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 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1358:Sling Blade (Genres: Drama; Language: en; Overview: Karl Childers, mentally disabled, released after decades in mental hospital.), Movie 1393:Jerry Maguire (Genres: Comedy, Drama, Romance; Language: en; Overview: Sports agent Jerry Maguire questions ethics, loses job, keeps one client.), Movie 1747:Wag the Dog (Genres: Comedy, Drama; Language: en; Overview: President faces misconduct allegations; adviser stages fake war distraction.), Movie 2000:Lethal Weapon (Genres: Adventure, Action, Comedy, Thriller, Crime; Language: en; Overview: Murtaugh partners with reckless Riggs to solve a homicide case.), Movie 2348:Sid & Nancy (Genres: Drama, Music, Romance; Language: en; Overview: Sex Pistols' U.S. tour strains relationships and fuels addiction.), Movie 2686:The Red Violin (Genres: Drama, Thriller, Mystery, Music, Romance; Language: en; Overview: A violin's 300-year journey of beauty and tragedy unfolds.), Movie 3247:Sister Act (Genres: Music, Comedy; Language: en; Overview: Singer witnesses murder, hidden in nunnery, helps community, gains fame.), Movie 3916:Remember the Titans (Genres: Drama; Language: en; Overview: Coach Yoast and Boone unite to transform a divided team.)
  There are 10 Candidates for recommendation: Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.),, Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.),, Movie 1870:Dancer, Texas Pop. 81 (Genres: Comedy, Drama, Family; Language: en; Overview: Four friends face a life-changing decision: stay or leave.),, Movie 2312:Children of a Lesser God (Genres: Drama, Romance; Language: en; Overview: New teacher loves deaf student; she initially resists his advances.),, Movie 1660:Eve's Bayou (Genres: Drama; Language: en; Overview: In 1962 Louisiana, family secrets and infidelity disrupt innocence.),, Movie 2418:Nothing in Common (Genres: Drama, Comedy, Romance; Language: en; Overview: David Basner's corporate ascent is challenged by his father.),, Movie 2150:The Gods Must Be Crazy (Genres: Action, Comedy; Language: en; Overview: Xixo battles misery from a cola bottle in the Kalahari.),, Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.),, Movie 3311:The Man from Laramie (Genres: Western; Language: en; Overview: Will Lockhart investigates rifle sales, entangling with local ranchers.),, Movie 3840:Pumpkinhead (Genres: Fantasy, Horror; Language: en; Overview: Man summons Pumpkinhead demon for revenge on son's killers.)
  
  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 541 - Reason: This movie combines science fiction, thriller, and drama elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 2: Movie 2312 - Reason: The romantic and dramatic elements resonate with the user's interest in character-driven stories, similar to the emotional depth found in "The Graduate" and "Jerry Maguire."  
  Rank 3: Movie 1870 - Reason: This movie features a coming-of-age story with comedic and dramatic undertones, appealing to the user's appreciation for character relationships and growth.  
  Rank 4: Movie 2150 - Reason: The blend of comedy and action, along with a unique premise, aligns with the user's enjoyment of humorous narratives like "Wag the Dog" and "Jerry Maguire."  
  Rank 5: Movie 3840 - Reason: The horror and fantasy elements provide a darker twist, which could intrigue the user given their interest in intense and dramatic narratives.  
  Rank 6: Movie 2418 - Reason: This film combines drama and romance, appealing to the user's taste for emotional storytelling, similar to "The Graduate" and "Jerry Maguire."  
  Rank 7: Movie 1968 - Reason: The exploration of high school dynamics and the ensemble cast resonates with the user's enjoyment of character-driven stories, similar to "Pretty in Pink."  
  Rank 8: Movie 3311 - Reason: The western genre combined with a strong narrative aligns with the user's appreciation for dramatic storytelling, reflecting themes found in "Remember the Titans."  
  Rank 9: Movie 1660 - Reason: The dramatic elements and focus on family dynamics match the user's interest in emotional depth, similar to "Sling Blade" and "The Shawshank Redemption."  
  Rank 10: Movie 2145 - Reason: The romantic comedy elements and social themes resonate with the user's enjoyment of character-driven narratives, akin to "The Graduate."
rejected: Rank 1: Movie 541 - Reason: This movie combines science fiction, thriller, and drama elements, aligning strongly with the user's preference for complex, thought-provoking stories as seen in their history.  
  Rank 2: Movie 1968 - Reason: The exploration of high school dynamics and the ensemble cast resonates with the user's enjoyment of character-driven stories, similar to "Pretty in Pink."  
  Rank 3: Movie 3840 - Reason: The horror and fantasy elements provide a darker twist, which could intrigue the user given their interest in intense and dramatic narratives.  
  Rank 4: Movie 2150 - Reason: The blend of comedy and action, along with a unique premise, aligns with the user's enjoyment of humorous narratives like "Wag the Dog" and "Jerry Maguire."  
  Rank 5: Movie 1870 - Reason: This movie features a coming-of-age story with comedic and dramatic undertones, appealing to the user's appreciation for character relationships and growth.  
  Rank 6: Movie 2418 - Reason: This film combines drama and romance, appealing to the user's taste for emotional storytelling, similar to "The Graduate" and "Jerry Maguire."  
  Rank 7: Movie 2312 - Reason: The romantic and dramatic elements resonate with the user's interest in character-driven stories, similar to the emotional depth found in "The Graduate" and "Jerry Maguire."  
  Rank 8: Movie 3311 - Reason: The western genre combined with a strong narrative aligns with the user's appreciation for dramatic storytelling, reflecting themes found in "Remember the Titans."  
  Rank 9: Movie 2145 - Reason: The romantic comedy elements and social themes resonate with the user's enjoyment of character-driven narratives, akin to "The Graduate."
  Rank 10: Movie 1660 - Reason: The dramatic elements and focus on family dynamics match the user's interest in emotional depth, similar to "Sling Blade" and "The Shawshank Redemption."  