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 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.), Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.), Movie 2395:Rushmore (Genres: Comedy, Drama; Language: en; Overview: Teenager competes with friend for beautiful teacher's affection at school.), Movie 2424:You've Got Mail (Genres: Comedy, Romance; Language: en; Overview: Joe Fox and Kathleen Kelly fall in love online unknowingly.), Movie 2699:Arachnophobia (Genres: Comedy, Horror; Language: en; Overview: Deadly spider offspring terrorize California town; doctors and exterminator unite.), Movie 3396:The Muppet Movie (Genres: Adventure, Comedy, Family; Language: en; Overview: Kermit pursues Hollywood dreams, gathering friends while evading danger.), Movie 3615:Dinosaur (Genres: Animation, Family; Language: en; Overview: Orphaned dinosaur, raised by lemurs, seeks sanctuary after disaster.), Movie 3660:Puppet Master (Genres: Horror; Language: en; Overview: Puppet maker's potion animates demons; psychics seek to stop chaos.), Movie 3785:Scary Movie (Genres: Comedy; Language: en; Overview: Wayans brothers humorously parody popular horror films and blockbusters.)
  There are 10 Candidates for recommendation: Movie 2530:Beneath the Planet of the Apes (Genres: Adventure, Science Fiction, Mystery; Language: en; Overview: Brent crash-lands, searches for Taylor, battles apes and humans.),, Movie 3749:Time Regained (Genres: Drama, Foreign; Language: fr; Overview: Proust reflects on memories of love, loss, and society.), Movie 475:In the Name of the Father (Genres: Drama; Language: en; Overview: Gerry Conlon, falsely accused, endures fifteen years imprisoned for bombing.),, Movie 1918:Lethal Weapon 4 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Detectives battle mobster involved in slave trading and counterfeiting.),, Movie 2317:The Alarmist (Genres: Comedy; Language: en; Overview: Tommy becomes successful salesman, discovers dark truths about business.),, Movie 2007:Polish Wedding (Genres: Comedy, Drama; Language: en; Overview: Polish family dynamics involve affairs, pregnancy, and marital pressures.),, Movie 3053:The Messenger: The Story of Joan of Arc (Genres: Adventure, Drama, Action, History, War; Language: fr; Overview: Teenage girl claims divine mission to liberate France; ultimately dies.),, Movie 3507:The Odd Couple (Genres: Comedy; Language: en; Overview: Felix moves in with messy Oscar after his divorce.),, Movie 1042:That Thing You Do! (Genres: Comedy, Drama; Language: en; Overview: Pennsylvania band achieves 1964 success, aided by supportive manager.),, Movie 3339:Cross of Iron (Genres: Drama, Action, History, War; Language: en; Overview: German army retreats; Captain Stransky and Corporal Steiner clash.),
  
  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 3507 - Reason: This classic comedy about mismatched roommates aligns with the user's enjoyment of humorous and character-driven stories like "Rushmore" and "You've Got Mail".  
  Rank 2: Movie 2317 - Reason: The mix of comedy and dark themes in this film resonates with the user's interest in witty narratives, similar to the humor found in "Scary Movie" and "The Muppet Movie".  
  Rank 3: Movie 1918 - Reason: This action-comedy blends thrilling sequences with humor, appealing to the user's appreciation for action-packed films like "The Empire Strikes Back" and "Alien: Resurrection".  
  Rank 4: Movie 475 - Reason: The dramatic and intense storyline about wrongful imprisonment connects with the user's interest in thought-provoking narratives as seen in "Gattaca".  
  Rank 5: Movie 3339 - Reason: This war drama featuring conflict and character dynamics aligns with the user's enjoyment of complex historical narratives, similar to themes in "The Empire Strikes Back".  
  Rank 6: Movie 1042 - Reason: A lighthearted film about a band's rise to fame combines comedy and drama, which matches the user's liking for feel-good narratives like "You've Got Mail".  
  Rank 7: Movie 2530 - Reason: The adventure and science fiction elements in this film align well with the user's interest in complex stories, much like "The Empire Strikes Back".  
  Rank 8: Movie 2007 - Reason: This film explores family dynamics with humor and drama, resonating with the user's appreciation for character-driven stories like "Rushmore".  
  Rank 9: Movie 3749 - Reason: The reflective and dramatic themes in this film connect with the user's interest in deep and emotional narratives, akin to "Gattaca".  
  Rank 10: Movie 3053 - Reason: This historical drama about a young woman’s mission resonates with the user's interest in strong character arcs and adventurous narratives, similar to "The Empire Strikes Back".
rejected: Rank 1: Movie 1918 - Reason: This action-comedy blends thrilling sequences with humor, appealing to the user's appreciation for action-packed films like "The Empire Strikes Back" and "Alien: Resurrection".  
  Rank 2: Movie 2317 - Reason: The mix of comedy and dark themes in this film resonates with the user's interest in witty narratives, similar to the humor found in "Scary Movie" and "The Muppet Movie".  
  Rank 3: Movie 2007 - Reason: This film explores family dynamics with humor and drama, resonating with the user's appreciation for character-driven stories like "Rushmore".  
  Rank 4: Movie 3053 - Reason: This historical drama about a young woman’s mission resonates with the user's interest in strong character arcs and adventurous narratives, similar to "The Empire Strikes Back".
  Rank 5: Movie 3339 - Reason: This war drama featuring conflict and character dynamics aligns with the user's enjoyment of complex historical narratives, similar to themes in "The Empire Strikes Back".  
  Rank 6: Movie 2530 - Reason: The adventure and science fiction elements in this film align well with the user's interest in complex stories, much like "The Empire Strikes Back".  
  Rank 7: Movie 3507 - Reason: This classic comedy about mismatched roommates aligns with the user's enjoyment of humorous and character-driven stories like "Rushmore" and "You've Got Mail".  
  Rank 8: Movie 1042 - Reason: A lighthearted film about a band's rise to fame combines comedy and drama, which matches the user's liking for feel-good narratives like "You've Got Mail".  
  Rank 9: Movie 3749 - Reason: The reflective and dramatic themes in this film connect with the user's interest in deep and emotional narratives, akin to "Gattaca".  
  Rank 10: Movie 475 - Reason: The dramatic and intense storyline about wrongful imprisonment connects with the user's interest in thought-provoking narratives as seen in "Gattaca".  