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 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 1080:Life of Brian (Genres: Comedy; Language: en; Overview: Brian Cohen, an average man, mistakenly becomes the Messiah.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 2541:Cruel Intentions (Genres: Drama, Romance, Thriller; Language: en; Overview: Kathryn challenges Sebastian; win a prize, lose a possession.), Movie 2581:Never Been Kissed (Genres: Romance, Comedy, Drama; Language: en; Overview: Josie poses as a student, falls for her English teacher.), Movie 2606:Idle Hands (Genres: Thriller, Comedy, Horror; Language: en; Overview: Anton, a carefree stoner, dreams of beautiful neighbor Molly.), Movie 2683:Austin Powers: The Spy Who Shagged Me (Genres: Adventure, Comedy, Crime, Science Fiction; Language: en; Overview: Austin Powers travels to the '60s to stop Dr. Evil.), Movie 3526:Parenthood (Genres: Comedy, Drama, Family; Language: en; Overview: Buckman family navigates parenting challenges, eccentricities, and family dynamics.), Movie 3548:Auntie Mame (Genres: Comedy, Drama; Language: en; Overview: Ten-year-old Patrick lives with his eccentric, lively Auntie Mame.)
  There are 10 Candidates for recommendation: Movie 1321:An American Werewolf in London (Genres: Horror, Comedy; Language: en; Overview: American tourists in England encounter a werewolf locals deny exists.),, Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.), Movie 2935:The Lady Eve (Genres: Comedy, Romance; Language: en; Overview: Love, misunderstanding, disguise; Jean torments Charles after their split.),, Movie 3255:A League of Their Own (Genres: Comedy; Language: en; Overview: Sisters join women’s baseball league, facing challenges and triumphs together.),, Movie 3040:Meatballs (Genres: Comedy; Language: en; Overview: Tripper mentors campers, helps Rudy, and sparks romance with Roxanne.),, Movie 2670:Run Silent, Run Deep (Genres: Drama, War; Language: en; Overview: Captain seeks revenge, endangering new crew after desk job.),, Movie 3144:The Glass Bottom Boat (Genres: Comedy, Romance; Language: en; Overview: Aerospace owner loves biographer; suspect she might be a spy.),, Movie 3303:Black Tar Heroin: The Dark End of the Street (Genres: Documentary; Language: en; Overview: Film depicts drug degradation of five youths over three years.),, Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.),, Movie 2134:Weird Science (Genres: Comedy, Romance, Fantasy; Language: en; Overview: Two teens create a woman to boost their confidence.),
  
  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 2134 - Reason: This movie combines comedy and romance, echoing the lighthearted yet heartfelt themes found in the user's history with films like "Never Been Kissed" and "My Fair Lady."  
  Rank 2: Movie 2935 - Reason: The romantic misunderstandings and comedic elements resonate with the user's enjoyment of romantic dramas, similar to "Cruel Intentions" and "Shakespeare in Love."  
  Rank 3: Movie 3255 - Reason: The themes of teamwork and personal challenges in a comedic setting align with the user's appreciation for character-driven stories, as seen in "Parenthood."  
  Rank 4: Movie 3809 - Reason: The mix of comedy and psychological exploration reflects the user's interest in character dynamics, reminiscent of the humorous situations in "Idle Hands."  
  Rank 5: Movie 1610 - Reason: The action and adventure elements provide a thrilling contrast to the user's drama-heavy history, appealing to a broader range of interests.  
  Rank 6: Movie 3144 - Reason: This comedy-romance combination aligns with the user's taste for lighthearted films, similar to "My Fair Lady" and "Never Been Kissed."  
  Rank 7: Movie 3040 - Reason: The coming-of-age narrative and comedic mentorship resonate with the user's affinity for family and character-focused stories, like "Parenthood."  
  Rank 8: Movie 2670 - Reason: The dramatic war elements provide a deeper narrative experience, appealing to the user's interest in serious themes as seen in "The Shawshank Redemption."  
  Rank 9: Movie 1321 - Reason: The blend of horror and comedy offers a unique twist that complements the user's diverse taste, similar to the humor found in "Life of Brian."  
  Rank 10: Movie 3303 - Reason: The documentary's focus on real-life struggles provides a thought-provoking counterpoint to the user's narrative preferences, expanding their viewing experience.
rejected: Rank 1: Movie 2670 - Reason: The dramatic war elements provide a deeper narrative experience, appealing to the user's interest in serious themes as seen in "The Shawshank Redemption."  
  Rank 2: Movie 3040 - Reason: The coming-of-age narrative and comedic mentorship resonate with the user's affinity for family and character-focused stories, like "Parenthood."  
  Rank 3: Movie 3255 - Reason: The themes of teamwork and personal challenges in a comedic setting align with the user's appreciation for character-driven stories, as seen in "Parenthood."  
  Rank 4: Movie 2935 - Reason: The romantic misunderstandings and comedic elements resonate with the user's enjoyment of romantic dramas, similar to "Cruel Intentions" and "Shakespeare in Love."  
  Rank 5: Movie 1321 - Reason: The blend of horror and comedy offers a unique twist that complements the user's diverse taste, similar to the humor found in "Life of Brian."  
  Rank 6: Movie 2134 - Reason: This movie combines comedy and romance, echoing the lighthearted yet heartfelt themes found in the user's history with films like "Never Been Kissed" and "My Fair Lady."  
  Rank 7: Movie 3144 - Reason: This comedy-romance combination aligns with the user's taste for lighthearted films, similar to "My Fair Lady" and "Never Been Kissed."  
  Rank 8: Movie 1610 - Reason: The action and adventure elements provide a thrilling contrast to the user's drama-heavy history, appealing to a broader range of interests.  
  Rank 9: Movie 3809 - Reason: The mix of comedy and psychological exploration reflects the user's interest in character dynamics, reminiscent of the humorous situations in "Idle Hands."  
  Rank 10: Movie 3303 - Reason: The documentary's focus on real-life struggles provides a thought-provoking counterpoint to the user's narrative preferences, expanding their viewing experience.