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 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.), Movie 1150:The Return of Martin Guerre (Genres: Mystery, Crime, Drama, History, Romance; Language: fr; Overview: Martin Guerre returns home; identity questioned despite his knowledge.), Movie 1197:The Princess Bride (Genres: Adventure, Family, Fantasy, Comedy, Romance; Language: en; Overview: Princess Buttercup and Westley face challenges for true love's triumph.), Movie 1358:Sling Blade (Genres: Drama; Language: en; Overview: Karl Childers, mentally disabled, released after decades in mental hospital.), Movie 1913:Picnic at Hanging Rock (Genres: Thriller, Drama, Mystery; Language: en; Overview: Girls vanish mysteriously during a picnic at Hanging Rock.), Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.), Movie 2064:Roger & Me (Genres: Documentary, History; Language: en; Overview: Documentary on Flint GM plant closure, job loss, and interviews.), Movie 2830:Cabaret Balkan (Genres: Drama; Language: sr; Overview: Mid-nineties Belgrade: interconnected stories explore brutality, violence, accountability.), Movie 3783:Croupier (Genres: Drama, Thriller; Language: en; Overview: Aspiring writer becomes croupier, struggles with gambling's consequences on life.)
  There are 10 Candidates for recommendation: Movie 3275:The Boondock Saints (Genres: Action, Thriller, Crime; Language: en; Overview: Twin brothers combat Boston's criminals through God-inspired vigilante justice.),, Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.),, Movie 2095:The Shaggy D.A. (Genres: Comedy, Family; Language: en; Overview: Lawyer transforms into sheepdog, hides secret, evades dog catcher.),, Movie 1169:American Dream (Genres: Documentary; Language: en; Overview: 1985-86 Hormel strike: union conflict, wage cuts, media campaign, consequences.),, Movie 3902:Goya in Bordeaux (Genres: Drama, War; Language: en; Overview: Goya, deaf artist, reflects on life while in exile.), Movie 2932:Days of Heaven (Genres: Drama, Romance; Language: en; Overview: Steel worker flees, faces love triangle, locusts, and fire.),, Movie 3019:Drugstore Cowboy (Genres: Crime, Drama; Language: en; Overview: Gus Van Sant depicts heroin addicts' lives in Drugstore Cowboy.),, Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.),, Movie 679:The Run of the Country (Genres: Drama, Romance; Language: en; Overview: Irish boy escapes oppressive father, falls for wealthy girl.),, Movie 547:Surviving the Game (Genres: Action, Adventure, Thriller, Crime; Language: en; Overview: Mason leads hunters, discovers they're actually hunting him instead.),
  
  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 3019 - Reason: This movie explores the struggles of addiction and crime, aligning with the user's interest in complex drama narratives as seen in "Sling Blade" and "The Return of Martin Guerre."  
  Rank 2: Movie 527 - Reason: The historical drama about WWII reflects the user's appreciation for serious, dramatic storytelling like "The French Connection" and "Picnic at Hanging Rock."  
  Rank 3: Movie 547 - Reason: The thrilling premise of being hunted resonates with the user's taste for suspense and action found in "Blade Runner" and "Croupier."  
  Rank 4: Movie 3902 - Reason: This film's exploration of the artist's reflective journey aligns with the user's interest in deep character studies as seen in "Sling Blade" and "The Return of Martin Guerre."  
  Rank 5: Movie 2932 - Reason: The romantic and dramatic elements in a historical setting match the user's preference for layered narratives, similar to "The Princess Bride" and "The Return of Martin Guerre."  
  Rank 6: Movie 679 - Reason: This coming-of-age story with romantic undertones resonates with the user's appreciation for personal journeys as reflected in "The Princess Bride."  
  Rank 7: Movie 2095 - Reason: The comedic and family-friendly aspects align with the user's enjoyment of light-hearted narratives like "A Fish Called Wanda."  
  Rank 8: Movie 1169 - Reason: This documentary's focus on social issues connects with the user's interest in real-life stories, similar to "Roger & Me."  
  Rank 9: Movie 3275 - Reason: The action-packed vigilante justice theme aligns with the user's taste for crime and thriller elements as seen in "The French Connection."  
  Rank 10: Movie 1247 - Reason: The dramatic exploration of love and relationships resonates with the user's interest in complex character dynamics, similar to "A Fish Called Wanda" and "The Princess Bride."
rejected: Rank 1: Movie 1247 - Reason: The dramatic exploration of love and relationships resonates with the user's interest in complex character dynamics, similar to "A Fish Called Wanda" and "The Princess Bride."
  Rank 2: Movie 547 - Reason: The thrilling premise of being hunted resonates with the user's taste for suspense and action found in "Blade Runner" and "Croupier."  
  Rank 3: Movie 3275 - Reason: The action-packed vigilante justice theme aligns with the user's taste for crime and thriller elements as seen in "The French Connection."  
  Rank 4: Movie 3902 - Reason: This film's exploration of the artist's reflective journey aligns with the user's interest in deep character studies as seen in "Sling Blade" and "The Return of Martin Guerre."  
  Rank 5: Movie 2932 - Reason: The romantic and dramatic elements in a historical setting match the user's preference for layered narratives, similar to "The Princess Bride" and "The Return of Martin Guerre."  
  Rank 6: Movie 679 - Reason: This coming-of-age story with romantic undertones resonates with the user's appreciation for personal journeys as reflected in "The Princess Bride."  
  Rank 7: Movie 2095 - Reason: The comedic and family-friendly aspects align with the user's enjoyment of light-hearted narratives like "A Fish Called Wanda."  
  Rank 8: Movie 1169 - Reason: This documentary's focus on social issues connects with the user's interest in real-life stories, similar to "Roger & Me."  
  Rank 9: Movie 3019 - Reason: This movie explores the struggles of addiction and crime, aligning with the user's interest in complex drama narratives as seen in "Sling Blade" and "The Return of Martin Guerre."  
  Rank 10: Movie 527 - Reason: The historical drama about WWII reflects the user's appreciation for serious, dramatic storytelling like "The French Connection" and "Picnic at Hanging Rock."  