: Drama; Language: en; Overview: Four Chinese-American women and their mothers explore past relationships.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 2502:Office Space (Genres: Comedy, Crime; Language: en; Overview: Three workers plot to embezzle money from their employers.), Movie 2759:Dick (Genres: Comedy; Language: en; Overview: Two girls meet Nixon, become dog walkers, advise during Watergate.), Movie 3272:Bad Lieutenant (Genres: Crime, Drama; Language: en; Overview: Corrupt detective seeks redemption while investigating nun's rape case.)
  There are 10 Candidates for recommendation: Movie 3333:The Killing of Sister George (Genres: Comedy, Drama; Language: en; Overview: June fears murder; Childie's affections attract a predatory rival.),, Movie 567:Kika (Genres: Comedy, Drama; Language: es; Overview: Cosmetologist revives corpse, navigates love, suspicion, and tabloid drama.),, Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.),, Movie 356:Forrest Gump (Genres: Comedy, Drama, Romance; Language: en; Overview: Forrest Gump: determination and love triumph over challenges and limitations.),, Movie 1876:Deep Impact (Genres: Action, Drama, Romance; Language: en; Overview: Asteroid threatens Earth; president sends astronaut team to stop it.),, Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.),, Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.),, Movie 93:Vampire in Brooklyn (Genres: Comedy, Horror, Romance; Language: en; Overview: Vampire seeks detective's help to survive past full moon.),, Movie 3523:Taffin (Genres: Action, Thriller; Language: en; Overview: A lone hero battles a corrupt syndicate terrorizing a town.), Movie 3334:Key Largo (Genres: Crime, Drama, Thriller; Language: en; Overview: Hurricane outside; mobster holds hotel guests hostage, creating inner turmoil.),
  
  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 3333 - Reason: This movie explores complex relationships and dark humor, resonating with the user's interest in character-driven narratives like "Harold and Maude" and "The Ice Storm."  
  Rank 2: Movie 356 - Reason: The themes of determination and love align with the user's appreciation for dramatic and heartfelt stories, as seen in their history with films like "The Joy Luck Club" and "Good Will Hunting."  
  Rank 3: Movie 3523 - Reason: This action-thriller features a lone hero, which appeals to the user's interest in action and adventure narratives as exemplified by "Hot Shots! Part Deux."  
  Rank 4: Movie 1876 - Reason: The combination of action and drama in a high-stakes scenario resonates with the user's preference for intense and dramatic plots, similar to "Lawrence of Arabia."  
  Rank 5: Movie 93 - Reason: This film mixes comedy with supernatural elements, appealing to the user's enjoyment of unique and humorous stories, paralleling "The Opposite of Sex."  
  Rank 6: Movie 318 - Reason: The themes of hope and redemption in this drama connect with the user's appreciation for profound character arcs, akin to "Bad Lieutenant."  
  Rank 7: Movie 2686 - Reason: The intertwining of music and drama in a narrative about a violin's journey aligns with the user's taste for emotionally rich and artistic stories, similar to "The Ice Storm."  
  Rank 8: Movie 3334 - Reason: The crime and thriller elements, along with intense character dynamics, resonate with the user's interest in dramatic tension as seen in "The Joy Luck Club."  
  Rank 9: Movie 567 - Reason: This film's blend of comedy and drama, along with quirky characters, fits well with the user's enjoyment of films like "Office Space" and "Dick."  
  Rank 10: Movie 1704 - Reason: The exploration of genius and personal growth aligns with the user's appreciation for intelligent narratives, similar to "Pi" and "Harold and Maude."
rejected: Rank 1: Movie 356 - Reason: The themes of determination and love align with the user's appreciation for dramatic and heartfelt stories, as seen in their history with films like "The Joy Luck Club" and "Good Will Hunting."  
  Rank 2: Movie 93 - Reason: This film mixes comedy with supernatural elements, appealing to the user's enjoyment of unique and humorous stories, paralleling "The Opposite of Sex."  
  Rank 3: Movie 2686 - Reason: The intertwining of music and drama in a narrative about a violin's journey aligns with the user's taste for emotionally rich and artistic stories, similar to "The Ice Storm."  
  Rank 4: Movie 1876 - Reason: The combination of action and drama in a high-stakes scenario resonates with the user's preference for intense and dramatic plots, similar to "Lawrence of Arabia."  
  Rank 5: Movie 567 - Reason: This film's blend of comedy and drama, along with quirky characters, fits well with the user's enjoyment of films like "Office Space" and "Dick."  
  Rank 6: Movie 3334 - Reason: The crime and thriller elements, along with intense character dynamics, resonate with the user's interest in dramatic tension as seen in "The Joy Luck Club."  
  Rank 7: Movie 318 - Reason: The themes of hope and redemption in this drama connect with the user's appreciation for profound character arcs, akin to "Bad Lieutenant."  
  Rank 8: Movie 3523 - Reason: This action-thriller features a lone hero, which appeals to the user's interest in action and adventure narratives as exemplified by "Hot Shots! Part Deux."  
  Rank 9: Movie 1704 - Reason: The exploration of genius and personal growth aligns with the user's appreciation for intelligent narratives, similar to "Pi" and "Harold and Maude."
  Rank 10: Movie 3333 - Reason: This movie explores complex relationships and dark humor, resonating with the user's interest in character-driven narratives like "Harold and Maude" and "The Ice Storm."  