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 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 943:The Ghost and Mrs. Muir (Genres: Fantasy, Romance, Mystery; Language: en; Overview: Widow befriends ghost; romance complicates their unique relationship.), Movie 1162:The Ruling Class (Genres: Drama, Comedy; Language: en; Overview: Lord dies oddly; son believes he's Jesus; family schemes murder.), Movie 1226:The Quiet Man (Genres: Comedy, Drama, Romance; Language: en; Overview: Sean returns home, loves Mary Kate, conflicts with her brother.), Movie 1293:Gandhi (Genres: Drama, History; Language: en; Overview: Gandhi advocates nonviolent resistance for Indian independence from Britain.), Movie 1939:The Best Years of Our Lives (Genres: Drama, History, Romance; Language: en; Overview: Three WWII veterans face challenges returning home after war.), Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.), Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.), Movie 3359:Breaking Away (Genres: Drama, Comedy; Language: en; Overview: Dave graduates high school, dreams of racing bikes, embraces Italian culture.)
  There are 10 Candidates for recommendation: Movie 2453:The Boy Who Could Fly (Genres: Drama, Family, Fantasy, Science Fiction; Language: en; Overview: Milly befriends autistic neighbor Eric, transforming their family's struggles.),, Movie 2458:Armed and Dangerous (Genres: Action, Comedy, Crime; Language: en; Overview: Wrongly sacked cop and lawyer investigate corruption while guarding.),, Movie 2672:The Thirteenth Floor (Genres: Thriller, Science Fiction, Mystery; Language: en; Overview: Hannon Fuller discovers something important, leaves letter in parallel world.),, Movie 3306:The Circus (Genres: Comedy, Drama; Language: en; Overview: Tramp Charlie loves circus owner's daughter; drama unfolds, choices made.),, Movie 3681:For a Few Dollars More (Genres: Western; Language: it; Overview: Two bounty hunters chase "El Indio" and his gang.), Movie 1513:Romy and Michele's High School Reunion (Genres: Comedy; Language: en; Overview: Party girls pretend to be successful at high school reunion.),, Movie 2359:Waking Ned (Genres: Comedy, Romance; Language: en; Overview: Lottery winner dies; townsfolk scramble to claim his winnings.),, Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.),, Movie 635:A Family Thing (Genres: Comedy, Drama; Language: en; Overview: Earl discovers his heritage and connects with estranged family.),, Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.),
  
  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 2672 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 2: Movie 2458 - Reason: The blend of action and comedy in this film resonates with the user's enjoyment of light-hearted yet engaging narratives, similar to "Pretty Woman" and "You've Got Mail."  
  Rank 3: Movie 3306 - Reason: This movie features comedy and drama, reflecting the user's taste for films that balance humor with emotional depth, akin to "The Quiet Man" and "Breaking Away."  
  Rank 4: Movie 2453 - Reason: The family and fantasy elements in this film connect with the user's appreciation for heartfelt stories about personal growth and relationships, similar to "October Sky."  
  Rank 5: Movie 2692 - Reason: This action-drama features a strong female lead and a sense of urgency, appealing to the user's interest in dynamic narratives like "The French Connection."  
  Rank 6: Movie 1704 - Reason: The psychological elements and exploration of genius in this film resonate with the user's inclination towards character-driven stories, akin to "Gandhi."  
  Rank 7: Movie 3681 - Reason: The Western genre may offer a different experience, but its themes of pursuit and morality can connect with the user's interest in complex storytelling as seen in "The Best Years of Our Lives."  
  Rank 8: Movie 635 - Reason: The themes of family and discovery in this movie align with the user's appreciation for heartfelt narratives, similar to "Breaking Away" and "You've Got Mail."  
  Rank 9: Movie 2359 - Reason: This romantic comedy's quirky approach to relationships resonates with the user's enjoyment of humorous love stories, reflecting the charm of "Pretty Woman."  
  Rank 10: Movie 1513 - Reason: The comedic elements and themes of friendship in this film match the user's interest in light-hearted narratives, similar to "Romy and Michele's High School Reunion."
rejected: Rank 1: Movie 2692 - Reason: This action-drama features a strong female lead and a sense of urgency, appealing to the user's interest in dynamic narratives like "The French Connection."  
  Rank 2: Movie 2359 - Reason: This romantic comedy's quirky approach to relationships resonates with the user's enjoyment of humorous love stories, reflecting the charm of "Pretty Woman."  
  Rank 3: Movie 2458 - Reason: The blend of action and comedy in this film resonates with the user's enjoyment of light-hearted yet engaging narratives, similar to "Pretty Woman" and "You've Got Mail."  
  Rank 4: Movie 635 - Reason: The themes of family and discovery in this movie align with the user's appreciation for heartfelt narratives, similar to "Breaking Away" and "You've Got Mail."  
  Rank 5: Movie 3681 - Reason: The Western genre may offer a different experience, but its themes of pursuit and morality can connect with the user's interest in complex storytelling as seen in "The Best Years of Our Lives."  
  Rank 6: Movie 1513 - Reason: The comedic elements and themes of friendship in this film match the user's interest in light-hearted narratives, similar to "Romy and Michele's High School Reunion."
  Rank 7: Movie 2453 - Reason: The family and fantasy elements in this film connect with the user's appreciation for heartfelt stories about personal growth and relationships, similar to "October Sky."  
  Rank 8: Movie 1704 - Reason: The psychological elements and exploration of genius in this film resonate with the user's inclination towards character-driven stories, akin to "Gandhi."  
  Rank 9: Movie 2672 - Reason: This movie combines science fiction, thriller, and mystery elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 10: Movie 3306 - Reason: This movie features comedy and drama, reflecting the user's taste for films that balance humor with emotional depth, akin to "The Quiet Man" and "Breaking Away."  