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 235:Ed Wood (Genres: Comedy, Drama, History; Language: en; Overview: The worst director's journey creating B-movies with quirky friends.), Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1387:Jaws (Genres: Horror, Thriller, Adventure; Language: en; Overview: Great white shark terrorizes Amity Island; heroes seek to stop it.), 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 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.), Movie 2699:Arachnophobia (Genres: Comedy, Horror; Language: en; Overview: Deadly spider offspring terrorize California town; doctors and exterminator unite.), Movie 3527:Predator (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Commandos rescue airmen, but an intelligent alien hunts them.), Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.), Movie 3763:F/X (Genres: Crime, Thriller, Action; Language: en; Overview: Special effects artist seeks revenge on double-crossing agents and gangster.)
  There are 10 Candidates for recommendation: Movie 2116:The Lord of the Rings (Genres: Fantasy, Drama, Animation, Adventure; Language: en; Overview: Fellowship journeys to destroy One Ring and defeat Sauron.),, Movie 2373:Red Sonja (Genres: Adventure, Fantasy, Action; Language: en; Overview: Gedren seeks power; Red Sonja fights to stop her tyranny.),, Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.),, Movie 606:Candyman: Farewell to the Flesh (Genres: Horror; Language: en; Overview: Candyman returns to New Orleans, targeting a teacher with ties.),, Movie 2057:The Incredible Journey (Genres: Adventure, Family; Language: en; Overview: Three pets embark on a journey home after losing owners.),, Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.), Movie 2502:Office Space (Genres: Comedy, Crime; Language: en; Overview: Three workers plot to embezzle money from their employers.),, Movie 923:Citizen Kane (Genres: Mystery, Drama; Language: en; Overview: Charles Foster Kane's life is shaped by childhood trauma and wealth.),, Movie 2437:Wilde (Genres: Drama, History; Language: en; Overview: Oscar Wilde's struggle: genius, love, marriage, and self-acceptance conflict.),, Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.),
  
  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 150 - Reason: This film features a gripping narrative of heroism and drama, similar to the emotional depth found in "Blade Runner" and "The Hunt for Red October," appealing to the user's preference for strong character-driven stories.  
  Rank 2: Movie 2373 - Reason: This adventure fantasy aligns with the user's interest in action and imaginative storytelling, seen in their enjoyment of films like "Predator" and "Jaws."  
  Rank 3: Movie 1247 - Reason: The romantic drama involving complex relationships resonates with the user’s appreciation for character dynamics, evident in their history with "Groundhog Day."  
  Rank 4: Movie 2116 - Reason: This epic fantasy adventure echoes the grand storytelling and character journeys found in the user’s favorite films like "Blade Runner" and "The Hunt for Red October."  
  Rank 5: Movie 2502 - Reason: The comedic elements and workplace satire in this movie connect well with the user's enjoyment of quirky humor, as seen in "Ed Wood" and "Arachnophobia."  
  Rank 6: Movie 606 - Reason: The horror aspects and psychological themes are likely to appeal to the user’s taste for thrilling narratives, similar to the tension in "Jaws."  
  Rank 7: Movie 2948 - Reason: This action thriller features espionage and complex plots, aligning with the user’s interest in intelligence and strategy, as seen in "Blade Runner" and "The Spy Who Loved Me."  
  Rank 8: Movie 923 - Reason: The dramatic storytelling and deep themes in this classic resonate with the user’s appreciation for impactful narratives, much like "The Hunt for Red October."  
  Rank 9: Movie 2057 - Reason: The adventure and family themes in this movie provide a light-hearted contrast to the user's darker preferences, complementing their varied taste in films.  
  Rank 10: Movie 2437 - Reason: This historical drama about a celebrated figure resonates with the user's interest in character studies and complex narratives, akin to "The Graduate" and "Boogie Nights."
rejected: Rank 1: Movie 1247 - Reason: The romantic drama involving complex relationships resonates with the user’s appreciation for character dynamics, evident in their history with "Groundhog Day."  
  Rank 2: Movie 923 - Reason: The dramatic storytelling and deep themes in this classic resonate with the user’s appreciation for impactful narratives, much like "The Hunt for Red October."  
  Rank 3: Movie 606 - Reason: The horror aspects and psychological themes are likely to appeal to the user’s taste for thrilling narratives, similar to the tension in "Jaws."  
  Rank 4: Movie 2437 - Reason: This historical drama about a celebrated figure resonates with the user's interest in character studies and complex narratives, akin to "The Graduate" and "Boogie Nights."
  Rank 5: Movie 2373 - Reason: This adventure fantasy aligns with the user's interest in action and imaginative storytelling, seen in their enjoyment of films like "Predator" and "Jaws."  
  Rank 6: Movie 2057 - Reason: The adventure and family themes in this movie provide a light-hearted contrast to the user's darker preferences, complementing their varied taste in films.  
  Rank 7: Movie 2502 - Reason: The comedic elements and workplace satire in this movie connect well with the user's enjoyment of quirky humor, as seen in "Ed Wood" and "Arachnophobia."  
  Rank 8: Movie 2116 - Reason: This epic fantasy adventure echoes the grand storytelling and character journeys found in the user’s favorite films like "Blade Runner" and "The Hunt for Red October."  
  Rank 9: Movie 2948 - Reason: This action thriller features espionage and complex plots, aligning with the user’s interest in intelligence and strategy, as seen in "Blade Runner" and "The Spy Who Loved Me."  
  Rank 10: Movie 150 - Reason: This film features a gripping narrative of heroism and drama, similar to the emotional depth found in "Blade Runner" and "The Hunt for Red October," appealing to the user's preference for strong character-driven stories.  