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 252:I.Q. (Genres: Comedy, Drama, Romance; Language: en; Overview: Einstein aids a young man in winning his niece's affection.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1722:Tomorrow Never Dies (Genres: Adventure, Action, Thriller; Language: en; Overview: Media mogul incites conflict; 007 battles to prevent global chaos.), Movie 2262:About Last Night... (Genres: Comedy, Drama, Romance; Language: en; Overview: A couple pursues romance while facing personal issues and disapproval.), Movie 2546:The Deep End of the Ocean (Genres: Drama, Mystery; Language: en; Overview: Michelle Pfeiffer shines as a mother searching for her son.), Movie 2572:10 Things I Hate About You (Genres: Comedy, Romance, Drama; Language: en; Overview: Bianca can't date until sister Kat finds a boyfriend.), Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 2724:Runaway Bride (Genres: Comedy, Romance; Language: en; Overview: Columnist Ike writes last-minute piece on runaway bride Maggie Carpenter.), Movie 3203:Dead Calm (Genres: Crime, Thriller, Horror, Drama; Language: en; Overview: Couple's sailing trip leads to mysterious survivor and chilling encounter.), Movie 3225:Down to You (Genres: Comedy, Drama, Family, Romance; Language: en; Overview: Al and Imogen's romance faces challenges from outside forces.)
  There are 10 Candidates for recommendation: Movie 3684:The Fabulous Baker Boys (Genres: Music, Drama, Romance; Language: en; Overview: Frank and Jack Baker are professional musicians playing small clubs.), Movie 3453:Here On Earth (Genres: Romance; Language: en; Overview: Rich college kid learns a lesson after joy ride disaster.),, Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.),, Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.),, Movie 1317:I'm Not Rappaport (Genres: Comedy; Language: en; Overview: Old man battles retirement, daughter, drug dealer, and mugger.),, Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.),, Movie 2485:She's All That (Genres: Comedy, Romance; Language: en; Overview: Zach must transform nerdy Laney into prom queen to regain popularity.),, Movie 58:The Postman (Genres: Comedy, Drama, Romance; Language: it; Overview: Italian postman discovers poetry, impresses Beatrice while delivering mail.),, Movie 1544:The Lost World: Jurassic Park (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Dinosaurs bred secretly; Malcolm joins expedition to document behavior.),, Movie 2981:Brother Can You Spare A Dime (Genres: Documentary; Language: en; Overview: Nostalgic exploration of Great Depression featuring James Cagney's journey.),
  
  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 597 - Reason: This movie features a romantic storyline with comedic elements, aligning well with the user's preferences for romance and comedy as seen in movies like "Notting Hill" and "10 Things I Hate About You."
  
  Rank 2: Movie 2485 - Reason: The high school transformation theme is similar to "10 Things I Hate About You," appealing to the user's interest in romantic comedies centered around young love and personal growth.
  
  Rank 3: Movie 2981 - Reason: Although a documentary, it offers a nostalgic exploration that may interest the user who enjoys deeper narratives, as seen in their appreciation for films like "The Deep End of the Ocean."
  
  Rank 4: Movie 3453 - Reason: This film tells a romantic story that involves lessons learned through personal experiences, resonating with the user's interest in character-driven narratives found in "About Last Night..." and "Runaway Bride."
  
  Rank 5: Movie 1544 - Reason: The adventure and action elements combined with a science fiction backdrop may appeal to the user, who has shown interest in thrillers like "Tomorrow Never Dies."
  
  Rank 6: Movie 3684 - Reason: The musical and romantic elements reflect the user's taste in dramas that explore relationships, similar to "Notting Hill" and "I.Q."
  
  Rank 7: Movie 2424 - Reason: This film's online romance mirrors the modern love stories the user enjoys, akin to the romantic themes present in "Pretty Woman" and "Runaway Bride."
  
  Rank 8: Movie 1210 - Reason: The adventure and action themes with a rich narrative structure align with the user's appreciation for engaging stories like "Tomorrow Never Dies."
  
  Rank 9: Movie 1317 - Reason: The comedic approach to serious life challenges resonates with the user's enjoyment of humor intertwined with drama, as seen in "About Last Night..." and "I.Q."
  
  Rank 10: Movie 58 - Reason: This movie's romantic and dramatic elements in an Italian setting align with the user's affinity for romantic dramas, similar to "Notting Hill" and "The Deep End of the Ocean."
rejected: Rank 1: Movie 1210 - Reason: The adventure and action themes with a rich narrative structure align with the user's appreciation for engaging stories like "Tomorrow Never Dies."
  Rank 2: Movie 597 - Reason: This movie features a romantic storyline with comedic elements, aligning well with the user's preferences for romance and comedy as seen in movies like "Notting Hill" and "10 Things I Hate About You."
  Rank 3: Movie 2424 - Reason: This film's online romance mirrors the modern love stories the user enjoys, akin to the romantic themes present in "Pretty Woman" and "Runaway Bride."
  Rank 4: Movie 1317 - Reason: The comedic approach to serious life challenges resonates with the user's enjoyment of humor intertwined with drama, as seen in "About Last Night..." and "I.Q."
  Rank 5: Movie 3684 - Reason: The musical and romantic elements reflect the user's taste in dramas that explore relationships, similar to "Notting Hill" and "I.Q."
  Rank 6: Movie 58 - Reason: This movie's romantic and dramatic elements in an Italian setting align with the user's affinity for romantic dramas, similar to "Notting Hill" and "The Deep End of the Ocean."
  Rank 7: Movie 3453 - Reason: This film tells a romantic story that involves lessons learned through personal experiences, resonating with the user's interest in character-driven narratives found in "About Last Night..." and "Runaway Bride."
  Rank 8: Movie 2981 - Reason: Although a documentary, it offers a nostalgic exploration that may interest the user who enjoys deeper narratives, as seen in their appreciation for films like "The Deep End of the Ocean."
  Rank 9: Movie 1544 - Reason: The adventure and action elements combined with a science fiction backdrop may appeal to the user, who has shown interest in thrillers like "Tomorrow Never Dies."
  Rank 10: Movie 2485 - Reason: The high school transformation theme is similar to "10 Things I Hate About You," appealing to the user's interest in romantic comedies centered around young love and personal growth.