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 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.), Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.), Movie 1680:Sliding Doors (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: Gwyneth Paltrow's character navigates love and choices in parallel stories.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 1835:City of Angels (Genres: Drama, Fantasy, Romance; Language: en; Overview: Guardian angel falls for heart surgeon, exploring forbidden romance.), Movie 2109:The Jerk (Genres: Comedy; Language: en; Overview: Navin Johnson's comedic journey explores identity, riches, and true love.), Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 3450:Grumpy Old Men (Genres: Comedy, Family, Romance; Language: en; Overview: Neighbors feud over attractive widow, sparking rivalry and hijinks.)
  There are 10 Candidates for recommendation: Movie 3908:Urban Legends: Final Cut (Genres: Horror; Language: en; Overview: Students at film school face deadly competition in horror movie.), Movie 602:A Great Day in Harlem (Genres: ; Language: en; Overview: Art Kane captured NYC's top jazz musicians in 1958 photograph.),, Movie 1100:Days of Thunder (Genres: Adventure; Language: en; Overview: Cole Trickle rivals fellow racer, overcomes injuries with guidance.),, Movie 3263:White Men Can't Jump (Genres: Comedy, Drama; Language: en; Overview: Basketball hustlers Billy and Sidney con their way through Los Angeles.),, Movie 881:First Kid (Genres: Comedy, Family; Language: en; Overview: Luke Davenport struggles with loneliness; new agent Sam understands him.),, Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.),, Movie 1926:The Broadway Melody (Genres: Drama, Music, Romance; Language: en; Overview: Sisters, love triangles, and self-discovery unfold in Broadway's vaudeville.),, Movie 3868:The Naked Gun: From the Files of Police Squad! (Genres: Comedy, Crime; Language: en; Overview: Officer Frank Drebin uncovers assassination plot against Queen Elizabeth.),, Movie 232:Eat Drink Man Woman (Genres: Comedy, Drama, Romance; Language: zh; Overview: Retired chef's daughters navigate love in modern Taipei, Taiwan.),, Movie 2581:Never Been Kissed (Genres: Romance, Comedy, Drama; Language: en; Overview: Josie poses as a student, falls for her English teacher.),
  
  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 602 - Reason: This documentary captures a significant moment in jazz history, appealing to the user's taste for character-driven narratives as seen in their love for "The Shawshank Redemption."
  
  Rank 2: Movie 2581 - Reason: The romantic comedy elements combined with a school setting resonate with the user's interest in stories like "Jerry Maguire" and "Pretty in Pink."
  
  Rank 3: Movie 232 - Reason: This film's exploration of family dynamics and romance aligns with the user's appreciation for character relationships, as seen in "Sliding Doors" and "City of Angels."
  
  Rank 4: Movie 3868 - Reason: The comedic crime elements and satirical humor match the user's liking for light-hearted yet clever narratives, similar to "The Jerk."
  
  Rank 5: Movie 1100 - Reason: The adventurous spirit and competitive themes resonate with the user's enjoyment of high-stakes narratives like "Back to the Future."
  
  Rank 6: Movie 2424 - Reason: The online romance and comedic elements connect with the user's preferences for light-hearted romantic stories like "Jerry Maguire."
  
  Rank 7: Movie 3263 - Reason: This film's blend of comedy and drama about friendship in a competitive setting echoes the user's interest in character-driven narratives like "Good Will Hunting."
  
  Rank 8: Movie 3908 - Reason: The horror genre offers a thrilling experience, appealing to the user's curiosity for unique storytelling, similar to the diverse themes in their watched films.
  
  Rank 9: Movie 1926 - Reason: The musical drama's exploration of love and self-discovery aligns with the user's interest in emotional narratives found in "Shakespeare in Love."
  
  Rank 10: Movie 881 - Reason: This family-friendly comedy about friendship and understanding mirrors the user’s affinity for heartwarming stories like "Grumpy Old Men."
rejected: Rank 1: Movie 1926 - Reason: The musical drama's exploration of love and self-discovery aligns with the user's interest in emotional narratives found in "Shakespeare in Love."
  Rank 2: Movie 232 - Reason: This film's exploration of family dynamics and romance aligns with the user's appreciation for character relationships, as seen in "Sliding Doors" and "City of Angels."
  Rank 3: Movie 881 - Reason: This family-friendly comedy about friendship and understanding mirrors the user’s affinity for heartwarming stories like "Grumpy Old Men."
  Rank 4: Movie 3263 - Reason: This film's blend of comedy and drama about friendship in a competitive setting echoes the user's interest in character-driven narratives like "Good Will Hunting."
  Rank 5: Movie 1100 - Reason: The adventurous spirit and competitive themes resonate with the user's enjoyment of high-stakes narratives like "Back to the Future."
  Rank 6: Movie 2581 - Reason: The romantic comedy elements combined with a school setting resonate with the user's interest in stories like "Jerry Maguire" and "Pretty in Pink."
  Rank 7: Movie 602 - Reason: This documentary captures a significant moment in jazz history, appealing to the user's taste for character-driven narratives as seen in their love for "The Shawshank Redemption."
  Rank 8: Movie 3908 - Reason: The horror genre offers a thrilling experience, appealing to the user's curiosity for unique storytelling, similar to the diverse themes in their watched films.
  Rank 9: Movie 3868 - Reason: The comedic crime elements and satirical humor match the user's liking for light-hearted yet clever narratives, similar to "The Jerk."
  Rank 10: Movie 2424 - Reason: The online romance and comedic elements connect with the user's preferences for light-hearted romantic stories like "Jerry Maguire."