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 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.), Movie 290:Once Were Warriors (Genres: Drama; Language: en; Overview: Maori family's struggle in Auckland against unemployment and domestic violence.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 1046:Beautiful Thing (Genres: Comedy, Drama, Romance; Language: en; Overview: Two boys in Thamesmead explore their emerging homosexuality together.), Movie 1594:In the Company of Men (Genres: Comedy, Drama; Language: en; Overview: Two executives seek revenge on women by destroying an innocent girl.), Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.), Movie 2692:Run Lola Run (Genres: Action, Drama, Thriller; Language: de; Overview: Lola must quickly raise money to save Manni from danger.)
  There are 10 Candidates for recommendation: Movie 1358:Sling Blade (Genres: Drama; Language: en; Overview: Karl Childers, mentally disabled, released after decades in mental hospital.),, Movie 1080:Life of Brian (Genres: Comedy; Language: en; Overview: Brian Cohen, an average man, mistakenly becomes the Messiah.),, Movie 3400:We're Back! A Dinosaur's Story (Genres: Animation, Science Fiction, Family; Language: en; Overview: Captain New Eyes makes dinosaurs intelligent to fulfill children's wishes.),, Movie 39:Clueless (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher, a popular matchmaker, learns lessons about love and identity.),, Movie 535:Short Cuts (Genres: Comedy, Drama; Language: en; Overview: Altman's multi-character film explores American culture's emotional spectrum profoundly.),, Movie 1497:Double Team (Genres: Action, Science Fiction; Language: en; Overview: One-man arsenal battles terrorists; allies or enemies, choose wisely.),, Movie 1187:Passion Fish (Genres: Drama; Language: en; Overview: Paralyzed actress forms unlikely bond with stubborn assistant in recovery.),, Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.),, Movie 334:Vanya on 42nd Street (Genres: Drama, Romance; Language: en; Overview: Uninterrupted "Uncle Vanya" rehearsal in rundown theater, minimal props.),, Movie 3897:Almost Famous (Genres: Drama, Music; Language: en; Overview: Coming-of-age film about a teen journalist touring with a band.)
  
  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 3897 - Reason: This coming-of-age film about a teen journalist aligns with the user's interest in drama, reflecting relatable themes of personal growth and exploration found in movies like "Sense and Sensibility".  
  Rank 2: Movie 1497 - Reason: The action-packed narrative featuring a one-man arsenal contrasts with the user's drama preferences but introduces thrilling elements that could appeal to their interest in intense stories, similar to "The Silence of the Lambs".  
  Rank 3: Movie 1080 - Reason: This comedy about mistaken identity resonates with the user's appreciation for humor intertwined with deeper themes, similar to the comedic elements in "Singin' in the Rain".  
  Rank 4: Movie 1358 - Reason: This drama about a mentally disabled man released from a hospital offers a poignant exploration of human emotions, aligning well with the user's past preference for deep, character-driven stories like "Once Were Warriors".  
  Rank 5: Movie 334 - Reason: The uninterrupted rehearsal of "Uncle Vanya" presents a unique blend of drama and romance that mirrors the user's interest in intimate storytelling as seen in "Beautiful Thing".  
  Rank 6: Movie 535 - Reason: This multi-character film dives into emotional experiences, resonating with the user's taste for complex narratives found in "In the Company of Men".  
  Rank 7: Movie 1187 - Reason: The bond formed between a paralyzed actress and her assistant explores themes of recovery and connection, appealing to the user's preference for emotional and dramatic stories like "The Spanish Prisoner".  
  Rank 8: Movie 3400 - Reason: While primarily a family animation, its imaginative storytelling could captivate the user, providing a lighter contrast to their usual drama preferences, similar to "Welcome to the Dollhouse".  
  Rank 9: Movie 39 - Reason: This romantic comedy about a high school matchmaker aligns with the user's enjoyment of romantic elements in films like "Sense and Sensibility" and "Beautiful Thing".  
  Rank 10: Movie 3471 - Reason: The science fiction and drama blend of an alien encounter offers a thought-provoking narrative that resonates with the user's appreciation for complex stories, akin to "North by Northwest".
rejected: Rank 1: Movie 3471 - Reason: The science fiction and drama blend of an alien encounter offers a thought-provoking narrative that resonates with the user's appreciation for complex stories, akin to "North by Northwest".
  Rank 2: Movie 334 - Reason: The uninterrupted rehearsal of "Uncle Vanya" presents a unique blend of drama and romance that mirrors the user's interest in intimate storytelling as seen in "Beautiful Thing".  
  Rank 3: Movie 1497 - Reason: The action-packed narrative featuring a one-man arsenal contrasts with the user's drama preferences but introduces thrilling elements that could appeal to their interest in intense stories, similar to "The Silence of the Lambs".  
  Rank 4: Movie 1358 - Reason: This drama about a mentally disabled man released from a hospital offers a poignant exploration of human emotions, aligning well with the user's past preference for deep, character-driven stories like "Once Were Warriors".  
  Rank 5: Movie 39 - Reason: This romantic comedy about a high school matchmaker aligns with the user's enjoyment of romantic elements in films like "Sense and Sensibility" and "Beautiful Thing".  
  Rank 6: Movie 1187 - Reason: The bond formed between a paralyzed actress and her assistant explores themes of recovery and connection, appealing to the user's preference for emotional and dramatic stories like "The Spanish Prisoner".  
  Rank 7: Movie 1080 - Reason: This comedy about mistaken identity resonates with the user's appreciation for humor intertwined with deeper themes, similar to the comedic elements in "Singin' in the Rain".  
  Rank 8: Movie 3897 - Reason: This coming-of-age film about a teen journalist aligns with the user's interest in drama, reflecting relatable themes of personal growth and exploration found in movies like "Sense and Sensibility".  
  Rank 9: Movie 3400 - Reason: While primarily a family animation, its imaginative storytelling could captivate the user, providing a lighter contrast to their usual drama preferences, similar to "Welcome to the Dollhouse".  
  Rank 10: Movie 535 - Reason: This multi-character film dives into emotional experiences, resonating with the user's taste for complex narratives found in "In the Company of Men".  