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 223:Clerks (Genres: Comedy; Language: en; Overview: Bored clerks Dante and Randal navigate life with humor and antics.), Movie 1136:Monty Python and the Holy Grail (Genres: Adventure, Comedy, Fantasy; Language: en; Overview: King Arthur recruits knights, battles, and finds Camelot silly.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1206:A Clockwork Orange (Genres: Science Fiction, Drama; Language: en; Overview: Demonic gang leader faces consequences after state brainwashing intervention.), Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.), Movie 1278:Young Frankenstein (Genres: Comedy, Science Fiction; Language: en; Overview: Young neurosurgeon inherits castle, discovers grandfather's experiments, changes perspective.), Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.), Movie 2968:Time Bandits (Genres: Family, Fantasy, Science Fiction, Adventure, Comedy; Language: en; Overview: Kevin joins six dwarfs on time-traveling treasure adventures.), Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.), Movie 3851:Margaret Cho: I'm the One That I Want (Genres: Comedy; Language: en; Overview: Margaret Cho's monologue explores her journey through fame and recovery.)
  There are 10 Candidates for recommendation: Movie 3171:Room at the Top (Genres: Romance, Drama; Language: en; Overview: Ambitious Joe Lampton seeks success and love in Yorkshire.),, Movie 3801:Anatomy of a Murder (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Small-town lawyer battles city prosecutor in a murder trial.), Movie 756:Carmen Miranda: Bananas Is My Business (Genres: Documentary; Language: pt; Overview: Carmen Miranda: Brazilian star, known for her tutti frutti hat.),, Movie 2826:The 13th Warrior (Genres: Adventure, Fantasy, Action; Language: en; Overview: Ahmad Ibn Fadlan joins Vikings to confront a flesh-eating terror.),, Movie 3173:Any Given Sunday (Genres: Drama; Language: en; Overview: Third-string quarterback impresses, challenging coach and new owner's strategies.),, Movie 1235:Harold and Maude (Genres: Comedy, Drama, Romance; Language: en; Overview: Harold and Maude connect, finding friendship and joy in life.),, Movie 3718:American Pimp (Genres: Documentary; Language: en; Overview: African-American pimps discuss their lives, rules, and money-focused work.),, Movie 1384:The Substance of Fire (Genres: Drama; Language: en; Overview: Holocaust survivor Isaac struggles after wife's death, affecting family business.),, Movie 2672:The Thirteenth Floor (Genres: Thriller, Science Fiction, Mystery; Language: en; Overview: Hannon Fuller discovers something important, leaves letter in parallel world.),, Movie 580:Princess Caraboo (Genres: Comedy, Drama, History, Mystery; Language: en; Overview: Beautiful stranger claims to be princess; reporter investigates her identity.),
  
  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 3718 - Reason: This documentary provides a unique perspective on lives filled with humor and societal commentary, reflecting the user's interest in character-driven narratives like "Clerks" and "Monty Python and the Holy Grail."  
  Rank 2: Movie 3173 - Reason: The sports drama features intense character dynamics and challenges, resonating with the user's appreciation for compelling storytelling seen in "The Empire Strikes Back."  
  Rank 3: Movie 1384 - Reason: The dramatic exploration of family and loss aligns with the user's taste for deep emotional narratives found in films like "A Clockwork Orange" and "Apocalypse Now."  
  Rank 4: Movie 580 - Reason: This film combines comedy and mystery, mirroring the user's enjoyment of light-hearted yet intriguing plots as seen in "Young Frankenstein."  
  Rank 5: Movie 3801 - Reason: The legal drama’s intense courtroom battles appeal to the user's preference for thrilling narratives, similar to the tension in "Frequency."  
  Rank 6: Movie 1235 - Reason: The quirky relationship in this comedy-drama offers a unique perspective on life and love, akin to the humor and depth found in "Margaret Cho: I'm the One That I Want."  
  Rank 7: Movie 2826 - Reason: This adventure film incorporates fantasy elements and action, aligning with the user's appreciation for imaginative storytelling evident in "The Fifth Element."  
  Rank 8: Movie 2672 - Reason: The thriller's blend of science fiction and mystery resonates with the user's interest in intricate plots, similar to the complexities in "The Thirteenth Floor."  
  Rank 9: Movie 756 - Reason: This documentary about a cultural icon connects with the user's enjoyment of character studies, akin to their interest in humorous narratives like "Clerks."  
  Rank 10: Movie 3171 - Reason: The romantic and dramatic elements in this film appeal to the user's taste for stories that explore ambition and relationships, reminiscent of the emotional depth in "A Clockwork Orange."
rejected: Rank 1: Movie 2672 - Reason: The thriller's blend of science fiction and mystery resonates with the user's interest in intricate plots, similar to the complexities in "The Thirteenth Floor."  
  Rank 2: Movie 580 - Reason: This film combines comedy and mystery, mirroring the user's enjoyment of light-hearted yet intriguing plots as seen in "Young Frankenstein."  
  Rank 3: Movie 2826 - Reason: This adventure film incorporates fantasy elements and action, aligning with the user's appreciation for imaginative storytelling evident in "The Fifth Element."  
  Rank 4: Movie 1235 - Reason: The quirky relationship in this comedy-drama offers a unique perspective on life and love, akin to the humor and depth found in "Margaret Cho: I'm the One That I Want."  
  Rank 5: Movie 756 - Reason: This documentary about a cultural icon connects with the user's enjoyment of character studies, akin to their interest in humorous narratives like "Clerks."  
  Rank 6: Movie 1384 - Reason: The dramatic exploration of family and loss aligns with the user's taste for deep emotional narratives found in films like "A Clockwork Orange" and "Apocalypse Now."  
  Rank 7: Movie 3801 - Reason: The legal drama’s intense courtroom battles appeal to the user's preference for thrilling narratives, similar to the tension in "Frequency."  
  Rank 8: Movie 3718 - Reason: This documentary provides a unique perspective on lives filled with humor and societal commentary, reflecting the user's interest in character-driven narratives like "Clerks" and "Monty Python and the Holy Grail."  
  Rank 9: Movie 3173 - Reason: The sports drama features intense character dynamics and challenges, resonating with the user's appreciation for compelling storytelling seen in "The Empire Strikes Back."  
  Rank 10: Movie 3171 - Reason: The romantic and dramatic elements in this film appeal to the user's taste for stories that explore ambition and relationships, reminiscent of the emotional depth in "A Clockwork Orange."