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 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1186:Sex, Lies, and Videotape (Genres: Drama; Language: en; Overview: Repressed woman faces betrayal; unusual visitor disrupts their lives.), Movie 1230:Annie Hall (Genres: Comedy, Drama, Romance; Language: en; Overview: Comedian Alvy Singer falls for quirky Annie Hall in New York.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.), Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.), Movie 3185:Snow Falling on Cedars (Genres: Drama, Romance; Language: en; Overview: Japanese-American fisherman accused of killing neighbor; race influences trial.)
  There are 10 Candidates for recommendation: Movie 1547:Shiloh (Genres: Drama, Family; Language: en; Overview: Abused beagle Shiloh bonds with boy; secret dog shelter created.),, Movie 3649:American Gigolo (Genres: Thriller, Drama, Crime, Romance; Language: en; Overview: Julian's escort life complicates as love and murder intertwine.), Movie 2750:Radio Days (Genres: Comedy, Drama; Language: en; Overview: Narrator reflects on radio's impact during childhood in 1930s-1940s.),, Movie 2819:Three Days of the Condor (Genres: Action, Thriller, Mystery; Language: en; Overview: CIA researcher survives after colleagues' deaths, seeking trust and truth.),, Movie 2350:Heart Condition (Genres: Fantasy, Comedy, Science Fiction; Language: en; Overview: Bigoted cop receives slain lawyer's heart; ghost seeks revenge.),, Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.),, Movie 1787:A Paralyzing Fear: The Story of Polio in America (Genres: Documentary; Language: en; Overview: Personalized presentation on the history and impact of debilitating disease.),, Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.),, Movie 2970:Fitzcarraldo (Genres: Action, Adventure, Drama; Language: de; Overview: Brian Sweeney Fitzgerald is determined to build a jungle opera house.),, Movie 3055:Felicia's Journey (Genres: Drama; Language: en; Overview: A bachelor and teenager transform each other's lives through redemption.),
  
  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 2819 - Reason: This movie combines action, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 2: Movie 3649 - Reason: The intertwining themes of crime and romance resonate with the user's interest in dramatic narratives, similar to "The Silence of the Lambs."  
  Rank 3: Movie 597 - Reason: This romantic comedy's transformation theme parallels the user’s enjoyment of character development, as seen in "My Fair Lady."  
  Rank 4: Movie 3055 - Reason: The focus on personal transformation and redemption aligns with the user's interest in deep character studies found in movies like "Sex, Lies, and Videotape."  
  Rank 5: Movie 2970 - Reason: This film's adventurous spirit and dramatic narrative connect with the user's appreciation for unique storytelling seen in "The Graduate."  
  Rank 6: Movie 1787 - Reason: The documentary format offers an insightful perspective that may appeal to the user's interest in thought-provoking content, similar to "The Sixth Sense."  
  Rank 7: Movie 2750 - Reason: The nostalgic and reflective nature of this comedy-drama resonates with the user’s enjoyment of character-driven stories like "Annie Hall."  
  Rank 8: Movie 1547 - Reason: The family-oriented theme and emotional bonding in this drama connect with the user's interest in heartfelt narratives, as seen in "Toy Story 2."  
  Rank 9: Movie 2350 - Reason: The blend of fantasy and comedy in this film aligns with the user's interest in imaginative storytelling, reminiscent of "North by Northwest."  
  Rank 10: Movie 2395 - Reason: The coming-of-age story set in a school environment resonates with the user’s appreciation for youthful romance and humor, akin to "Pretty Woman."
rejected: Rank 1: Movie 597 - Reason: This romantic comedy's transformation theme parallels the user’s enjoyment of character development, as seen in "My Fair Lady."  
  Rank 2: Movie 1547 - Reason: The family-oriented theme and emotional bonding in this drama connect with the user's interest in heartfelt narratives, as seen in "Toy Story 2."  
  Rank 3: Movie 2970 - Reason: This film's adventurous spirit and dramatic narrative connect with the user's appreciation for unique storytelling seen in "The Graduate."  
  Rank 4: Movie 1787 - Reason: The documentary format offers an insightful perspective that may appeal to the user's interest in thought-provoking content, similar to "The Sixth Sense."  
  Rank 5: Movie 2350 - Reason: The blend of fantasy and comedy in this film aligns with the user's interest in imaginative storytelling, reminiscent of "North by Northwest."  
  Rank 6: Movie 3055 - Reason: The focus on personal transformation and redemption aligns with the user's interest in deep character studies found in movies like "Sex, Lies, and Videotape."  
  Rank 7: Movie 2395 - Reason: The coming-of-age story set in a school environment resonates with the user’s appreciation for youthful romance and humor, akin to "Pretty Woman."
  Rank 8: Movie 2819 - Reason: This movie combines action, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 9: Movie 3649 - Reason: The intertwining themes of crime and romance resonate with the user's interest in dramatic narratives, similar to "The Silence of the Lambs."  
  Rank 10: Movie 2750 - Reason: The nostalgic and reflective nature of this comedy-drama resonates with the user’s enjoyment of character-driven stories like "Annie Hall."  