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 308:Three Colors: White (Genres: Comedy, Drama, Mystery; Language: fr; Overview: Karol loses marriage, job, and country; seeks return to Poland.), Movie 452:Widows' Peak (Genres: Comedy, Thriller, Mystery, Romance, Foreign; Language: en; Overview: Edwina's arrival sparks scandal in widow-populated Irish town.), Movie 482:Killing Zoe (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Vault-cracker Zed's robbery plan spirals into chaos and violence.), Movie 529:Searching for Bobby Fischer (Genres: Drama; Language: en; Overview: Prepubescent chess prodigy resists hardening to emulate Bobby Fischer.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 1944:From Here to Eternity (Genres: War, Drama, Romance; Language: en; Overview: Hawaii 1941: Private punished, captain's wife and second fall in love.), Movie 3201:Five Easy Pieces (Genres: Drama; Language: en; Overview: Upper-class dropout works on oil rigs, navigating bars and motels.), Movie 3733:The Paper Chase (Genres: Comedy, Drama, Romance; Language: en; Overview: First-year law student juggles coursework and relationship with professor's daughter.), Movie 3814:Love and Death (Genres: History, Comedy; Language: en; Overview: Cowardly serf becomes hero in humorous Russian literature parody.), Movie 3925:Stranger Than Paradise (Genres: Comedy, Drama; Language: en; Overview: Hungarian émigrés Willie and Eddie navigate life with cousin Eva.)
  There are 10 Candidates for recommendation: Movie 3522:Sacco & Vanzetti (Genres: Crime, Drama, History; Language: en; Overview: Two anarchists wrongfully tried for murder due to political beliefs.), Movie 2053:Honey I Blew Up the Kid (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Wayne Szalinski's growth machine accidentally zaps his son and bunny.),, Movie 3229:Another Man's Poison (Genres: Crime, Drama, Thriller; Language: en; Overview: Novelist poisons estranged husband; complications arise with unexpected visitors.),, Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.),, Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.),, Movie 1913:Picnic at Hanging Rock (Genres: Thriller, Drama, Mystery; Language: en; Overview: Girls vanish mysteriously during a picnic at Hanging Rock.),, Movie 334:Vanya on 42nd Street (Genres: Drama, Romance; Language: en; Overview: Uninterrupted "Uncle Vanya" rehearsal in rundown theater, minimal props.),, Movie 2821:Male and Female (Genres: Adventure, Drama; Language: en; Overview: Gloria Swanson learns humility after shipwreck with her butler.),, Movie 988:Grace of My Heart (Genres: Drama, Comedy, Music; Language: en; Overview: Denise sacrifices her career, writes hits, ultimately records her own.),, Movie 1834:The Spanish Prisoner (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Employee tempted to betray corporation's secret process; deeper motivations involved.),
  
  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 3522 - Reason: The themes of political struggle and wrongful persecution resonate with the user's interest in complex narratives like those in "Pi" and "Searching for Bobby Fischer."
  
  Rank 2: Movie 597 - Reason: This romantic comedy offers a blend of humor and emotional depth, appealing to the user's enjoyment of character-driven stories seen in "The Paper Chase" and "Love and Death."
  
  Rank 3: Movie 1952 - Reason: The gritty, dramatic exploration of survival in an urban setting matches the user's taste for intense dramas like "Killing Zoe" and "Stranger Than Paradise."
  
  Rank 4: Movie 2821 - Reason: The character development through adversity aligns with the user's appreciation for dramatic arcs, similar to "Five Easy Pieces."
  
  Rank 5: Movie 1913 - Reason: The mysterious disappearance theme parallels the user's interest in suspenseful narratives like "Pi" and "Widows' Peak."
  
  Rank 6: Movie 988 - Reason: The combination of personal sacrifice and musical aspirations connects with the user's preference for character-centric dramas, mirroring elements from "Searching for Bobby Fischer."
  
  Rank 7: Movie 3229 - Reason: The crime and thriller elements resonate with the user's history of enjoying complex narratives, as seen in "Killing Zoe" and "The Spanish Prisoner."
  
  Rank 8: Movie 2053 - Reason: This family-friendly adventure adds a comedic touch that aligns with the user’s enjoyment of lighthearted films like "Love and Death."
  
  Rank 9: Movie 1834 - Reason: The intricate plot involving betrayal and corporate secrets appeals to the user's taste for intelligent thrillers, reminiscent of "Pi" and "Midnight Cowboy."
  
  Rank 10: Movie 334 - Reason: The focus on interpersonal relationships and dramatic tension fits well with the user’s interest in character studies like "The Paper Chase."
rejected: Rank 1: Movie 1834 - Reason: The intricate plot involving betrayal and corporate secrets appeals to the user's taste for intelligent thrillers, reminiscent of "Pi" and "Midnight Cowboy."
  Rank 2: Movie 597 - Reason: This romantic comedy offers a blend of humor and emotional depth, appealing to the user's enjoyment of character-driven stories seen in "The Paper Chase" and "Love and Death."
  Rank 3: Movie 3522 - Reason: The themes of political struggle and wrongful persecution resonate with the user's interest in complex narratives like those in "Pi" and "Searching for Bobby Fischer."
  Rank 4: Movie 2821 - Reason: The character development through adversity aligns with the user's appreciation for dramatic arcs, similar to "Five Easy Pieces."
  Rank 5: Movie 1952 - Reason: The gritty, dramatic exploration of survival in an urban setting matches the user's taste for intense dramas like "Killing Zoe" and "Stranger Than Paradise."
  Rank 6: Movie 334 - Reason: The focus on interpersonal relationships and dramatic tension fits well with the user’s interest in character studies like "The Paper Chase."
  Rank 7: Movie 2053 - Reason: This family-friendly adventure adds a comedic touch that aligns with the user’s enjoyment of lighthearted films like "Love and Death."
  Rank 8: Movie 988 - Reason: The combination of personal sacrifice and musical aspirations connects with the user's preference for character-centric dramas, mirroring elements from "Searching for Bobby Fischer."
  Rank 9: Movie 1913 - Reason: The mysterious disappearance theme parallels the user's interest in suspenseful narratives like "Pi" and "Widows' Peak."
  Rank 10: Movie 3229 - Reason: The crime and thriller elements resonate with the user's history of enjoying complex narratives, as seen in "Killing Zoe" and "The Spanish Prisoner."