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 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 921:My Favorite Year (Genres: Comedy, Drama; Language: en; Overview: Junior writer Benjy Stone prepares for actor Alan Swann's appearance.), Movie 1212:The Third Man (Genres: Thriller, Mystery; Language: en; Overview: Postwar Vienna: Writer investigates friend's death, encounters love and conspiracy.), Movie 1217:Ran (Genres: Action, Drama, History; Language: ja; Overview: Elderly warlord's retirement leads to corruption and betrayal among sons.), Movie 1254:The Treasure of the Sierra Madre (Genres: Action, Adventure, Drama, Western; Language: en; Overview: Three men seek gold in Mexico, facing greed and danger.), Movie 1281:The Great Dictator (Genres: Comedy; Language: en; Overview: Dictator Hynkel expands empire; Jewish barber evades persecution.), Movie 1947:West Side Story (Genres: Crime, Drama, Music; Language: en; Overview: Polish-American Jets and Puerto Rican Sharks clash; love leads tragedy.), Movie 3681:For a Few Dollars More (Genres: Western; Language: it; Overview: Two bounty hunters chase "El Indio" and his gang.), Movie 3789:The Pawnbroker (Genres: Drama; Language: en; Overview: A Jewish pawnbroker loses faith, realizes tragedy too late.)
  There are 10 Candidates for recommendation: 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 3520:How to Stuff a Wild Bikini (Genres: Comedy, Music, Romance; Language: en; Overview: Sailor in Tahiti hires witch doctor to watch girlfriend.), Movie 529:Searching for Bobby Fischer (Genres: Drama; Language: en; Overview: Prepubescent chess prodigy resists hardening to emulate Bobby Fischer.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 1680:Sliding Doors (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: Gwyneth Paltrow's character navigates love and choices in parallel stories.),, Movie 3440:Teenage Mutant Ninja Turtles III (Genres: Action, Adventure, Comedy, Family, Fantasy, Science Fiction; Language: en; Overview: Turtles travel to ancient Japan, train as samurai, aid village.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.),, Movie 232:Eat Drink Man Woman (Genres: Comedy, Drama, Romance; Language: zh; Overview: Retired chef's daughters navigate love in modern Taipei, Taiwan.),, Movie 1069:Murder, My Sweet (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Detective seeks lost girlfriend, facing danger and deception throughout.),
  
  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 2396 - Reason: This film explores themes of love and tragedy, which aligns with the user's appreciation for complex emotional narratives as seen in "West Side Story" and "My Favorite Year."  
  Rank 2: Movie 1069 - Reason: The crime and mystery elements resonate with the user's interest in thrillers like "The Third Man," adding a layer of detective intrigue to the viewing experience.  
  Rank 3: Movie 1680 - Reason: This movie's blend of romance and choices in a parallel narrative appeals to the user's enjoyment of character-driven stories like "Blade Runner" and "Singin' in the Rain."  
  Rank 4: Movie 232 - Reason: The familial and romantic dynamics in a culturally rich setting match the user's taste for character exploration seen in "The Pawnbroker" and "My Favorite Year."  
  Rank 5: Movie 529 - Reason: The coming-of-age theme and the struggle against external pressures align with the user's interest in deep character studies like "The Piano" and "My Favorite Year."  
  Rank 6: Movie 3520 - Reason: This comedy offers a lighthearted take on relationships, appealing to the user's enjoyment of comedic elements found in "Singin' in the Rain" and "The Great Dictator."  
  Rank 7: Movie 678 - Reason: The drama and thriller aspects reflect the user's preference for intense narratives as seen in "The Third Man" and "The Pawnbroker."  
  Rank 8: Movie 3440 - Reason: The action-adventure elements, combined with humor, cater to the user's taste for diverse genres as seen in "For a Few Dollars More" and "Ran."  
  Rank 9: Movie 1208 - Reason: The war drama's psychological depth and moral ambiguity resonate with the user's interest in intense, thought-provoking films like "Blade Runner."  
  Rank 10: Movie 509 - Reason: The exploration of love and conflict in a unique setting aligns with the user's appreciation for emotional storytelling seen in "The Piano" and "West Side Story."
rejected: Rank 1: Movie 2396 - Reason: This film explores themes of love and tragedy, which aligns with the user's appreciation for complex emotional narratives as seen in "West Side Story" and "My Favorite Year."  
  Rank 2: Movie 232 - Reason: The familial and romantic dynamics in a culturally rich setting match the user's taste for character exploration seen in "The Pawnbroker" and "My Favorite Year."  
  Rank 3: Movie 529 - Reason: The coming-of-age theme and the struggle against external pressures align with the user's interest in deep character studies like "The Piano" and "My Favorite Year."  
  Rank 4: Movie 1069 - Reason: The crime and mystery elements resonate with the user's interest in thrillers like "The Third Man," adding a layer of detective intrigue to the viewing experience.  
  Rank 5: Movie 3440 - Reason: The action-adventure elements, combined with humor, cater to the user's taste for diverse genres as seen in "For a Few Dollars More" and "Ran."  
  Rank 6: Movie 678 - Reason: The drama and thriller aspects reflect the user's preference for intense narratives as seen in "The Third Man" and "The Pawnbroker."  
  Rank 7: Movie 1680 - Reason: This movie's blend of romance and choices in a parallel narrative appeals to the user's enjoyment of character-driven stories like "Blade Runner" and "Singin' in the Rain."  
  Rank 8: Movie 3520 - Reason: This comedy offers a lighthearted take on relationships, appealing to the user's enjoyment of comedic elements found in "Singin' in the Rain" and "The Great Dictator."  
  Rank 9: Movie 1208 - Reason: The war drama's psychological depth and moral ambiguity resonate with the user's interest in intense, thought-provoking films like "Blade Runner."  
  Rank 10: Movie 509 - Reason: The exploration of love and conflict in a unique setting aligns with the user's appreciation for emotional storytelling seen in "The Piano" and "West Side Story."