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 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.), Movie 779:Til There Was You (Genres: Comedy, Romance; Language: en; Overview: Two strangers meet after twenty years, falling in love instantly.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1940:Gentleman's Agreement (Genres: Drama, Romance; Language: en; Overview: Writer pretends to be Jewish to reveal anti-Semitism issues.), Movie 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.), Movie 1957:Chariots of Fire (Genres: Drama, History; Language: en; Overview: British athletes' journey to the 1924 Summer Olympics depicted.), Movie 3358:Defending Your Life (Genres: Fantasy, Drama, Comedy; Language: en; Overview: In an afterlife, people prove worth by demonstrating courage in court.), Movie 3360:Hoosiers (Genres: Drama, Family; Language: en; Overview: 1954 Hickory Huskers, coached by Norman Dale, defy expectations in basketball.), Movie 3422:She's Gotta Have It (Genres: Comedy, Romance; Language: en; Overview: Nola juggles three relationships, resisting commitment to any man.), Movie 3897:Almost Famous (Genres: Drama, Music; Language: en; Overview: Coming-of-age film about a teen journalist touring with a band.)
  There are 10 Candidates for recommendation: Movie 529:Searching for Bobby Fischer (Genres: Drama; Language: en; Overview: Prepubescent chess prodigy resists hardening to emulate Bobby Fischer.),, Movie 951:His Girl Friday (Genres: Comedy, Drama; Language: en; Overview: Hildy announces engagement; Walter sabotages fiancé to win her back.),, Movie 2019:Seven Samurai (Genres: Action, Drama; Language: ja; Overview: Samurai protects village from bandits, teaches defense, battles ensue.),, Movie 3020:Falling Down (Genres: Crime, Drama, Thriller; Language: en; Overview: Frustrated father’s breakdown leads to violent outbursts against society.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.),, Movie 1651:Telling Lies In America (Genres: Music, Drama; Language: de; Overview: Karchy learns self-acceptance after lying to impress Billy Magic.),, Movie 2291:Edward Scissorhands (Genres: Fantasy, Drama, Romance; Language: en; Overview: A castaway science experiment named Edward visits a suburban town.),, Movie 1246:Dead Poets Society (Genres: Drama; Language: en; Overview: Teacher inspires students to rebel against convention at boarding school.),, Movie 1810:Primary Colors (Genres: Comedy, Drama; Language: en; Overview: Henry Burton manages Jack Stanton's presidential campaign amid personal challenges.),, Movie 2007:Polish Wedding (Genres: Comedy, Drama; Language: en; Overview: Polish family dynamics involve affairs, pregnancy, and marital pressures.),
  
  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 2007 - Reason: This film blends comedy and drama, similar to the user's enjoyment of character-driven stories like "The Graduate" and "Gentleman's Agreement".
  
  Rank 2: Movie 951 - Reason: The fast-paced dialogue and romantic tension reflect the user's appreciation for witty, dramatic narratives as seen in "She's Gotta Have It" and "Til There Was You".
  
  Rank 3: Movie 2019 - Reason: The action and strong character development resonate with the user's interest in intense and dramatic plots like "The Silence of the Lambs" and "On the Waterfront".
  
  Rank 4: Movie 529 - Reason: The coming-of-age theme and personal struggle align with the user's preference for emotionally rich dramas like "Almost Famous" and "Dead Poets Society".
  
  Rank 5: Movie 1651 - Reason: The exploration of identity and self-acceptance mirrors the user's interest in character-driven narratives, as seen in "The Graduate" and "Chariots of Fire".
  
  Rank 6: Movie 1223 - Reason: The blend of adventure and comedy appeals to the user's enjoyment of light-hearted yet imaginative stories, akin to "Defending Your Life".
  
  Rank 7: Movie 2291 - Reason: The fantasy elements mixed with drama and romance capture the user's liking for unique character stories, similar to "She's Gotta Have It".
  
  Rank 8: Movie 3020 - Reason: The crime and thriller aspects resonate with the user's appreciation for intense narratives like "The Silence of the Lambs" and "On the Waterfront".
  
  Rank 9: Movie 1246 - Reason: The inspirational teacher theme connects with the user's preference for thought-provoking dramas, as seen in "Dead Poets Society".
  
  Rank 10: Movie 1810 - Reason: The political and personal drama reflects the user's interest in complex character interactions, similar to "Gentleman's Agreement".
rejected: Rank 1: Movie 1651 - Reason: The exploration of identity and self-acceptance mirrors the user's interest in character-driven narratives, as seen in "The Graduate" and "Chariots of Fire".
  Rank 2: Movie 2007 - Reason: This film blends comedy and drama, similar to the user's enjoyment of character-driven stories like "The Graduate" and "Gentleman's Agreement".
  Rank 3: Movie 529 - Reason: The coming-of-age theme and personal struggle align with the user's preference for emotionally rich dramas like "Almost Famous" and "Dead Poets Society".
  Rank 4: Movie 2291 - Reason: The fantasy elements mixed with drama and romance capture the user's liking for unique character stories, similar to "She's Gotta Have It".
  Rank 5: Movie 1246 - Reason: The inspirational teacher theme connects with the user's preference for thought-provoking dramas, as seen in "Dead Poets Society".
  Rank 6: Movie 3020 - Reason: The crime and thriller aspects resonate with the user's appreciation for intense narratives like "The Silence of the Lambs" and "On the Waterfront".
  Rank 7: Movie 2019 - Reason: The action and strong character development resonate with the user's interest in intense and dramatic plots like "The Silence of the Lambs" and "On the Waterfront".
  Rank 8: Movie 1810 - Reason: The political and personal drama reflects the user's interest in complex character interactions, similar to "Gentleman's Agreement".
  Rank 9: Movie 951 - Reason: The fast-paced dialogue and romantic tension reflect the user's appreciation for witty, dramatic narratives as seen in "She's Gotta Have It" and "Til There Was You".
  Rank 10: Movie 1223 - Reason: The blend of adventure and comedy appeals to the user's enjoyment of light-hearted yet imaginative stories, akin to "Defending Your Life".