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 907:The Gay Divorcee (Genres: Comedy, Music, Romance; Language: en; Overview: Guy unknowingly becomes involved in Mimi's deceptive love affair.), Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.), Movie 1959:Out of Africa (Genres: Drama; Language: en; Overview: Danish author Karen Blixen's life in Africa, 20th century.), Movie 2355:A Bug's Life (Genres: Adventure, Animation, Comedy, Family; Language: en; Overview: Ant Flik recruits warrior bugs to protect colony from grasshoppers.), 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 2581:Never Been Kissed (Genres: Romance, Comedy, Drama; Language: en; Overview: Josie poses as a student, falls for her English teacher.), Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 3159:Fantasia 2000 (Genres: Animation, Family, Music; Language: en; Overview: Lively music and animation in 'Fantasia' sequel with new shorts.), Movie 3259:Far and Away (Genres: Adventure, Drama, Romance, Western; Language: en; Overview: Young couple pursues land ownership in Oklahoma amidst challenges.)
  There are 10 Candidates for recommendation: Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.),, Movie 898:The Philadelphia Story (Genres: Comedy, Romance; Language: en; Overview: Heiress Tracy Lord's wedding plans disrupted by ex-husband Dexter Haven.),, Movie 2642:Superman III (Genres: Comedy, Action, Adventure, Fantasy, Science Fiction; Language: en; Overview: Ross Webster hires Gus Gorman to create synthetic kryptonite against Superman.),, Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.),, Movie 3649:American Gigolo (Genres: Thriller, Drama, Crime, Romance; Language: en; Overview: Julian's escort life complicates as love and murder intertwine.), Movie 581:The Celluloid Closet (Genres: History, Documentary; Language: en; Overview: Documentary explores LGBT representation evolution and societal perceptions in cinema.),, Movie 1031:Bedknobs and Broomsticks (Genres: Adventure, Fantasy, Animation, Comedy, Family, Music; Language: en; Overview: Children evacuated in WWII discover their guardian is a trainee witch.),, Movie 3097:The Shop Around the Corner (Genres: Comedy, Romance; Language: en; Overview: Two feuding employees unknowingly fall in love as pen pals.),, Movie 1678:The Joy Luck Club (Genres: Drama; Language: en; Overview: Four Chinese-American women and their mothers explore past relationships.),, Movie 3536:Keeping the Faith (Genres: Comedy; Language: en; Overview: Childhood friends navigate love triangle with returning corporate executive Anna.),
  
  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 581 - Reason: This documentary explores LGBT representation in cinema, which may resonate with the user's interest in diverse romantic narratives as seen in their history.  
  Rank 2: Movie 1307 - Reason: The blend of comedy and romance in this film reflects the user's enjoyment of lighthearted yet meaningful romantic stories, as evidenced by movies like "Pretty Woman" and "Notting Hill."  
  Rank 3: Movie 1678 - Reason: The exploration of relationships among women aligns with the user's appreciation for character-driven dramas, similar to "Out of Africa" and "Jerry Maguire."  
  Rank 4: Movie 3536 - Reason: The comedic and romantic elements in this film echo the user's preference for light-hearted relationship stories, akin to "Never Been Kissed" and "Keeping the Faith."  
  Rank 5: Movie 898 - Reason: This classic romantic comedy shares themes of love and relationships, paralleling the user's interests in films like "The Gay Divorcee" and "Jerry Maguire."  
  Rank 6: Movie 899 - Reason: Combining music, comedy, and romance, this film aligns with the user's enjoyment of musical elements in lighthearted romantic narratives, similar to "The Philadelphia Story."  
  Rank 7: Movie 3097 - Reason: This film's blend of romance and comedy, with a twist of mistaken identity, resonates with the user's preferences for clever romantic plots, like "10 Things I Hate About You."  
  Rank 8: Movie 3649 - Reason: The intertwining of romance and drama with a thriller aspect appeals to the user's interest in complex narratives, akin to "Jerry Maguire" and "American Gigolo."  
  Rank 9: Movie 2642 - Reason: The film’s comedic take on adventure and romance may attract the user, reflecting their enjoyment of lighthearted escapism as seen in "A Bug's Life."  
  Rank 10: Movie 1031 - Reason: This family-friendly adventure combines fantasy and comedy, appealing to the user's taste for whimsical narratives like "Fantasia 2000."
rejected: Rank 1: Movie 3536 - Reason: The comedic and romantic elements in this film echo the user's preference for light-hearted relationship stories, akin to "Never Been Kissed" and "Keeping the Faith."  
  Rank 2: Movie 1031 - Reason: This family-friendly adventure combines fantasy and comedy, appealing to the user's taste for whimsical narratives like "Fantasia 2000."
  Rank 3: Movie 2642 - Reason: The film’s comedic take on adventure and romance may attract the user, reflecting their enjoyment of lighthearted escapism as seen in "A Bug's Life."  
  Rank 4: Movie 898 - Reason: This classic romantic comedy shares themes of love and relationships, paralleling the user's interests in films like "The Gay Divorcee" and "Jerry Maguire."  
  Rank 5: Movie 899 - Reason: Combining music, comedy, and romance, this film aligns with the user's enjoyment of musical elements in lighthearted romantic narratives, similar to "The Philadelphia Story."  
  Rank 6: Movie 3097 - Reason: This film's blend of romance and comedy, with a twist of mistaken identity, resonates with the user's preferences for clever romantic plots, like "10 Things I Hate About You."  
  Rank 7: Movie 1307 - Reason: The blend of comedy and romance in this film reflects the user's enjoyment of lighthearted yet meaningful romantic stories, as evidenced by movies like "Pretty Woman" and "Notting Hill."  
  Rank 8: Movie 581 - Reason: This documentary explores LGBT representation in cinema, which may resonate with the user's interest in diverse romantic narratives as seen in their history.  
  Rank 9: Movie 3649 - Reason: The intertwining of romance and drama with a thriller aspect appeals to the user's interest in complex narratives, akin to "Jerry Maguire" and "American Gigolo."  
  Rank 10: Movie 1678 - Reason: The exploration of relationships among women aligns with the user's appreciation for character-driven dramas, similar to "Out of Africa" and "Jerry Maguire."  