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 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1293:Gandhi (Genres: Drama, History; Language: en; Overview: Gandhi advocates nonviolent resistance for Indian independence from Britain.), Movie 1936:Mrs. Miniver (Genres: Drama, Romance, War; Language: en; Overview: The Minivers navigate life during the early months of WWII.), Movie 1947:West Side Story (Genres: Crime, Drama, Music; Language: en; Overview: Polish-American Jets and Puerto Rican Sharks clash; love leads tragedy.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 2628:Star Wars: Episode I - The Phantom Menace (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Anakin, a Force-sensitive slave, is discovered as Sith return.), Movie 2942:Flashdance (Genres: Drama, Music, Romance; Language: en; Overview: Exotic dancer dreams of ballet; features iconic soundtrack and song.), Movie 3451:Guess Who's Coming to Dinner (Genres: Comedy, Drama, Romance; Language: en; Overview: Couple's attitudes challenged when daughter brings home black fiancé.)
  There are 10 Candidates for recommendation: Movie 407:In the Mouth of Madness (Genres: Horror, Mystery, Thriller; Language: en; Overview: Insurance investigator uncovers chaos in town after author disappears.),, Movie 3390:Shanghai Surprise (Genres: Adventure; Language: en; Overview: Fortune hunter and nurse seek stolen opium in Shanghai's chaos.), Movie 3108:The Fisher King (Genres: Comedy, Drama; Language: en; Overview: Two troubled men seek the Holy Grail to redeem themselves.),, Movie 2344:Runaway Train (Genres: Action, Thriller; Language: en; Overview: Convicts escape prison, board runaway train, pursued by security.),, Movie 1180:Hear My Song (Genres: Comedy, Foreign; Language: en; Overview: Josef Locke returns to revive nightclub and rekindle romance.),, Movie 2778:Never Talk to Strangers (Genres: Thriller, Romance; Language: en; Overview: Police psychologist Sarah falls for mysterious Tony, altering her personality.),, Movie 2004:Gremlins 2: The New Batch (Genres: Comedy, Horror, Fantasy; Language: en; Overview: Billy and Kate face genetically altered Gremlins in New York.),, Movie 3147:The Green Mile (Genres: Fantasy, Drama, Crime; Language: en; Overview: Supernatural tale of John Coffey's healing powers on death row.),, Movie 2134:Weird Science (Genres: Comedy, Romance, Fantasy; Language: en; Overview: Two teens create a woman to boost their confidence.),, Movie 1119:Drunks (Genres: Drama; Language: en; Overview: Jim shares at AA meeting; others recount their struggles.),
  
  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 1119 - Reason: This drama explores personal struggles in a relatable way, aligning with the user's interest in character-driven narratives as seen in "The Graduate" and "Gandhi."
  
  Rank 2: Movie 2778 - Reason: The thriller and romance elements in this movie resonate with the user’s taste for psychological complexity and relationship dynamics, similar to "The Silence of the Lambs."
  
  Rank 3: Movie 407 - Reason: This horror-thriller's mystery and chaos align with the user's preference for intense, thought-provoking stories, as reflected in their viewings of "The Silence of the Lambs."
  
  Rank 4: Movie 1180 - Reason: The comedic and romantic elements in this foreign film provide a light-hearted contrast to the user's drama-heavy history, appealing to their diverse tastes.
  
  Rank 5: Movie 2134 - Reason: This comedy and romance blend offers a youthful, imaginative story that aligns with the user's interest in romantic themes, similar to "Guess Who's Coming to Dinner."
  
  Rank 6: Movie 3108 - Reason: The mix of comedy and drama in this film captures the user's appreciation for character exploration and redemption themes, reflected in "The Graduate."
  
  Rank 7: Movie 3390 - Reason: This adventure film's chaotic narrative and quest for fortune echo the user's interest in historical and conflict-driven stories, similar to "The African Queen."
  
  Rank 8: Movie 2004 - Reason: This horror-comedy's fantastical elements provide a fun diversion, appealing to the user's interest in imaginative narratives, akin to "West Side Story."
  
  Rank 9: Movie 3147 - Reason: The fantasy and drama in this movie resonate with the user’s preference for profound, emotional storytelling, similar to "The Green Mile."
  
  Rank 10: Movie 2344 - Reason: The action and thriller aspects of this film align with the user's interest in suspenseful narratives, akin to the tension found in "The Silence of the Lambs."
rejected: Rank 1: Movie 1119 - Reason: This drama explores personal struggles in a relatable way, aligning with the user's interest in character-driven narratives as seen in "The Graduate" and "Gandhi."
  Rank 2: Movie 2778 - Reason: The thriller and romance elements in this movie resonate with the user’s taste for psychological complexity and relationship dynamics, similar to "The Silence of the Lambs."
  Rank 3: Movie 3390 - Reason: This adventure film's chaotic narrative and quest for fortune echo the user's interest in historical and conflict-driven stories, similar to "The African Queen."
  Rank 4: Movie 1180 - Reason: The comedic and romantic elements in this foreign film provide a light-hearted contrast to the user's drama-heavy history, appealing to their diverse tastes.
  Rank 5: Movie 3147 - Reason: The fantasy and drama in this movie resonate with the user’s preference for profound, emotional storytelling, similar to "The Green Mile."
  Rank 6: Movie 2004 - Reason: This horror-comedy's fantastical elements provide a fun diversion, appealing to the user's interest in imaginative narratives, akin to "West Side Story."
  Rank 7: Movie 407 - Reason: This horror-thriller's mystery and chaos align with the user's preference for intense, thought-provoking stories, as reflected in their viewings of "The Silence of the Lambs."
  Rank 8: Movie 3108 - Reason: The mix of comedy and drama in this film captures the user's appreciation for character exploration and redemption themes, reflected in "The Graduate."
  Rank 9: Movie 2344 - Reason: The action and thriller aspects of this film align with the user's interest in suspenseful narratives, akin to the tension found in "The Silence of the Lambs."
  Rank 10: Movie 2134 - Reason: This comedy and romance blend offers a youthful, imaginative story that aligns with the user's interest in romantic themes, similar to "Guess Who's Coming to Dinner."