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 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), Movie 1136:Monty Python and the Holy Grail (Genres: Adventure, Comedy, Fantasy; Language: en; Overview: King Arthur recruits knights, battles, and finds Camelot silly.), Movie 1231:The Right Stuff (Genres: Drama, History; Language: en; Overview: Overview of Mercury astronauts shaping America's early space program.), Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.), Movie 3147:The Green Mile (Genres: Fantasy, Drama, Crime; Language: en; Overview: Supernatural tale of John Coffey's healing powers on death row.), Movie 3365:The Searchers (Genres: Western; Language: en; Overview: Veteran searches for niece; motivations become increasingly questionable over time.), Movie 3927:Fantastic Voyage (Genres: Adventure, Science Fiction; Language: en; Overview: Adventurers use miniaturization technology to save scientist from coma.)
  There are 10 Candidates for recommendation: Movie 3128:A Map of the World (Genres: Drama; Language: en; Overview: Nurse faces child abuse charges after accident involving friend's child.),, Movie 1747:Wag the Dog (Genres: Comedy, Drama; Language: en; Overview: President faces misconduct allegations; adviser stages fake war distraction.),, Movie 661:James and the Giant Peach (Genres: Adventure, Animation, Family; Language: en; Overview: Orphan boy's spilled magic leads to a giant flying peach.),, Movie 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.),, Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.),, Movie 141:The Birdcage (Genres: Comedy; Language: en; Overview: Gay cabaret owner and drag queen disguise for son's fiancé parents.),, Movie 31:Dangerous Minds (Genres: Drama, Crime; Language: en; Overview: Former Marine teacher transforms underachieving teens with tough love.),, Movie 11:The American President (Genres: Comedy, Drama, Romance; Language: en; Overview: Widowed president pursues lobbyist, causing rumors and approval decline.),, Movie 1475:Kama Sutra - A Tale of Love (Genres: Drama, History, Romance; Language: en; Overview: Inseparable friends face betrayal and challenges in love and loyalty.),, Movie 3303:Black Tar Heroin: The Dark End of the Street (Genres: Documentary; Language: en; Overview: Film depicts drug degradation of five youths over three years.)
  
  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 3128 - Reason: This drama explores deep emotional themes and personal struggles, resonating with the user's appreciation for serious narratives like "The Shawshank Redemption" and "Rain Man."
  
  Rank 2: Movie 1747 - Reason: The combination of comedy and drama, along with the political satire, aligns with the user's enjoyment of both humor and more serious undertones seen in films like "The Crying Game."
  
  Rank 3: Movie 1475 - Reason: This film's exploration of love and betrayal in a historical context complements the user's interest in romantic dramas, similar to "Pretty Woman" and "The Right Stuff."
  
  Rank 4: Movie 1945 - Reason: The themes of crime and moral conflict in this classic drama reflect the user's preference for intense narratives, akin to "The Green Mile" and "The Shawshank Redemption."
  
  Rank 5: Movie 141 - Reason: This comedy about family and acceptance connects with the user's enjoyment of lighthearted yet meaningful stories, as seen in "Pretty Woman" and "Singin' in the Rain."
  
  Rank 6: Movie 2145 - Reason: A romantic comedy set in high school, it mirrors the user's fondness for youthful romance and social dynamics, similar to "Pretty Woman."
  
  Rank 7: Movie 661 - Reason: The adventure and whimsical elements resonate with the user's enjoyment of imaginative stories like "Fantastic Voyage" and "Monty Python and the Holy Grail."
  
  Rank 8: Movie 31 - Reason: This drama about transformation and tough love relates to the user's interest in character-driven narratives, similar to "Rain Man" and "The Green Mile."
  
  Rank 9: Movie 3303 - Reason: The documentary's exploration of real-life struggles aligns with the user's appreciation for serious themes and human experiences as seen in "The Shawshank Redemption."
  
  Rank 10: Movie 11 - Reason: The blend of comedy, romance, and political intrigue matches the user's enjoyment of films with layered narratives like "Pretty Woman" and "The American President."
rejected: Rank 1: Movie 1475 - Reason: This film's exploration of love and betrayal in a historical context complements the user's interest in romantic dramas, similar to "Pretty Woman" and "The Right Stuff."
  Rank 2: Movie 2145 - Reason: A romantic comedy set in high school, it mirrors the user's fondness for youthful romance and social dynamics, similar to "Pretty Woman."
  Rank 3: Movie 3128 - Reason: This drama explores deep emotional themes and personal struggles, resonating with the user's appreciation for serious narratives like "The Shawshank Redemption" and "Rain Man."
  Rank 4: Movie 661 - Reason: The adventure and whimsical elements resonate with the user's enjoyment of imaginative stories like "Fantastic Voyage" and "Monty Python and the Holy Grail."
  Rank 5: Movie 141 - Reason: This comedy about family and acceptance connects with the user's enjoyment of lighthearted yet meaningful stories, as seen in "Pretty Woman" and "Singin' in the Rain."
  Rank 6: Movie 3303 - Reason: The documentary's exploration of real-life struggles aligns with the user's appreciation for serious themes and human experiences as seen in "The Shawshank Redemption."
  Rank 7: Movie 11 - Reason: The blend of comedy, romance, and political intrigue matches the user's enjoyment of films with layered narratives like "Pretty Woman" and "The American President."
  Rank 8: Movie 1945 - Reason: The themes of crime and moral conflict in this classic drama reflect the user's preference for intense narratives, akin to "The Green Mile" and "The Shawshank Redemption."
  Rank 9: Movie 1747 - Reason: The combination of comedy and drama, along with the political satire, aligns with the user's enjoyment of both humor and more serious undertones seen in films like "The Crying Game."
  Rank 10: Movie 31 - Reason: This drama about transformation and tough love relates to the user's interest in character-driven narratives, similar to "Rain Man" and "The Green Mile."