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 898:The Philadelphia Story (Genres: Comedy, Romance; Language: en; Overview: Heiress Tracy Lord's wedding plans disrupted by ex-husband Dexter Haven.), Movie 922:Sunset Boulevard (Genres: Drama; Language: en; Overview: A struggling screenwriter crafts a screenplay for a forgotten star.), Movie 954:Mr. Smith Goes to Washington (Genres: Comedy, Drama; Language: en; Overview: Naive Smith faces political corruption while pursuing a boys' camp.), Movie 1058:Bitter Sugar (Genres: Drama, Romance; Language: es; Overview: Patriot loves dissident's daughter amid rebellion in Castro's Cuba.), Movie 1238:Local Hero (Genres: Comedy, Drama; Language: en; Overview: American oil company tries to buy village in Scotland; complications arise.), Movie 1384:The Substance of Fire (Genres: Drama; Language: en; Overview: Holocaust survivor Isaac struggles after wife's death, affecting family business.), Movie 1939:The Best Years of Our Lives (Genres: Drama, History, Romance; Language: en; Overview: Three WWII veterans face challenges returning home after war.), Movie 1947:West Side Story (Genres: Crime, Drama, Music; Language: en; Overview: Polish-American Jets and Puerto Rican Sharks clash; love leads tragedy.), Movie 3539:The Filth and the Fury (Genres: Documentary, Music; Language: en; Overview: Julien Temple's documentary explores the Sex Pistols' punk rock journey.)
  There are 10 Candidates for recommendation: Movie 3680:The Decline of Western Civilization Part II: The Metal Years (Genres: Documentary, Music; Language: en; Overview: Explores LA's glam metal scene with interviews and concert footage.), Movie 1125:The Return of the Pink Panther (Genres: Mystery, Comedy, Crime; Language: en; Overview: Pink Panther jewel stolen; Inspector Clouseau investigates 'The Phantom'.),, Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.),, Movie 1439:Meet Wally Sparks (Genres: Comedy; Language: en; Overview: Wally Sparks investigates governor's mansion for scandal to boost ratings.),, Movie 2076:Blue Velvet (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Severed ear sparks investigation into kidnapped singer's child and criminals.),, Movie 2341:Dancing at Lughnasa (Genres: Drama; Language: en; Overview: Five sisters thrive in 1930s rural Ireland's simple life.),, Movie 1317:I'm Not Rappaport (Genres: Comedy; Language: en; Overview: Old man battles retirement, daughter, drug dealer, and mugger.),, Movie 2732:Jules and Jim (Genres: Drama, Romance; Language: fr; Overview: Two friends love the same woman, complicating their friendship.),, Movie 1228:Raging Bull (Genres: Drama; Language: en; Overview: Jake LaMotta's rage fuels boxing success, isolates him from family.),, Movie 1394:Raising Arizona (Genres: Comedy, Crime; Language: en; Overview: Coen Brothers' absurd family story features a baby kidnapping chase.),
  
  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 1439 - Reason: This comedy features a character-driven plot that aligns with the user's enjoyment of humorous narratives like "Mr. Smith Goes to Washington" and "The Philadelphia Story."  
  Rank 2: Movie 2076 - Reason: The crime and mystery elements match the user's interest in dramatic and complex stories, similar to "The Godfather" and "West Side Story."  
  Rank 3: Movie 2341 - Reason: This film's exploration of familial and social dynamics resonates with the user's preference for deep, character-driven dramas seen in "The Best Years of Our Lives."  
  Rank 4: Movie 2732 - Reason: The romantic drama at its core reflects themes found in the user's previous watch of "Bitter Sugar" and "The Philadelphia Story."  
  Rank 5: Movie 1125 - Reason: The mix of comedy and crime in this mystery aligns with the user's enjoyment of lighthearted narratives, as seen in "Mr. Smith Goes to Washington."  
  Rank 6: Movie 3680 - Reason: The documentary aspect about music culture ties into the user's appreciation for music and performance narratives, akin to "The Filth and the Fury."  
  Rank 7: Movie 3362 - Reason: This crime drama's intense and chaotic storyline resonates with the user's interest in serious themes, similar to "The Godfather."  
  Rank 8: Movie 1228 - Reason: The psychological intensity and character struggle in this drama relate to the user's preference for complex narratives, much like "The Substance of Fire."  
  Rank 9: Movie 1317 - Reason: The comedic take on aging and life's challenges matches the user's interest in relatable and humorous narratives, seen in "Local Hero."  
  Rank 10: Movie 1394 - Reason: This absurd comedy reflects the user's enjoyment of quirky and unconventional stories, similar to "The Philadelphia Story" and "Raising Arizona."
rejected: Rank 1: Movie 1394 - Reason: This absurd comedy reflects the user's enjoyment of quirky and unconventional stories, similar to "The Philadelphia Story" and "Raising Arizona."
  Rank 2: Movie 2341 - Reason: This film's exploration of familial and social dynamics resonates with the user's preference for deep, character-driven dramas seen in "The Best Years of Our Lives."  
  Rank 3: Movie 3680 - Reason: The documentary aspect about music culture ties into the user's appreciation for music and performance narratives, akin to "The Filth and the Fury."  
  Rank 4: Movie 3362 - Reason: This crime drama's intense and chaotic storyline resonates with the user's interest in serious themes, similar to "The Godfather."  
  Rank 5: Movie 2732 - Reason: The romantic drama at its core reflects themes found in the user's previous watch of "Bitter Sugar" and "The Philadelphia Story."  
  Rank 6: Movie 2076 - Reason: The crime and mystery elements match the user's interest in dramatic and complex stories, similar to "The Godfather" and "West Side Story."  
  Rank 7: Movie 1439 - Reason: This comedy features a character-driven plot that aligns with the user's enjoyment of humorous narratives like "Mr. Smith Goes to Washington" and "The Philadelphia Story."  
  Rank 8: Movie 1228 - Reason: The psychological intensity and character struggle in this drama relate to the user's preference for complex narratives, much like "The Substance of Fire."  
  Rank 9: Movie 1125 - Reason: The mix of comedy and crime in this mystery aligns with the user's enjoyment of lighthearted narratives, as seen in "Mr. Smith Goes to Washington."  
  Rank 10: Movie 1317 - Reason: The comedic take on aging and life's challenges matches the user's interest in relatable and humorous narratives, seen in "Local Hero."  