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 628:Primal Fear (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Arrogant attorney defends altar boy in complex murder case.), Movie 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.), Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.), Movie 1227:Once Upon a Time in America (Genres: Drama, Crime; Language: en; Overview: Jewish gangster returns to confront past regrets in Manhattan.), Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.), Movie 2231:Rounders (Genres: Drama, Crime; Language: en; Overview: Reformed gambler plays poker again to help friend with debts.), Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.), Movie 3107:Backdraft (Genres: Action, Crime, Drama, Mystery, Thriller; Language: en; Overview: Firemen brothers clash while stopping a dangerous arsonist in Chicago.), Movie 3185:Snow Falling on Cedars (Genres: Drama, Romance; Language: en; Overview: Japanese-American fisherman accused of killing neighbor; race influences trial.)
  There are 10 Candidates for recommendation: Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.),, Movie 1971:A Nightmare on Elm Street 4: The Dream Master (Genres: Horror, Thriller; Language: en; Overview: Freddy Krueger is resurrected, targeting Elm Street kids through dreams.),, Movie 3727:Near Dark (Genres: Drama, Horror, Thriller; Language: en; Overview: Midwestern boy becomes undead after meeting southern vampire girl.), Movie 2060:BASEketball (Genres: Comedy; Language: en; Overview: Two friends create basketball with baseball rules, facing rival challenges.),, Movie 369:Mrs. Parker and the Vicious Circle (Genres: Drama; Language: en; Overview: Dorothy Parker recalls the witty, alcohol-fueled Algonquin Round Table friendships.),, Movie 2943:Indochine (Genres: Drama, Romance; Language: fr; Overview: French plantation owner Eliane sabotages daughter Camille's love for Jean-Baptiste.),, Movie 3681:For a Few Dollars More (Genres: Western; Language: it; Overview: Two bounty hunters chase "El Indio" and his gang.),, Movie 2646:House of Dracula (Genres: Horror, Science Fiction; Language: en; Overview: Scientist cures rare diseases, discovers lycanthropy, but becomes mad.),, Movie 2511:The Long Goodbye (Genres: Thriller, Crime, Drama, Mystery; Language: en; Overview: Detective Marlowe investigates to clear a friend's murder accusation.),, Movie 3703:Mad Max 2: The Road Warrior (Genres: Adventure, Action, Thriller, Science Fiction; Language: en; Overview: Max battles Lord Humungus for gasoline in a post-apocalyptic Outback.),
  
  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 1971 - Reason: This horror thriller features a complex psychological element and a strong narrative, appealing to the user's interest in thrilling and suspenseful stories as shown in their history with films like "Primal Fear."
  
  Rank 2: Movie 369 - Reason: The dramatic exploration of relationships and wit aligns with the user's appreciation for character-driven stories, as seen in their history with "The Godfather: Part II" and "Once Upon a Time in America."
  
  Rank 3: Movie 2646 - Reason: This film combines horror and science fiction, offering a unique twist on supernatural themes that resonate with the user's interest in complex narratives, similar to "E.T. the Extra-Terrestrial."
  
  Rank 4: Movie 2943 - Reason: The romantic drama set against a historical backdrop aligns with the user's taste for emotionally rich narratives, akin to "Snow Falling on Cedars."
  
  Rank 5: Movie 3681 - Reason: As a classic Western, this film presents a strong narrative of pursuit and justice, appealing to the user's interest in crime and action themes, reflective of "Die Hard" and "Cop Land."
  
  Rank 6: Movie 2511 - Reason: This thriller features a detective unraveling a murder mystery, which aligns well with the user's preference for crime and mystery genres as evidenced by "Rounders" and "Primal Fear."
  
  Rank 7: Movie 2571 - Reason: This action-packed science fiction film resonates with the user's interest in thought-provoking narratives and complex themes, paralleling their enjoyment of "The Matrix."
  
  Rank 8: Movie 2060 - Reason: The comedy aspect with a unique twist on sports aligns with a lighter side of storytelling that can be refreshing, balancing the user's heavier preferences.
  
  Rank 9: Movie 3727 - Reason: The blend of horror and drama in a story about transformation resonates with the user's interest in films that delve into psychological and emotional depths, reflected in "Edward Scissorhands."
  
  Rank 10: Movie 3703 - Reason: This action-adventure film set in a dystopian world appeals to the user's taste for thrilling escapades and high-stakes conflict, similar to the excitement found in "Backdraft."
rejected: Rank 1: Movie 2060 - Reason: The comedy aspect with a unique twist on sports aligns with a lighter side of storytelling that can be refreshing, balancing the user's heavier preferences.
  Rank 2: Movie 3681 - Reason: As a classic Western, this film presents a strong narrative of pursuit and justice, appealing to the user's interest in crime and action themes, reflective of "Die Hard" and "Cop Land."
  Rank 3: Movie 2943 - Reason: The romantic drama set against a historical backdrop aligns with the user's taste for emotionally rich narratives, akin to "Snow Falling on Cedars."
  Rank 4: Movie 2571 - Reason: This action-packed science fiction film resonates with the user's interest in thought-provoking narratives and complex themes, paralleling their enjoyment of "The Matrix."
  Rank 5: Movie 2511 - Reason: This thriller features a detective unraveling a murder mystery, which aligns well with the user's preference for crime and mystery genres as evidenced by "Rounders" and "Primal Fear."
  Rank 6: Movie 1971 - Reason: This horror thriller features a complex psychological element and a strong narrative, appealing to the user's interest in thrilling and suspenseful stories as shown in their history with films like "Primal Fear."
  Rank 7: Movie 3727 - Reason: The blend of horror and drama in a story about transformation resonates with the user's interest in films that delve into psychological and emotional depths, reflected in "Edward Scissorhands."
  Rank 8: Movie 3703 - Reason: This action-adventure film set in a dystopian world appeals to the user's taste for thrilling escapades and high-stakes conflict, similar to the excitement found in "Backdraft."
  Rank 9: Movie 2646 - Reason: This film combines horror and science fiction, offering a unique twist on supernatural themes that resonate with the user's interest in complex narratives, similar to "E.T. the Extra-Terrestrial."
  Rank 10: Movie 369 - Reason: The dramatic exploration of relationships and wit aligns with the user's appreciation for character-driven stories, as seen in their history with "The Godfather: Part II" and "Once Upon a Time in America."