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 62:Mr. Holland's Opus (Genres: Music, Drama, Family; Language: en; Overview: Musician becomes teacher, inspires students while pursuing his true passion.), Movie 358:Higher Learning (Genres: Romance, Drama, Crime; Language: en; Overview: Malik, an athlete, learns from Fudge about race and politics.), Movie 529:Searching for Bobby Fischer (Genres: Drama; Language: en; Overview: Prepubescent chess prodigy resists hardening to emulate Bobby Fischer.), Movie 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.), Movie 1120:The People vs. Larry Flynt (Genres: Drama; Language: en; Overview: Larry Flynt fights for free speech while publishing Hustler magazine.), Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 2106:Swing Kids (Genres: Music, Drama; Language: en; Overview: Kids in Nazi Germany face tough choices through forbidden music.), Movie 2329:American History X (Genres: Drama; Language: en; Overview: Derek Vineyard reforms after prison, guiding brother away from violence.), Movie 2774:Better Than Chocolate (Genres: Drama, Romance; Language: en; Overview: Maggie's new roommates complicate her relationship with a woman.)
  There are 10 Candidates for recommendation: Movie 3176:The Talented Mr. Ripley (Genres: Thriller, Crime, Drama; Language: en; Overview: Tom Ripley schemes to assume another's life through deception.),, Movie 1685:I Love You, I Love You Not (Genres: Drama, Family, Romance; Language: en; Overview: Student and grandmother exchange poignant stories from their lives.),, Movie 3822:The Girl on the Bridge (Genres: Drama, Comedy, Romance; Language: fr; Overview: Girl meets knife thrower, follows him to perform by Mediterranean.), Movie 2990:Licence to Kill (Genres: Adventure, Action, Thriller; Language: en; Overview: Bond seeks revenge after Sanchez escapes and attacks Felix.),, Movie 3359:Breaking Away (Genres: Drama, Comedy; Language: en; Overview: Dave graduates high school, dreams of racing bikes, embraces Italian culture.),, Movie 2460:The Texas Chainsaw Massacre 2 (Genres: Horror; Language: en; Overview: Radio host targeted by cannibal family; ex-Marshall pursues them.),, Movie 116:Anne Frank Remembered (Genres: Documentary, Drama, Foreign; Language: en; Overview: Documentary reveals Anne Frank's life using archival material and interviews.),, Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.),, Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.),, Movie 3098:The Natural (Genres: Drama; Language: en; Overview: Roy Hobbs revives a failing baseball team with magical abilities.),
  
  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 3822 - Reason: This film combines drama, comedy, and romance, which aligns well with the user's appreciation for emotionally engaging narratives, as seen in their history with films like "Better Than Chocolate" and "Mr. Holland's Opus."
  
  Rank 2: Movie 3098 - Reason: The themes of personal redemption and overcoming challenges resonate with the user's interest in dramatic stories, similar to "Good Will Hunting" and "American History X."
  
  Rank 3: Movie 2460 - Reason: Although it's a horror film, it offers a gripping narrative and psychological tension, which could appeal to the user's taste for intense storytelling found in "Trainspotting."
  
  Rank 4: Movie 541 - Reason: This movie features complex characters and a dystopian setting, attracting users who enjoy thought-provoking sci-fi narratives, akin to "The Truman Show."
  
  Rank 5: Movie 2501 - Reason: The familial and aspirational themes in this film match the user's interests in uplifting stories about overcoming adversity, similar to "Mr. Holland's Opus" and "Good Will Hunting."
  
  Rank 6: Movie 2990 - Reason: The action and revenge themes in this Bond film might connect with the user's appreciation for thrilling narratives, as seen in "Trainspotting" and "American History X."
  
  Rank 7: Movie 3176 - Reason: The psychological and dramatic elements of deception and identity in this film align with the user's interest in complex character studies, as reflected in "Searching for Bobby Fischer."
  
  Rank 8: Movie 3359 - Reason: This coming-of-age story with comedic elements connects with the user's enjoyment of light-hearted yet meaningful narratives, similar to "Swing Kids."
  
  Rank 9: Movie 1685 - Reason: The emotional depth and intergenerational storytelling resonate with the user's appreciation for family dynamics and poignant narratives, as seen in "Better Than Chocolate."
  
  Rank 10: Movie 116 - Reason: The documentary format and historical perspective align with the user's interest in real-life stories and emotional journeys, similar to the thematic depth of "The People vs. Larry Flynt."
rejected: Rank 1: Movie 2501 - Reason: The familial and aspirational themes in this film match the user's interests in uplifting stories about overcoming adversity, similar to "Mr. Holland's Opus" and "Good Will Hunting."
  Rank 2: Movie 2460 - Reason: Although it's a horror film, it offers a gripping narrative and psychological tension, which could appeal to the user's taste for intense storytelling found in "Trainspotting."
  Rank 3: Movie 3098 - Reason: The themes of personal redemption and overcoming challenges resonate with the user's interest in dramatic stories, similar to "Good Will Hunting" and "American History X."
  Rank 4: Movie 2990 - Reason: The action and revenge themes in this Bond film might connect with the user's appreciation for thrilling narratives, as seen in "Trainspotting" and "American History X."
  Rank 5: Movie 541 - Reason: This movie features complex characters and a dystopian setting, attracting users who enjoy thought-provoking sci-fi narratives, akin to "The Truman Show."
  Rank 6: Movie 3359 - Reason: This coming-of-age story with comedic elements connects with the user's enjoyment of light-hearted yet meaningful narratives, similar to "Swing Kids."
  Rank 7: Movie 1685 - Reason: The emotional depth and intergenerational storytelling resonate with the user's appreciation for family dynamics and poignant narratives, as seen in "Better Than Chocolate."
  Rank 8: Movie 3176 - Reason: The psychological and dramatic elements of deception and identity in this film align with the user's interest in complex character studies, as reflected in "Searching for Bobby Fischer."
  Rank 9: Movie 3822 - Reason: This film combines drama, comedy, and romance, which aligns well with the user's appreciation for emotionally engaging narratives, as seen in their history with films like "Better Than Chocolate" and "Mr. Holland's Opus."
  Rank 10: Movie 116 - Reason: The documentary format and historical perspective align with the user's interest in real-life stories and emotional journeys, similar to the thematic depth of "The People vs. Larry Flynt."