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 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.), Movie 922:Sunset Boulevard (Genres: Drama; Language: en; Overview: A struggling screenwriter crafts a screenplay for a forgotten star.), Movie 1176:The Double Life of Veronique (Genres: Drama, Thriller; Language: fr; Overview: Two identical women pursue singing careers while navigating life's challenges.), Movie 1245:Miller's Crossing (Genres: Drama, Thriller, Crime; Language: en; Overview: In 1929, a political boss and advisor compete for love.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.), Movie 3108:The Fisher King (Genres: Comedy, Drama; Language: en; Overview: Two troubled men seek the Holy Grail to redeem themselves.), Movie 3124:Agnes Browne (Genres: Drama; Language: en; Overview: Agnes Browne discovers her true self after her husband's death.), Movie 3342:Birdy (Genres: Drama, History; Language: en; Overview: Two friends confront Vietnam war's impact; one believes he's a bird.), Movie 3424:Do the Right Thing (Genres: Drama; Language: en; Overview: On a hot day, hate erupts into violence in Brooklyn.)
  There are 10 Candidates for recommendation: Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 1397:Bastard Out of Carolina (Genres: Drama; Language: en; Overview: Struggling South Carolinian mother and daughter face painful choices together.),, Movie 4:Waiting to Exhale (Genres: Comedy, Drama, Romance; Language: en; Overview: Women seek better relationships, discussing experiences with friends for support.),, Movie 1207:To Kill a Mockingbird (Genres: Crime, Drama; Language: en; Overview: Atticus Finch defends Tom Robinson; Scout learns about justice and humanity.),, Movie 2337:Velvet Goldmine (Genres: Drama, Music; Language: en; Overview: Journalist investigates glam-rock star Brian Slade's mysterious disappearance.),, Movie 3236:Zachariah (Genres: Western, Action, Comedy; Language: en; Overview: Two gunfighters journey west, experiencing surreal visions along the way.),, Movie 63:Don't Be a Menace to South Central While Drinking Your Juice in the Hood (Genres: Comedy; Language: en; Overview: Ashtray navigates gang life while living with eccentric family.),, Movie 1799:Suicide Kings (Genres: Action, Comedy, Crime, Drama, Thriller; Language: en; Overview: Walken captivates as a mobster in a dark comedic abduction.),, Movie 3679:The Decline of Western Civilization (Genres: Documentary, Music; Language: en; Overview: Film explores 1980 Los Angeles punk scene featuring iconic bands.), Movie 1680:Sliding Doors (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: Gwyneth Paltrow's character navigates love and choices in parallel stories.),
  
  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 1799 - Reason: This movie combines action, comedy, and crime elements, appealing to the user's interest in dramatic stories with a blend of humor, similar to "The Fisher King" and "Groundhog Day."  
  Rank 2: Movie 1680 - Reason: The parallel storytelling and romantic elements resonate with the user's enjoyment of romantic dramas as seen in "When Harry Met Sally..." and "What's Eating Gilbert Grape."  
  Rank 3: Movie 1633 - Reason: The themes of family and struggle in this drama align with the user's preference for emotionally charged narratives found in "Agnes Browne" and "Birdy."  
  Rank 4: Movie 1397 - Reason: This film's focus on a mother-daughter relationship in a challenging environment connects with the user's appreciation for deep, character-driven stories like "Miller's Crossing."  
  Rank 5: Movie 3679 - Reason: The documentary aspect featuring music and cultural exploration appeals to the user's interest in unique storytelling and character studies, similar to "Sunset Boulevard."  
  Rank 6: Movie 2337 - Reason: The exploration of identity and mystery in the music scene resonates with the user's taste for dramatic narratives as seen in "The Double Life of Veronique."  
  Rank 7: Movie 63 - Reason: The comedic take on serious themes in this film aligns with the user's enjoyment of humor in dramas, comparable to "Do the Right Thing" and "The Fisher King."  
  Rank 8: Movie 3236 - Reason: The blend of western and surreal elements offers an adventurous narrative that appeals to the user's interest in unique storytelling like "Groundhog Day."  
  Rank 9: Movie 1207 - Reason: The strong moral themes and character development in this classic drama resonate with the user's appreciation for thought-provoking stories, akin to "Birdy."  
  Rank 10: Movie 4 - Reason: The focus on women's experiences and relationships in this comedy-drama matches the user's interest in emotional storytelling similar to "When Harry Met Sally..." and "Agnes Browne."
rejected: Rank 1: Movie 1207 - Reason: The strong moral themes and character development in this classic drama resonate with the user's appreciation for thought-provoking stories, akin to "Birdy."  
  Rank 2: Movie 2337 - Reason: The exploration of identity and mystery in the music scene resonates with the user's taste for dramatic narratives as seen in "The Double Life of Veronique."  
  Rank 3: Movie 1680 - Reason: The parallel storytelling and romantic elements resonate with the user's enjoyment of romantic dramas as seen in "When Harry Met Sally..." and "What's Eating Gilbert Grape."  
  Rank 4: Movie 1633 - Reason: The themes of family and struggle in this drama align with the user's preference for emotionally charged narratives found in "Agnes Browne" and "Birdy."  
  Rank 5: Movie 1799 - Reason: This movie combines action, comedy, and crime elements, appealing to the user's interest in dramatic stories with a blend of humor, similar to "The Fisher King" and "Groundhog Day."  
  Rank 6: Movie 63 - Reason: The comedic take on serious themes in this film aligns with the user's enjoyment of humor in dramas, comparable to "Do the Right Thing" and "The Fisher King."  
  Rank 7: Movie 3236 - Reason: The blend of western and surreal elements offers an adventurous narrative that appeals to the user's interest in unique storytelling like "Groundhog Day."  
  Rank 8: Movie 3679 - Reason: The documentary aspect featuring music and cultural exploration appeals to the user's interest in unique storytelling and character studies, similar to "Sunset Boulevard."  
  Rank 9: Movie 1397 - Reason: This film's focus on a mother-daughter relationship in a challenging environment connects with the user's appreciation for deep, character-driven stories like "Miller's Crossing."  
  Rank 10: Movie 4 - Reason: The focus on women's experiences and relationships in this comedy-drama matches the user's interest in emotional storytelling similar to "When Harry Met Sally..." and "Agnes Browne."