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 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.), Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.), Movie 508:Philadelphia (Genres: Drama; Language: en; Overview: Two lawyers unite against AIDS discrimination, overcoming prejudice and corruption.), Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1441:Benny & Joon (Genres: Comedy, Drama, Romance; Language: en; Overview: Young woman with mental illness falls for eccentric Buster Keaton admirer.), Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.), Movie 3100:A River Runs Through It (Genres: Drama; Language: en; Overview: Fly fishing binds brothers through life's challenges in 1920s Montana.), Movie 3361:Bull Durham (Genres: Comedy, Romance; Language: en; Overview: Veteran catcher mentors prospect while competing for a woman's affection.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.)
  There are 10 Candidates for recommendation: Movie 2579:Following (Genres: Crime, Drama, Thriller; Language: en; Overview: Unemployed writer seeks inspiration by following strangers in London.),, Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 2467:The Name of the Rose (Genres: Drama, Thriller, Mystery; Language: en; Overview: William of Baskerville investigates murders at a monastery, defying authority.),, Movie 3748:The Match (Genres: Comedy, Romance; Language: en; Overview: Romantic comedy about a pub football match for closure prize.), Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 3011:They Shoot Horses, Don't They? (Genres: Drama; Language: en; Overview: Desperate characters gamble their futures in a dance marathon.),, Movie 2981:Brother Can You Spare A Dime (Genres: Documentary; Language: en; Overview: Nostalgic exploration of Great Depression featuring James Cagney's journey.),, Movie 78:The Crossing Guard (Genres: Drama, Thriller; Language: en; Overview: Freddy seeks vengeance; Booth seeks redemption before their fateful encounter.),, Movie 2412:Rocky V (Genres: Drama; Language: en; Overview: Rocky, broke and retired, trains to fight an up-and-comer.),, Movie 3240:The Big Tease (Genres: Comedy, Foreign; Language: en; Overview: Scottish hairstylist competes in LA; discovers he's an audience member.),
  
  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 2467 - Reason: This movie combines drama, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 2: Movie 3240 - Reason: The comedic and foreign aspects provide a light-hearted contrast to the user's more serious dramas, appealing to their diverse taste in genres.  
  Rank 3: Movie 2412 - Reason: The underdog theme and personal struggle resonate with the user's interest in character-driven dramas similar to "The Graduate".  
  Rank 4: Movie 593 - Reason: This intense psychological thriller matches the user's appreciation for compelling narratives with dramatic tension, akin to "Twelve Monkeys".  
  Rank 5: Movie 1307 - Reason: The romantic comedy elements, combined with deep conversations about relationships, align with the user's fondness for romance seen in "Sense and Sensibility".  
  Rank 6: Movie 78 - Reason: The themes of vengeance and redemption present a gripping narrative that complements the user's interest in dramatic storytelling.  
  Rank 7: Movie 2981 - Reason: This documentary offers a nostalgic exploration of a significant historical period, appealing to the user's appreciation for meaningful and reflective narratives.  
  Rank 8: Movie 3011 - Reason: The desperate characters and their struggles resonate with the user's interest in emotionally charged dramas like "A River Runs Through It".  
  Rank 9: Movie 3748 - Reason: The romantic comedy aspect connects with the user's enjoyment of humorous yet heartfelt stories, reminiscent of "Bull Durham".  
  Rank 10: Movie 2579 - Reason: The crime and drama elements align with the user's taste for thrilling narratives, similar to the intensity found in "Philadelphia".
rejected: Rank 1: Movie 3748 - Reason: The romantic comedy aspect connects with the user's enjoyment of humorous yet heartfelt stories, reminiscent of "Bull Durham".  
  Rank 2: Movie 2412 - Reason: The underdog theme and personal struggle resonate with the user's interest in character-driven dramas similar to "The Graduate".  
  Rank 3: Movie 593 - Reason: This intense psychological thriller matches the user's appreciation for compelling narratives with dramatic tension, akin to "Twelve Monkeys".  
  Rank 4: Movie 3011 - Reason: The desperate characters and their struggles resonate with the user's interest in emotionally charged dramas like "A River Runs Through It".  
  Rank 5: Movie 2579 - Reason: The crime and drama elements align with the user's taste for thrilling narratives, similar to the intensity found in "Philadelphia".
  Rank 6: Movie 1307 - Reason: The romantic comedy elements, combined with deep conversations about relationships, align with the user's fondness for romance seen in "Sense and Sensibility".  
  Rank 7: Movie 78 - Reason: The themes of vengeance and redemption present a gripping narrative that complements the user's interest in dramatic storytelling.  
  Rank 8: Movie 2467 - Reason: This movie combines drama, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 9: Movie 3240 - Reason: The comedic and foreign aspects provide a light-hearted contrast to the user's more serious dramas, appealing to their diverse taste in genres.  
  Rank 10: Movie 2981 - Reason: This documentary offers a nostalgic exploration of a significant historical period, appealing to the user's appreciation for meaningful and reflective narratives.  