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 581:The Celluloid Closet (Genres: History, Documentary; Language: en; Overview: Documentary explores LGBT representation evolution and societal perceptions in cinema.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.), 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 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.), Movie 2238:Seven Beauties (Genres: Comedy, Drama, Foreign; Language: it; Overview: "Pasqualino, a thief, plots escape from a concentration camp."), Movie 2243:Broadcast News (Genres: Comedy, Drama, Romance; Language: en; Overview: Love triangle between news producer, reporter, and correspondent amidst change.), Movie 3101:Fatal Attraction (Genres: Romance, Drama, Thriller, Horror, Mystery; Language: en; Overview: A man's one night stand leads to dangerous stalking threats.), Movie 3342:Birdy (Genres: Drama, History; Language: en; Overview: Two friends confront Vietnam war's impact; one believes he's a bird.)
  There are 10 Candidates for recommendation: Movie 2357:Central Station (Genres: Drama; Language: pt; Overview: A teacher helps a boy find his unknown father after loss.),, Movie 1534:Le Bonheur (Genres: Drama, Romance; Language: fr; Overview: François, a carpenter, has a happy life until meeting Emilie.),, Movie 3354:Mission to Mars (Genres: Science Fiction; Language: en; Overview: Rescue mission launched after contact lost with Mars expedition crew.),, Movie 1564:Roseanna's Grave (Genres: Comedy, Romance, Drama; Language: en; Overview: Roseanna desires burial beside her daughter, facing cemetery space issues.),, Movie 2739:The Color Purple (Genres: Drama; Language: en; Overview: Celie endures abuse, seeks love, and dreams of reunion.),, Movie 3706:Angel Heart (Genres: Horror, Mystery, Thriller; Language: en; Overview: Detective Harry Angel embarks on a supernatural quest for redemption.),, Movie 3730:The Conversation (Genres: Crime, Drama, Mystery; Language: en; Overview: Surveillance expert becomes obsessed with a couple's cryptic conversation.),, Movie 50:The Usual Suspects (Genres: Drama, Crime, Thriller; Language: en; Overview: Verbal Kint tells feds about mythic crime lord Keyser Soze.),, Movie 1299:The Killing Fields (Genres: War, Drama, History; Language: en; Overview: Journalists' friendship endures during Cambodia's tragic Khmer Rouge era.),, Movie 3910:Dancer in the Dark (Genres: Drama, Crime, Music; Language: en; Overview: Czech immigrant Selma copes with blindness through musical escapism.)
  
  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 2739 - Reason: This film explores deep themes of abuse and resilience, resonating with the user's interest in dramatic narratives as seen in movies like "One Flew Over the Cuckoo's Nest" and "To Kill a Mockingbird."  
  Rank 2: Movie 1299 - Reason: The historical context and emotional depth of friendship during a tragic era align with the user's preference for impactful dramas like "The Godfather" and "The Graduate."  
  Rank 3: Movie 3910 - Reason: This movie's blend of drama and musical elements speaks to the user's taste for unique storytelling, similar to "The Truman Show" and "Birdy."  
  Rank 4: Movie 3730 - Reason: The themes of surveillance and obsession resonate with the user's appreciation for crime and mystery narratives, reflecting elements from "The Usual Suspects."  
  Rank 5: Movie 3706 - Reason: This film's supernatural thriller aspect aligns with the user's interest in complex narratives with dark undertones as seen in "Fatal Attraction."  
  Rank 6: Movie 50 - Reason: The intricate plot and crime elements of this movie appeal to the user's enjoyment of thrilling narratives, akin to "The Godfather" and "Fatal Attraction."  
  Rank 7: Movie 1564 - Reason: The combination of comedy and romance in this film mirrors the user's interest in character-driven stories, similar to "Broadcast News."  
  Rank 8: Movie 3354 - Reason: This science fiction rescue narrative aligns with the user's appreciation for thought-provoking plots, reflecting the unique storytelling in "The Truman Show."  
  Rank 9: Movie 2357 - Reason: The emotional journey of finding lost connections resonates with the user's interest in heartfelt dramas, similar to "To Kill a Mockingbird."  
  Rank 10: Movie 1534 - Reason: The exploration of romantic relationships and happiness in this film connects with the user's enjoyment of character-focused narratives, reflecting themes present in "The Graduate."
rejected: Rank 1: Movie 1564 - Reason: The combination of comedy and romance in this film mirrors the user's interest in character-driven stories, similar to "Broadcast News."  
  Rank 2: Movie 3354 - Reason: This science fiction rescue narrative aligns with the user's appreciation for thought-provoking plots, reflecting the unique storytelling in "The Truman Show."  
  Rank 3: Movie 3706 - Reason: This film's supernatural thriller aspect aligns with the user's interest in complex narratives with dark undertones as seen in "Fatal Attraction."  
  Rank 4: Movie 1534 - Reason: The exploration of romantic relationships and happiness in this film connects with the user's enjoyment of character-focused narratives, reflecting themes present in "The Graduate."
  Rank 5: Movie 1299 - Reason: The historical context and emotional depth of friendship during a tragic era align with the user's preference for impactful dramas like "The Godfather" and "The Graduate."  
  Rank 6: Movie 2739 - Reason: This film explores deep themes of abuse and resilience, resonating with the user's interest in dramatic narratives as seen in movies like "One Flew Over the Cuckoo's Nest" and "To Kill a Mockingbird."  
  Rank 7: Movie 2357 - Reason: The emotional journey of finding lost connections resonates with the user's interest in heartfelt dramas, similar to "To Kill a Mockingbird."  
  Rank 8: Movie 3910 - Reason: This movie's blend of drama and musical elements speaks to the user's taste for unique storytelling, similar to "The Truman Show" and "Birdy."  
  Rank 9: Movie 50 - Reason: The intricate plot and crime elements of this movie appeal to the user's enjoyment of thrilling narratives, akin to "The Godfather" and "Fatal Attraction."  
  Rank 10: Movie 3730 - Reason: The themes of surveillance and obsession resonate with the user's appreciation for crime and mystery narratives, reflecting elements from "The Usual Suspects."  