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 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 1207:To Kill a Mockingbird (Genres: Crime, Drama; Language: en; Overview: Atticus Finch defends Tom Robinson; Scout learns about justice and humanity.), 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 1276:Cool Hand Luke (Genres: Crime, Drama; Language: en; Overview: Rebellious inmate Luke Jackson inspires fellow convicts despite harsh punishment.), Movie 1300:My Life as a Dog (Genres: Drama, Comedy; Language: sv; Overview: Brothers are separated to help their ill mother rest.), Movie 1527:The Fifth Element (Genres: Adventure, Fantasy, Action, Thriller, Science Fiction; Language: en; Overview: Taxi driver must save girl essential for humanity's survival.), Movie 3030:Yojimbo (Genres: Drama, Thriller; Language: ja; Overview: Ronin instigates gang war between rival businessmen in village.), Movie 3683:Blood Simple (Genres: Crime, Drama, Thriller; Language: en; Overview: Bar owner discovers wife's affair; chaos ensues from revenge plot.)
  There are 10 Candidates for recommendation: Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.),, Movie 1358:Sling Blade (Genres: Drama; Language: en; Overview: Karl Childers, mentally disabled, released after decades in mental hospital.),, Movie 3567:Bossa Nova (Genres: Comedy, Drama, Foreign, Romance; Language: en; Overview: Bossa Nova explores love connections among characters in Rio.),, Movie 1148:The Wrong Trousers (Genres: Animation, Comedy, Family; Language: en; Overview: Gromit thwarts a criminal penguin's robbery plan with ingenuity.),, Movie 554:Trial by Jury (Genres: Drama, Action, Thriller; Language: en; Overview: Juror Valerie compromises justice to protect her threatened son.),, Movie 2649:Son of Frankenstein (Genres: Horror, Science Fiction; Language: en; Overview: Wolf Frankenstein revives monster; chaos ensues, leading to tragedy.),, Movie 1237:The Seventh Seal (Genres: Fantasy, Drama; Language: sv; Overview: Knight challenges Death to chess; seeks redemption amidst despair.),, Movie 678:Some Folks Call It a Sling Blade (Genres: Drama, Thriller; Language: en; Overview: Karl Childers released after 25 years; reporter uncovers his past.),, Movie 507:A Perfect World (Genres: Crime, Drama, Thriller; Language: en; Overview: A kidnapped boy befriends his convict captor while escaping.),, Movie 3901:Duets (Genres: Comedy, Drama, Music; Language: en; Overview: Duets is a comedy about karaoke and a national competition.)
  
  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 3567 - Reason: This romantic comedy explores love connections and character relationships, which aligns with the emotional depth found in the user's history of dramatic films.  
  Rank 2: Movie 2649 - Reason: The horror and science fiction elements add a layer of intrigue and chaos, similar to the tension seen in the user's preference for thriller and crime films.  
  Rank 3: Movie 1358 - Reason: This drama features a complex character study, resonating with the user's appreciation for deep, character-driven narratives.  
  Rank 4: Movie 2671 - Reason: The romantic themes combined with comedy fit well with the user's interest in character relationships, as seen in their history.  
  Rank 5: Movie 1237 - Reason: The exploration of existential themes and the dramatic narrative align with the user's taste for profound storytelling found in their watched films.  
  Rank 6: Movie 507 - Reason: This crime drama incorporates elements of suspense and moral complexity, appealing to the user's interest in intense, character-focused stories.  
  Rank 7: Movie 678 - Reason: This thriller also delves into character backstories and psychological elements, resonating with the user's preference for deep, compelling narratives.  
  Rank 8: Movie 554 - Reason: The blend of action and drama, along with the moral dilemmas faced by the characters, matches the user's interests in intense and thought-provoking stories.  
  Rank 9: Movie 1148 - Reason: The clever animation and comedic elements provide a light-hearted contrast to the user's more serious film choices, appealing to a broader range of tastes.  
  Rank 10: Movie 3901 - Reason: This comedy-drama about karaoke and personal connections aligns with the user's appreciation for character-driven narratives and humor.
rejected: Rank 1: Movie 507 - Reason: This crime drama incorporates elements of suspense and moral complexity, appealing to the user's interest in intense, character-focused stories.  
  Rank 2: Movie 3901 - Reason: This comedy-drama about karaoke and personal connections aligns with the user's appreciation for character-driven narratives and humor.
  Rank 3: Movie 1148 - Reason: The clever animation and comedic elements provide a light-hearted contrast to the user's more serious film choices, appealing to a broader range of tastes.  
  Rank 4: Movie 1358 - Reason: This drama features a complex character study, resonating with the user's appreciation for deep, character-driven narratives.  
  Rank 5: Movie 678 - Reason: This thriller also delves into character backstories and psychological elements, resonating with the user's preference for deep, compelling narratives.  
  Rank 6: Movie 2649 - Reason: The horror and science fiction elements add a layer of intrigue and chaos, similar to the tension seen in the user's preference for thriller and crime films.  
  Rank 7: Movie 3567 - Reason: This romantic comedy explores love connections and character relationships, which aligns with the emotional depth found in the user's history of dramatic films.  
  Rank 8: Movie 2671 - Reason: The romantic themes combined with comedy fit well with the user's interest in character relationships, as seen in their history.  
  Rank 9: Movie 1237 - Reason: The exploration of existential themes and the dramatic narrative align with the user's taste for profound storytelling found in their watched films.  
  Rank 10: Movie 554 - Reason: The blend of action and drama, along with the moral dilemmas faced by the characters, matches the user's interests in intense and thought-provoking stories.  