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 199:The Umbrellas of Cherbourg (Genres: Drama, Romance; Language: fr; Overview: Young couple faces love and choices during wartime separation.), Movie 235:Ed Wood (Genres: Comedy, Drama, History; Language: en; Overview: The worst director's journey creating B-movies with quirky friends.), Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.), Movie 1179:The Grifters (Genres: Crime, Drama; Language: en; Overview: Young grifter faces injury, mother’s displeasure, and unpredictable romance.), Movie 1354:Breaking the Waves (Genres: Drama, Romance; Language: da; Overview: In a conservative village, a woman seeks extramarital connection.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 1794:Love and Death on Long Island (Genres: Drama, Romance, Foreign; Language: en; Overview: Widower Giles falls for movie star Ronnie, investigates, and travels.), Movie 2337:Velvet Goldmine (Genres: Drama, Music; Language: en; Overview: Journalist investigates glam-rock star Brian Slade's mysterious disappearance.), Movie 2626:Edge of Seventeen (Genres: Comedy, Drama, Romance; Language: en; Overview: Gay teenager discovers identity, love, and friendships in 1980s Midwest.), Movie 3060:The Commitments (Genres: Comedy, Drama, Music; Language: en; Overview: Jimmy Rabbitte forms a soul band in Barrytown, Dublin.)
  There are 10 Candidates for recommendation: Movie 1439:Meet Wally Sparks (Genres: Comedy; Language: en; Overview: Wally Sparks investigates governor's mansion for scandal to boost ratings.),, Movie 3585:The Great Locomotive Chase (Genres: Action, Adventure, Drama, Family; Language: en; Overview: Union spy leads mission to sabotage Southern railway, faces challenges.), Movie 3057:Where's Marlowe? (Genres: Comedy, Mystery, Thriller; Language: es; Overview: Film crew documents private investigators' struggles to save business.),, Movie 687:Country Life (Genres: Drama, Romance; Language: en; Overview: Chekhov's "Uncle Vanya" adapted to 1920s rural Australia themes.),, Movie 2333:Gods and Monsters (Genres: Drama; Language: en; Overview: Retired director befriends gardener, transforming their lonely lives together.),, 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 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.),, Movie 1391:Mars Attacks! (Genres: Comedy, Fantasy, Science Fiction; Language: en; Overview: Aliens invade Earth humorously in this '50s/'60s sci-fi homage.),, Movie 2537:Beyond the Poseidon Adventure (Genres: Action, Adventure, Drama; Language: en; Overview: Salvage teams compete for treasure on capsized ship post-disaster.),, Movie 3380:Railroaded! (Genres: Drama, Thriller; Language: en; Overview: Mobster frames innocent man; police sergeant investigates girlfriend's brother's case.),
  
  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 2333 - Reason: This film explores deep emotional connections and personal transformations, resonating with the user's penchant for dramatic, character-driven stories as seen in "The Umbrellas of Cherbourg" and "Breaking the Waves."  
  Rank 2: Movie 687 - Reason: The romantic and dramatic elements reflect the user's interest in love stories set against complex backgrounds, similar to their favorites like "The People vs. Larry Flynt."  
  Rank 3: Movie 2537 - Reason: The adventure and drama in a post-disaster setting might appeal to the user's taste for intense narratives, akin to the struggles depicted in "Gattaca."  
  Rank 4: Movie 778 - Reason: This film's exploration of addiction and personal struggle aligns with the user's appreciation for gritty dramas, similar to "The Grifters."  
  Rank 5: Movie 3585 - Reason: The historical adventure theme adds excitement while maintaining dramatic elements, appealing to the user's interest in stories with depth like "Ed Wood."  
  Rank 6: Movie 3380 - Reason: The thriller aspect combined with a dramatic narrative matches the user's preference for intense, complex plots, reflecting elements in "The People vs. Larry Flynt."  
  Rank 7: Movie 3057 - Reason: The comedic and mysterious elements may resonate with the user's enjoyment of lighter narratives found in films like "The Commitments."  
  Rank 8: Movie 3539 - Reason: As a documentary about a significant music movement, it aligns with the user's interest in music-related dramas, similar to "Velvet Goldmine."  
  Rank 9: Movie 1439 - Reason: The comedic investigation aligns with the user's enjoyment of humor in films such as "Ed Wood," providing a light-hearted yet engaging narrative.  
  Rank 10: Movie 1391 - Reason: The blend of comedy and sci-fi offers a unique storytelling approach that may capture the user's interest in quirky narratives like "Edge of Seventeen."
rejected: Rank 1: Movie 3380 - Reason: The thriller aspect combined with a dramatic narrative matches the user's preference for intense, complex plots, reflecting elements in "The People vs. Larry Flynt."  
  Rank 2: Movie 3539 - Reason: As a documentary about a significant music movement, it aligns with the user's interest in music-related dramas, similar to "Velvet Goldmine."  
  Rank 3: Movie 3585 - Reason: The historical adventure theme adds excitement while maintaining dramatic elements, appealing to the user's interest in stories with depth like "Ed Wood."  
  Rank 4: Movie 2537 - Reason: The adventure and drama in a post-disaster setting might appeal to the user's taste for intense narratives, akin to the struggles depicted in "Gattaca."  
  Rank 5: Movie 3057 - Reason: The comedic and mysterious elements may resonate with the user's enjoyment of lighter narratives found in films like "The Commitments."  
  Rank 6: Movie 2333 - Reason: This film explores deep emotional connections and personal transformations, resonating with the user's penchant for dramatic, character-driven stories as seen in "The Umbrellas of Cherbourg" and "Breaking the Waves."  
  Rank 7: Movie 778 - Reason: This film's exploration of addiction and personal struggle aligns with the user's appreciation for gritty dramas, similar to "The Grifters."  
  Rank 8: Movie 1391 - Reason: The blend of comedy and sci-fi offers a unique storytelling approach that may capture the user's interest in quirky narratives like "Edge of Seventeen."
  Rank 9: Movie 1439 - Reason: The comedic investigation aligns with the user's enjoyment of humor in films such as "Ed Wood," providing a light-hearted yet engaging narrative.  
  Rank 10: Movie 687 - Reason: The romantic and dramatic elements reflect the user's interest in love stories set against complex backgrounds, similar to their favorites like "The People vs. Larry Flynt."  