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 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 524:Rudy (Genres: Drama; Language: en; Overview: Rudy, small and unskilled, dreams of playing football at Notre Dame.), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 648:Mission: Impossible (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt must find mole to clear his name.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 2329:American History X (Genres: Drama; Language: en; Overview: Derek Vineyard reforms after prison, guiding brother away from violence.), Movie 2918:Ferris Bueller's Day Off (Genres: Comedy; Language: en; Overview: Ferris Bueller skips school in Chicago with friends and girlfriend.), Movie 3148:The Cider House Rules (Genres: Drama; Language: en; Overview: Orphan Homer becomes a skilled physician, seeking his own path.), Movie 3255:A League of Their Own (Genres: Comedy; Language: en; Overview: Sisters join women’s baseball league, facing challenges and triumphs together.), Movie 3301:The Whole Nine Yards (Genres: Comedy, Crime; Language: en; Overview: Mobster in witness protection faces neighbors seeking criminal involvement again.)
  There are 10 Candidates for recommendation: Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.),, Movie 532:Serial Mom (Genres: Comedy, Crime, Horror, Thriller; Language: en; Overview: Mom harasses neighbor; family's secrets lead to escalating violence.),, Movie 3662:Puppet Master III Toulon's Revenge (Genres: Horror; Language: en; Overview: Nazi regime seeks resurrection drug; Toulin seeks revenge after tragedy.), Movie 2972:Red Sorghum (Genres: Drama, War; Language: zh; Overview: Leper dies; wife and lover establish community, resist invaders.),, Movie 356:Forrest Gump (Genres: Comedy, Drama, Romance; Language: en; Overview: Forrest Gump: determination and love triumph over challenges and limitations.),, Movie 368:Maverick (Genres: Action, Adventure, Comedy, Drama, Western; Language: en; Overview: Maverick partners with a woman gambler to enter poker game.),, Movie 310:Rent-a-Kid (Genres: Comedy, Family, TV Movie; Language: en; Overview: Harry rents babies from an orphanage to local families.),, Movie 2012:Back to the Future Part III (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc face challenges in the Wild West, 1885.),, Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.),, Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.),
  
  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 3662 - Reason: This horror movie explores themes of revenge and tragedy, which can resonate with the dramatic elements found in the user's preferred films like "The Shawshank Redemption" and "American History X."  
  Rank 2: Movie 310 - Reason: This family comedy involves lighthearted themes of unconventional family connections, appealing to the user's enjoyment of comedic narratives as seen in "Ferris Bueller's Day Off."  
  Rank 3: Movie 356 - Reason: The blending of comedy and drama in this film aligns with the user's taste for deep, character-driven stories like "Good Will Hunting" and "Rudy."  
  Rank 4: Movie 2908 - Reason: This film addresses themes of identity and personal struggle, which parallels the emotional depth found in the user's history with movies like "American History X."  
  Rank 5: Movie 2972 - Reason: This war drama's focus on resilience and community mirrors the profound themes present in the user's favored films, particularly in "The Shawshank Redemption."  
  Rank 6: Movie 3114 - Reason: The animated adventure combines humor and heartfelt moments, which aligns well with the user's appreciation for family-friendly films like "A League of Their Own."  
  Rank 7: Movie 527 - Reason: This historical drama's intense exploration of moral dilemmas resonates with the user's preference for impactful storytelling, similar to "The Silence of the Lambs."  
  Rank 8: Movie 368 - Reason: The adventurous and comedic elements in this film are reminiscent of the user's enjoyment of action-packed narratives like "Mission: Impossible."  
  Rank 9: Movie 2012 - Reason: This time-travel adventure combines humor and family themes, appealing to the user's interests in light-hearted yet engaging stories like "Ferris Bueller's Day Off."  
  Rank 10: Movie 532 - Reason: This dark comedy blends crime and horror, which may appeal to the user's taste for unique and unconventional narratives, similar to "The Whole Nine Yards."
rejected: Rank 1: Movie 3662 - Reason: This horror movie explores themes of revenge and tragedy, which can resonate with the dramatic elements found in the user's preferred films like "The Shawshank Redemption" and "American History X."  
  Rank 2: Movie 368 - Reason: The adventurous and comedic elements in this film are reminiscent of the user's enjoyment of action-packed narratives like "Mission: Impossible."  
  Rank 3: Movie 2012 - Reason: This time-travel adventure combines humor and family themes, appealing to the user's interests in light-hearted yet engaging stories like "Ferris Bueller's Day Off."  
  Rank 4: Movie 532 - Reason: This dark comedy blends crime and horror, which may appeal to the user's taste for unique and unconventional narratives, similar to "The Whole Nine Yards."
  Rank 5: Movie 2908 - Reason: This film addresses themes of identity and personal struggle, which parallels the emotional depth found in the user's history with movies like "American History X."  
  Rank 6: Movie 356 - Reason: The blending of comedy and drama in this film aligns with the user's taste for deep, character-driven stories like "Good Will Hunting" and "Rudy."  
  Rank 7: Movie 527 - Reason: This historical drama's intense exploration of moral dilemmas resonates with the user's preference for impactful storytelling, similar to "The Silence of the Lambs."  
  Rank 8: Movie 2972 - Reason: This war drama's focus on resilience and community mirrors the profound themes present in the user's favored films, particularly in "The Shawshank Redemption."  
  Rank 9: Movie 3114 - Reason: The animated adventure combines humor and heartfelt moments, which aligns well with the user's appreciation for family-friendly films like "A League of Their Own."  
  Rank 10: Movie 310 - Reason: This family comedy involves lighthearted themes of unconventional family connections, appealing to the user's enjoyment of comedic narratives as seen in "Ferris Bueller's Day Off."  