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 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 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.), Movie 1258:The Shining (Genres: Horror, Thriller; Language: en; Overview: Jack Torrance takes a winter caretaker job, facing unseen madness.), Movie 1449:Waiting for Guffman (Genres: Music, Comedy; Language: en; Overview: Corky St. Clair stages a Broadway-style anniversary celebration in Blaine.), Movie 1663:Stripes (Genres: Action, Comedy; Language: en; Overview: John Winger, a slacker, impulsively joins the Army after losing everything.), Movie 2000:Lethal Weapon (Genres: Adventure, Action, Comedy, Thriller, Crime; Language: en; Overview: Murtaugh partners with reckless Riggs to solve a homicide case.), Movie 2194:The Untouchables (Genres: Crime, Drama, History, Thriller; Language: en; Overview: Elliot Ness teams with Malone to battle corrupt Al Capone.), Movie 2533:Escape from the Planet of the Apes (Genres: Action, Science Fiction; Language: en; Overview: Two talking chimpanzees arrive; society celebrates, one man fears.), Movie 2710:The Blair Witch Project (Genres: Horror, Mystery; Language: en; Overview: Three student filmmakers disappeared in 1994; footage found a year later.), Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.)
  There are 10 Candidates for recommendation: Movie 1002:Ed's Next Move (Genres: ; Language: en; Overview: Ed moves to NYC post-breakup, seeking love and friendship.),, Movie 1752:Hard Rain (Genres: Thriller; Language: en; Overview: Armored car driver evades thieves amid devastating flood chaos.),, Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.),, Movie 3491:My Chauffeur (Genres: Comedy, Romance; Language: en; Overview: Young woman becomes chauffeur, challenging male coworkers and skeptical customers.), Movie 2783:The Tomb of Ligeia (Genres: Horror, Drama; Language: en; Overview: Man haunted by deceased wife's spirit affects his second marriage.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 2019:Seven Samurai (Genres: Action, Drama; Language: ja; Overview: Samurai protects village from bandits, teaches defense, battles ensue.),, Movie 496:What Happened Was... (Genres: Thriller, Comedy, Drama, Romance; Language: en; Overview: Jackie and Michael, coworkers, meet for dinner at Jackie's.),, Movie 3019:Drugstore Cowboy (Genres: Crime, Drama; Language: en; Overview: Gus Van Sant depicts heroin addicts' lives in Drugstore Cowboy.),, Movie 3210:Fast Times at Ridgemont High (Genres: Comedy; Language: en; Overview: High school love and adventures in Southern California, featuring surfers.),
  
  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 lives of heroin addicts, providing a gritty and dramatic narrative that resonates with the user's appreciation for intense and character-driven stories, as seen in "Apocalypse Now" and "The Shining."
  
  Rank 2: Movie 1002 - Reason: The theme of seeking love and friendship in a post-breakup scenario aligns with the user's interest in romantic and comedic elements, similar to those found in "The Princess Bride."
  
  Rank 3: Movie 2019 - Reason: This film's action-packed narrative and strong character development match the user's enjoyment of adventurous and dramatic storytelling, reminiscent of "Lethal Weapon" and "The Untouchables."
  
  Rank 4: Movie 1250 - Reason: The historical drama and wartime themes in this movie connect with the user's affinity for serious narratives, similar to "Apocalypse Now" and "The Untouchables."
  
  Rank 5: Movie 1270 - Reason: The combination of adventure, comedy, and family elements mirrors the user's fondness for light-hearted yet engaging stories like "The Princess Bride."
  
  Rank 6: Movie 1752 - Reason: This thriller's intense scenarios and chaotic environment resonate with the user's enjoyment of suspenseful narratives, akin to "The Shining" and "The Blair Witch Project."
  
  Rank 7: Movie 3210 - Reason: The high school setting and comedic elements align well with the user's interest in youthful adventures, similar to "American Graffiti" and "Waiting for Guffman."
  
  Rank 8: Movie 496 - Reason: The blend of thriller, comedy, and romance creates a nuanced narrative that appeals to the user's taste for complex storytelling, like "Waiting for Guffman" and "The Princess Bride."
  
  Rank 9: Movie 2783 - Reason: This horror-drama explores themes of loss and haunting, which aligns with the user's appreciation for psychological depth found in films like "The Shining."
  
  Rank 10: Movie 3491 - Reason: The comedic and romantic elements in this film resonate with the user's enjoyment of light-hearted narratives, similar to "Waiting for Guffman" and "The Princess Bride."
rejected: Rank 1: Movie 2783 - Reason: This horror-drama explores themes of loss and haunting, which aligns with the user's appreciation for psychological depth found in films like "The Shining."
  Rank 2: Movie 1250 - Reason: The historical drama and wartime themes in this movie connect with the user's affinity for serious narratives, similar to "Apocalypse Now" and "The Untouchables."
  Rank 3: Movie 3491 - Reason: The comedic and romantic elements in this film resonate with the user's enjoyment of light-hearted narratives, similar to "Waiting for Guffman" and "The Princess Bride."
  Rank 4: Movie 3210 - Reason: The high school setting and comedic elements align well with the user's interest in youthful adventures, similar to "American Graffiti" and "Waiting for Guffman."
  Rank 5: Movie 2019 - Reason: This film's action-packed narrative and strong character development match the user's enjoyment of adventurous and dramatic storytelling, reminiscent of "Lethal Weapon" and "The Untouchables."
  Rank 6: Movie 1270 - Reason: The combination of adventure, comedy, and family elements mirrors the user's fondness for light-hearted yet engaging stories like "The Princess Bride."
  Rank 7: Movie 1002 - Reason: The theme of seeking love and friendship in a post-breakup scenario aligns with the user's interest in romantic and comedic elements, similar to those found in "The Princess Bride."
  Rank 8: Movie 1752 - Reason: This thriller's intense scenarios and chaotic environment resonate with the user's enjoyment of suspenseful narratives, akin to "The Shining" and "The Blair Witch Project."
  Rank 9: Movie 3019 - Reason: This movie explores the lives of heroin addicts, providing a gritty and dramatic narrative that resonates with the user's appreciation for intense and character-driven stories, as seen in "Apocalypse Now" and "The Shining."
  Rank 10: Movie 496 - Reason: The blend of thriller, comedy, and romance creates a nuanced narrative that appeals to the user's taste for complex storytelling, like "Waiting for Guffman" and "The Princess Bride."