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 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.), 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 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.), Movie 2329:American History X (Genres: Drama; Language: en; Overview: Derek Vineyard reforms after prison, guiding brother away from violence.), Movie 2725:Twin Falls Idaho (Genres: Drama, Romance; Language: en; Overview: Siamese twins' lives change with a girl; separation brings challenges.), Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.), Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.)
  There are 10 Candidates for recommendation: Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.),, Movie 1384:The Substance of Fire (Genres: Drama; Language: en; Overview: Holocaust survivor Isaac struggles after wife's death, affecting family business.),, Movie 2852:A Soldier's Story (Genres: Drama, Mystery, War; Language: en; Overview: Black sergeant killed; lawyer investigates prejudice and deception in Tynen.),, Movie 3832:Black Sabbath (Genres: Horror; Language: it; Overview: Italian horror film "Black Sabbath" features three chilling stories.),, Movie 2938:Man Facing Southeast (Genres: Mystery, Science Fiction, Drama; Language: es; Overview: Alien patient critiques humanity; psychiatrist struggles with institutional obligations.),, Movie 3949:Requiem for a Dream (Genres: Crime, Drama; Language: en; Overview: Four ambitious individuals' lives are ruined by spiraling drug addictions.), Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.),, Movie 1358:Sling Blade (Genres: Drama; Language: en; Overview: Karl Childers, mentally disabled, released after decades in mental hospital.),, Movie 2674:The Loss of Sexual Innocence (Genres: Drama; Language: en; Overview: A filmmaker's sexual development unfolds through three life stages.),, Movie 2159:Henry: Portrait of a Serial Killer (Genres: Crime, Drama, Horror, Thriller; Language: en; Overview: Henry, a serial killer, shows duality living with Otis.),
  
  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 3832 - Reason: The horror elements and chilling stories in this film may appeal to the user's interest in intense narratives, similar to the psychological thrill of "The Silence of the Lambs."
  
  Rank 2: Movie 1384 - Reason: This drama explores deep emotional struggles and familial relationships, resonating with the user's preference for character-driven stories found in films like "Breaking the Waves."
  
  Rank 3: Movie 3260 - Reason: The themes of class struggles and emotional depth align with the user's appreciation for romantic dramas, reflected in movies like "High Art" and "Twin Falls Idaho."
  
  Rank 4: Movie 1500 - Reason: This film combines action, comedy, and a thrilling narrative about personal transformation, appealing to the user's taste in complex, character-focused stories like "Gattaca."
  
  Rank 5: Movie 2159 - Reason: The exploration of crime and moral ambiguity in this film resonates with the user's interest in intense dramas, similar to "Boys Don't Cry" and "American History X."
  
  Rank 6: Movie 2852 - Reason: This mystery and war drama addresses themes of prejudice and humanity, aligning with the user's interest in thought-provoking narratives like "The Sixth Sense."
  
  Rank 7: Movie 2674 - Reason: The exploration of personal growth through various life stages connects to the user's appreciation for deep character studies seen in "Breaking the Waves."
  
  Rank 8: Movie 1358 - Reason: The emotional and personal journey of the protagonist aligns with the user's interest in character-driven dramas like "High Art."
  
  Rank 9: Movie 2938 - Reason: This film's blend of science fiction and psychological themes resonates with the user's preference for complex narratives, similar to "Gattaca."
  
  Rank 10: Movie 3949 - Reason: The dark themes of addiction and ambition in this film reflect the user's interest in intense, dramatic stories as seen in "American History X."
rejected: Rank 1: Movie 3832 - Reason: The horror elements and chilling stories in this film may appeal to the user's interest in intense narratives, similar to the psychological thrill of "The Silence of the Lambs."
  Rank 2: Movie 2674 - Reason: The exploration of personal growth through various life stages connects to the user's appreciation for deep character studies seen in "Breaking the Waves."
  Rank 3: Movie 2938 - Reason: This film's blend of science fiction and psychological themes resonates with the user's preference for complex narratives, similar to "Gattaca."
  Rank 4: Movie 3260 - Reason: The themes of class struggles and emotional depth align with the user's appreciation for romantic dramas, reflected in movies like "High Art" and "Twin Falls Idaho."
  Rank 5: Movie 1358 - Reason: The emotional and personal journey of the protagonist aligns with the user's interest in character-driven dramas like "High Art."
  Rank 6: Movie 2852 - Reason: This mystery and war drama addresses themes of prejudice and humanity, aligning with the user's interest in thought-provoking narratives like "The Sixth Sense."
  Rank 7: Movie 1384 - Reason: This drama explores deep emotional struggles and familial relationships, resonating with the user's preference for character-driven stories found in films like "Breaking the Waves."
  Rank 8: Movie 2159 - Reason: The exploration of crime and moral ambiguity in this film resonates with the user's interest in intense dramas, similar to "Boys Don't Cry" and "American History X."
  Rank 9: Movie 1500 - Reason: This film combines action, comedy, and a thrilling narrative about personal transformation, appealing to the user's taste in complex, character-focused stories like "Gattaca."
  Rank 10: Movie 3949 - Reason: The dark themes of addiction and ambition in this film reflect the user's interest in intense, dramatic stories as seen in "American History X."