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 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.), Movie 922:Sunset Boulevard (Genres: Drama; Language: en; Overview: A struggling screenwriter crafts a screenplay for a forgotten star.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.), Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.), Movie 2394:The Prince of Egypt (Genres: Adventure, Animation, Drama, Family, Music; Language: en; Overview: Two brothers' bond is tested by fate and rivalry.), 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 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.)
  There are 10 Candidates for recommendation: Movie 2023:The Godfather: Part III (Genres: Crime, Drama, Thriller; Language: en; Overview: Michael Corleone seeks forgiveness while mentoring a young protege.),, Movie 536:A Simple Twist of Fate (Genres: Drama, Family; Language: en; Overview: Heartbroken man adopts girl, finds joy, faces hidden secrets.),, Movie 1246:Dead Poets Society (Genres: Drama; Language: en; Overview: Teacher inspires students to rebel against convention at boarding school.),, Movie 3101:Fatal Attraction (Genres: Romance, Drama, Thriller, Horror, Mystery; Language: en; Overview: A man's one night stand leads to dangerous stalking threats.),, Movie 3072:Moonstruck (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher stars as a humorous widow who finds unexpected romance.),, Movie 2435:Hurlyburly (Genres: Comedy, Drama; Language: en; Overview: Hurlyburly explores dysfunctional Hollywood lives of players and wannabes.),, Movie 3477:Empire Records (Genres: Comedy, Drama; Language: en; Overview: Employees bond while fighting to save their independent music store.), Movie 292:Outbreak (Genres: Action, Drama, Science Fiction, Thriller; Language: en; Overview: Airborne virus epidemic threatens USA; Col Daniels must contain outbreak.),, Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),
  
  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 3072 - Reason: The blend of comedy and romance in this film resonates with the user's enjoyment of character-driven stories, similar to the relationship dynamics seen in "The Graduate."  
  Rank 2: Movie 1246 - Reason: This film's focus on inspiring students and challenging conventions aligns with the dramatic themes found in the user's history, particularly in movies like "Dead Poets Society."  
  Rank 3: Movie 2023 - Reason: The crime and drama elements, along with the complex character of Michael Corleone, match the user's interest in intricate narratives seen in "Pulp Fiction" and "Dog Day Afternoon."  
  Rank 4: Movie 536 - Reason: The family and drama themes in this movie reflect the user's appreciation for emotional and heartfelt stories, similar to the emotional journey in "Rain Man."  
  Rank 5: Movie 3101 - Reason: The thriller and romance aspects of this film appeal to the user's taste for intense and suspenseful narratives, much like "Fatal Attraction."  
  Rank 6: Movie 1270 - Reason: This adventure-comedy offers a mix of nostalgia and family themes, which resonate with the user's enjoyment of light-hearted yet meaningful stories like "The Truman Show."  
  Rank 7: Movie 1953 - Reason: The action and thriller components in this film align well with the user's preference for gripping and intense narratives, similar to "Rambo: First Blood Part II."  
  Rank 8: Movie 292 - Reason: The tension surrounding an airborne virus epidemic matches the user's interest in thrilling and high-stakes scenarios, akin to the excitement found in "Predator."  
  Rank 9: Movie 3477 - Reason: The comedic and dramatic elements in this film about young adults resonate with the user's enjoyment of character-driven stories, paralleling themes in "Empire Records."  
  Rank 10: Movie 2435 - Reason: This exploration of dysfunctional Hollywood lives aligns with the user's interest in character studies and complex relationships, similar to "Sunset Boulevard."
rejected: Rank 1: Movie 1246 - Reason: This film's focus on inspiring students and challenging conventions aligns with the dramatic themes found in the user's history, particularly in movies like "Dead Poets Society."  
  Rank 2: Movie 2023 - Reason: The crime and drama elements, along with the complex character of Michael Corleone, match the user's interest in intricate narratives seen in "Pulp Fiction" and "Dog Day Afternoon."  
  Rank 3: Movie 1953 - Reason: The action and thriller components in this film align well with the user's preference for gripping and intense narratives, similar to "Rambo: First Blood Part II."  
  Rank 4: Movie 3072 - Reason: The blend of comedy and romance in this film resonates with the user's enjoyment of character-driven stories, similar to the relationship dynamics seen in "The Graduate."  
  Rank 5: Movie 1270 - Reason: This adventure-comedy offers a mix of nostalgia and family themes, which resonate with the user's enjoyment of light-hearted yet meaningful stories like "The Truman Show."  
  Rank 6: Movie 2435 - Reason: This exploration of dysfunctional Hollywood lives aligns with the user's interest in character studies and complex relationships, similar to "Sunset Boulevard."
  Rank 7: Movie 292 - Reason: The tension surrounding an airborne virus epidemic matches the user's interest in thrilling and high-stakes scenarios, akin to the excitement found in "Predator."  
  Rank 8: Movie 536 - Reason: The family and drama themes in this movie reflect the user's appreciation for emotional and heartfelt stories, similar to the emotional journey in "Rain Man."  
  Rank 9: Movie 3477 - Reason: The comedic and dramatic elements in this film about young adults resonate with the user's enjoyment of character-driven stories, paralleling themes in "Empire Records."  
  Rank 10: Movie 3101 - Reason: The thriller and romance aspects of this film appeal to the user's taste for intense and suspenseful narratives, much like "Fatal Attraction."  