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 62:Mr. Holland's Opus (Genres: Music, Drama, Family; Language: en; Overview: Musician becomes teacher, inspires students while pursuing his true passion.), Movie 529:Searching for Bobby Fischer (Genres: Drama; Language: en; Overview: Prepubescent chess prodigy resists hardening to emulate Bobby Fischer.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 708:The Truth About Cats & Dogs (Genres: Comedy, Romance; Language: en; Overview: Veterinarian asks model friend to impersonate her for handsome man.), Movie 852:Tin Cup (Genres: Comedy, Drama, Romance; Language: en; Overview: Washed-up golfer aims to impress rival’s girlfriend by qualifying.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 2433:A Civil Action (Genres: Drama; Language: pt; Overview: Cynical lawyer becomes obsessed with a potentially lucrative case.), Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.), Movie 3147:The Green Mile (Genres: Fantasy, Drama, Crime; Language: en; Overview: Supernatural tale of John Coffey's healing powers on death row.), Movie 3317:Wonder Boys (Genres: Comedy, Drama; Language: en; Overview: Grady, an unproductive professor, faces misadventures with a young author.)
  There are 10 Candidates for recommendation: Movie 716:Switchblade Sisters (Genres: Action, Crime, Drama; Language: en; Overview: Teenage girls seek love and territory, causing chaos everywhere.),, Movie 619:Ed (Genres: Comedy, Family; Language: en; Overview: Pitcher Jack Cooper struggles with pressure, finds support from Ed.),, Movie 164:Devil in a Blue Dress (Genres: Drama, Mystery, Thriller; Language: en; Overview: Unemployed veteran investigates missing woman, facing danger and challenges.),, Movie 3339:Cross of Iron (Genres: Drama, Action, History, War; Language: en; Overview: German army retreats; Captain Stransky and Corporal Steiner clash.), Movie 1878:Woo (Genres: Comedy, Romance; Language: en; Overview: Extraverted Woo meets insecure Tim on a blind date.),, Movie 2953:Home Alone 2: Lost in New York (Genres: Comedy, Family, Adventure, Crime; Language: en; Overview: Kevin alone in New York foils Wet Bandits' Christmas heist.),, Movie 1500:Grosse Pointe Blank (Genres: Action, Comedy, Thriller, Romance; Language: en; Overview: Freelance hitman develops conscience, attends high school reunion.),, Movie 2188:54 (Genres: Music, Drama; Language: en; Overview: Shane pursues dreams at Studio 54, landing a bar job.),, Movie 747:The Stupids (Genres: Comedy, Family; Language: en; Overview: Dull family accidentally discovers illegal weapons deal while seeking garbage.),, Movie 1363:The Preacher's Wife (Genres: Fantasy, Drama, Comedy, Science Fiction, Romance, Family; Language: en; Overview: Reverend seeks help from angel to save marriage and church.),
  
  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 2953 - Reason: This movie offers a comedic adventure suitable for family viewing, aligning with the user's previous interest in family-oriented films like "Mr. Holland's Opus".
  
  Rank 2: Movie 716 - Reason: The action and drama elements resonate with the user's appreciation for intense narratives, similar to "The Silence of the Lambs".
  
  Rank 3: Movie 619 - Reason: This film features a light-hearted comedy and family theme, appealing to the user's enjoyment of feel-good stories like "The Truth About Cats & Dogs".
  
  Rank 4: Movie 164 - Reason: The mystery and thriller aspects, combined with a strong narrative, align with the user's taste for dramatic and thought-provoking films, as seen in "The Sixth Sense".
  
  Rank 5: Movie 1878 - Reason: This romantic comedy reflects the user's interest in relationships and comedic situations, similar to the charm found in "Tin Cup".
  
  Rank 6: Movie 1500 - Reason: The blend of action, comedy, and romance in this film appeals to the user’s diverse taste, connecting to their enjoyment of "Groundhog Day".
  
  Rank 7: Movie 3339 - Reason: The historical and war drama aligns with the user's interest in deep, character-driven stories, resonating with films like "A Civil Action".
  
  Rank 8: Movie 2188 - Reason: The music and drama elements match the user's appreciation for films that explore artistic themes, similar to "Mr. Holland's Opus".
  
  Rank 9: Movie 1363 - Reason: The fantasy and romantic elements cater to the user’s interest in whimsical narratives, much like the blend of genres in "Groundhog Day".
  
  Rank 10: Movie 747 - Reason: This family comedy holds a light-hearted tone and absurd humor that aligns with the user's enjoyment of comedies like "The Truth About Cats & Dogs".
rejected: Rank 1: Movie 747 - Reason: This family comedy holds a light-hearted tone and absurd humor that aligns with the user's enjoyment of comedies like "The Truth About Cats & Dogs".
  Rank 2: Movie 2188 - Reason: The music and drama elements match the user's appreciation for films that explore artistic themes, similar to "Mr. Holland's Opus".
  Rank 3: Movie 1363 - Reason: The fantasy and romantic elements cater to the user’s interest in whimsical narratives, much like the blend of genres in "Groundhog Day".
  Rank 4: Movie 716 - Reason: The action and drama elements resonate with the user's appreciation for intense narratives, similar to "The Silence of the Lambs".
  Rank 5: Movie 164 - Reason: The mystery and thriller aspects, combined with a strong narrative, align with the user's taste for dramatic and thought-provoking films, as seen in "The Sixth Sense".
  Rank 6: Movie 3339 - Reason: The historical and war drama aligns with the user's interest in deep, character-driven stories, resonating with films like "A Civil Action".
  Rank 7: Movie 1878 - Reason: This romantic comedy reflects the user's interest in relationships and comedic situations, similar to the charm found in "Tin Cup".
  Rank 8: Movie 2953 - Reason: This movie offers a comedic adventure suitable for family viewing, aligning with the user's previous interest in family-oriented films like "Mr. Holland's Opus".
  Rank 9: Movie 619 - Reason: This film features a light-hearted comedy and family theme, appealing to the user's enjoyment of feel-good stories like "The Truth About Cats & Dogs".
  Rank 10: Movie 1500 - Reason: The blend of action, comedy, and romance in this film appeals to the user’s diverse taste, connecting to their enjoyment of "Groundhog Day".