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 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1285:Heathers (Genres: Thriller, Comedy, Drama; Language: en; Overview: Girl learns social manipulation from rebel, targeting popular classmates.), Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.), Movie 1475:Kama Sutra - A Tale of Love (Genres: Drama, History, Romance; Language: en; Overview: Inseparable friends face betrayal and challenges in love and loyalty.), Movie 2463:Ruthless People (Genres: Comedy; Language: en; Overview: Couple kidnaps businessman's wife, unaware he's pleased by it.), Movie 2657:The Rocky Horror Picture Show (Genres: Comedy, Horror, Music, Science Fiction; Language: en; Overview: Brad and Janet encounter bizarre characters in Dr. Frank-N-Furter's mansion.), Movie 3072:Moonstruck (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher stars as a humorous widow who finds unexpected romance.), Movie 3408:Erin Brockovich (Genres: Drama; Language: en; Overview: Mother investigates injustice, uncovers cover-up, and triumphs against adversaries.), Movie 3543:Diner (Genres: Comedy, Drama; Language: en; Overview: Five young men resist adulthood, finding refuge in their Diner.), Movie 3910:Dancer in the Dark (Genres: Drama, Crime, Music; Language: en; Overview: Czech immigrant Selma copes with blindness through musical escapism.)
  There are 10 Candidates for recommendation: Movie 3466:Heart and Souls (Genres: Fantasy, Drama, Comedy, Science Fiction, Romance; Language: en; Overview: Businessman reunites with childhood guardian angels for afterlife purpose.),, Movie 2411:Rocky IV (Genres: Drama; Language: en; Overview: Rocky returns to fight Drago for revenge and redemption.),, Movie 539:Sleepless in Seattle (Genres: Comedy, Drama, Romance; Language: en; Overview: Boy sets dad up on date; journalist finds love instead.),, Movie 1212:The Third Man (Genres: Thriller, Mystery; Language: en; Overview: Postwar Vienna: Writer investigates friend's death, encounters love and conspiracy.),, Movie 3745:Titan A.E. (Genres: Animation, Action, Science Fiction, Family, Adventure; Language: en; Overview: Young man holds key to humanity's survival against alien Dredge.), Movie 2402:Rambo: First Blood Part II (Genres: Action, Adventure, Thriller, War; Language: en; Overview: Rambo is released for a covert mission in Vietnam jungle.),, Movie 506:Orlando (Genres: Romance, Drama, Fantasy; Language: en; Overview: Orlando inherits property, transforms into a woman, navigates centuries.),, Movie 687:Country Life (Genres: Drama, Romance; Language: en; Overview: Chekhov's "Uncle Vanya" adapted to 1920s rural Australia themes.),, Movie 406:Federal Hill (Genres: ; Language: en; Overview: Five friends in Federal Hill face crime until love transforms them.),, Movie 1946:Marty (Genres: Drama, Romance; Language: en; Overview: Marty, a bachelor, finds connection with Clara despite pressure.),
  
  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 506 - Reason: This movie combines elements of romance and drama with a unique narrative structure, resonating with the user's appreciation for character-driven stories as seen in their history.  
  Rank 2: Movie 1212 - Reason: The thriller and mystery elements align with the user's interest in complex, thought-provoking narratives, similar to the tension found in "Heathers".  
  Rank 3: Movie 687 - Reason: This film captures themes of romance and adaptation, which echoes the user's appreciation for character relationships in movies like "Kama Sutra - A Tale of Love".  
  Rank 4: Movie 1946 - Reason: The story of finding love against societal pressure aligns with the emotional depth and romance the user enjoys, as seen in "Moonstruck".  
  Rank 5: Movie 3745 - Reason: The adventurous and science fiction elements appeal to the user's interest in unique storytelling, reminiscent of the unconventional narratives in "The Rocky Horror Picture Show".  
  Rank 6: Movie 3466 - Reason: The blend of fantasy, drama, and romance resonates with the user's enjoyment of heartfelt narratives, similar to "Diner".  
  Rank 7: Movie 539 - Reason: This romantic comedy aligns with the user's taste for light-hearted yet emotional stories, akin to "Waiting for Guffman".  
  Rank 8: Movie 2411 - Reason: The themes of redemption and personal struggle in a dramatic context appeal to the user's appreciation for character evolution as seen in "Erin Brockovich".  
  Rank 9: Movie 406 - Reason: The focus on friendship and transformation through love aligns with the user's interest in human relationships found in films like "Ruthless People".  
  Rank 10: Movie 2402 - Reason: The action and adventure elements cater to the user's taste for thrilling escapism, similar to the excitement in "Dancer in the Dark".
rejected: Rank 1: Movie 3466 - Reason: The blend of fantasy, drama, and romance resonates with the user's enjoyment of heartfelt narratives, similar to "Diner".  
  Rank 2: Movie 506 - Reason: This movie combines elements of romance and drama with a unique narrative structure, resonating with the user's appreciation for character-driven stories as seen in their history.  
  Rank 3: Movie 2402 - Reason: The action and adventure elements cater to the user's taste for thrilling escapism, similar to the excitement in "Dancer in the Dark".
  Rank 4: Movie 3745 - Reason: The adventurous and science fiction elements appeal to the user's interest in unique storytelling, reminiscent of the unconventional narratives in "The Rocky Horror Picture Show".  
  Rank 5: Movie 687 - Reason: This film captures themes of romance and adaptation, which echoes the user's appreciation for character relationships in movies like "Kama Sutra - A Tale of Love".  
  Rank 6: Movie 539 - Reason: This romantic comedy aligns with the user's taste for light-hearted yet emotional stories, akin to "Waiting for Guffman".  
  Rank 7: Movie 2411 - Reason: The themes of redemption and personal struggle in a dramatic context appeal to the user's appreciation for character evolution as seen in "Erin Brockovich".  
  Rank 8: Movie 1212 - Reason: The thriller and mystery elements align with the user's interest in complex, thought-provoking narratives, similar to the tension found in "Heathers".  
  Rank 9: Movie 1946 - Reason: The story of finding love against societal pressure aligns with the emotional depth and romance the user enjoys, as seen in "Moonstruck".  
  Rank 10: Movie 406 - Reason: The focus on friendship and transformation through love aligns with the user's interest in human relationships found in films like "Ruthless People".  