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 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 1136:Monty Python and the Holy Grail (Genres: Adventure, Comedy, Fantasy; Language: en; Overview: King Arthur recruits knights, battles, and finds Camelot silly.), Movie 1918:Lethal Weapon 4 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Detectives battle mobster involved in slave trading and counterfeiting.), Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.), Movie 2005:The Goonies (Genres: Adventure, Comedy, Family; Language: en; Overview: Teenagers discover treasure map, seek One-Eyed Willie to save homes.), Movie 2951:A Fistful of Dollars (Genres: Western; Language: it; Overview: Stranger exploits conflict between Rojo brothers and sheriff for profit.), Movie 3098:The Natural (Genres: Drama; Language: en; Overview: Roy Hobbs revives a failing baseball team with magical abilities.), Movie 3536:Keeping the Faith (Genres: Comedy; Language: en; Overview: Childhood friends navigate love triangle with returning corporate executive Anna.), Movie 3614:Honeymoon in Vegas (Genres: Action, Comedy, Romance, Thriller; Language: en; Overview: Mother's dying wish complicates son's commitment; gambler's debt threatens marriage.)
  There are 10 Candidates for recommendation: Movie 3488:The Hideous Sun Demon (Genres: Horror, Science Fiction; Language: en; Overview: Scientist transforms into lizard-like creature after sunlight exposure.),, Movie 11:The American President (Genres: Comedy, Drama, Romance; Language: en; Overview: Widowed president pursues lobbyist, causing rumors and approval decline.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.),, Movie 357:Four Weddings and a Funeral (Genres: Comedy, Drama, Romance; Language: en; Overview: British comedy follows Charles and Carrie navigating love through weddings.),, Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.),, Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.),, Movie 3833:The Brain That Wouldn't Die (Genres: Horror, Science Fiction; Language: en; Overview: Surgeon plans head transplant after fiancée's decapitation in accident.), Movie 1596:Career Girls (Genres: Drama; Language: en; Overview: Two women reconnect and revive their friendship after six years.),, Movie 466:Hot Shots! Part Deux (Genres: Action, Comedy, War; Language: en; Overview: Topper Harley must lead a rescue mission in Iraq.),, Movie 349:Clear and Present Danger (Genres: Action, Drama, Thriller; Language: en; Overview: CIA Analyst Jack Ryan confronts an illegal war against drug cartels.),
  
  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 11 - Reason: This movie combines comedy, drama, and romance elements, which aligns with the user's enjoyment of character-driven narratives, as seen in their history with movies like "Pretty Woman."
  
  Rank 2: Movie 3488 - Reason: The horror and science fiction elements offer a unique twist, appealing to the user's interest in unconventional storytelling, similar to the thrilling aspects found in "The Silence of the Lambs."
  
  Rank 3: Movie 25 - Reason: The romantic drama featuring complex relationships resonates with the user's preference for emotional depth, as evidenced by their interest in "Pretty Woman."
  
  Rank 4: Movie 3471 - Reason: This film's focus on science fiction and drama aligns with the user's appreciation for thought-provoking narratives, reminiscent of the psychological elements in "Lethal Weapon 4."
  
  Rank 5: Movie 357 - Reason: The mix of comedy and romance, along with a British cultural touch, appeals to the user's taste for light-hearted yet meaningful stories, similar to "Keeping the Faith."
  
  Rank 6: Movie 1596 - Reason: The exploration of friendship and personal growth in a drama aligns with the user's interest in character development, as seen in "Rain Man."
  
  Rank 7: Movie 349 - Reason: The action and thriller elements, alongside a political narrative, cater to the user's taste for intense and suspenseful plots, akin to "Lethal Weapon 4."
  
  Rank 8: Movie 1885 - Reason: The comedic and dramatic elements involving chaotic relationships reflect the user's enjoyment of complex interpersonal dynamics, similar to "Pretty Woman."
  
  Rank 9: Movie 3833 - Reason: The horror and science fiction themes present a blend of suspense and intrigue, appealing to the user's interest in thrilling narratives like "The Silence of the Lambs."
  
  Rank 10: Movie 466 - Reason: The action and comedy blend, alongside a satirical take on war, aligns with the user's enjoyment of humorous yet action-packed films, similar to "Honeymoon in Vegas."
rejected: Rank 1: Movie 1885 - Reason: The comedic and dramatic elements involving chaotic relationships reflect the user's enjoyment of complex interpersonal dynamics, similar to "Pretty Woman."
  Rank 2: Movie 466 - Reason: The action and comedy blend, alongside a satirical take on war, aligns with the user's enjoyment of humorous yet action-packed films, similar to "Honeymoon in Vegas."
  Rank 3: Movie 3488 - Reason: The horror and science fiction elements offer a unique twist, appealing to the user's interest in unconventional storytelling, similar to the thrilling aspects found in "The Silence of the Lambs."
  Rank 4: Movie 3833 - Reason: The horror and science fiction themes present a blend of suspense and intrigue, appealing to the user's interest in thrilling narratives like "The Silence of the Lambs."
  Rank 5: Movie 25 - Reason: The romantic drama featuring complex relationships resonates with the user's preference for emotional depth, as evidenced by their interest in "Pretty Woman."
  Rank 6: Movie 1596 - Reason: The exploration of friendship and personal growth in a drama aligns with the user's interest in character development, as seen in "Rain Man."
  Rank 7: Movie 357 - Reason: The mix of comedy and romance, along with a British cultural touch, appeals to the user's taste for light-hearted yet meaningful stories, similar to "Keeping the Faith."
  Rank 8: Movie 11 - Reason: This movie combines comedy, drama, and romance elements, which aligns with the user's enjoyment of character-driven narratives, as seen in their history with movies like "Pretty Woman."
  Rank 9: Movie 349 - Reason: The action and thriller elements, alongside a political narrative, cater to the user's taste for intense and suspenseful plots, akin to "Lethal Weapon 4."
  Rank 10: Movie 3471 - Reason: This film's focus on science fiction and drama aligns with the user's appreciation for thought-provoking narratives, reminiscent of the psychological elements in "Lethal Weapon 4."