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 29:The City of Lost Children (Genres: Fantasy, Science Fiction, Adventure; Language: fr; Overview: Scientist kidnaps children for dreams, seeking to slow aging.), Movie 562:Welcome to the Dollhouse (Genres: Comedy, Drama; Language: en; Overview: Seventh grader faces bullying and neglect in suburban family life.), Movie 1046:Beautiful Thing (Genres: Comedy, Drama, Romance; Language: en; Overview: Two boys in Thamesmead explore their emerging homosexuality together.), Movie 1517:Austin Powers: International Man of Mystery (Genres: Science Fiction, Comedy, Crime; Language: en; Overview: Austin Powers, '60s spy, battles Dr. Evil with Vanessa's help.), Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.), Movie 2337:Velvet Goldmine (Genres: Drama, Music; Language: en; Overview: Journalist investigates glam-rock star Brian Slade's mysterious disappearance.), Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.), Movie 3267:El Mariachi (Genres: Action, Crime, Thriller; Language: es; Overview: El Mariachi is mistaken for a killer in dangerous town.)
  There are 10 Candidates for recommendation: Movie 3718:American Pimp (Genres: Documentary; Language: en; Overview: African-American pimps discuss their lives, rules, and money-focused work.), Movie 714:Dead Man (Genres: Drama, Fantasy, Western; Language: en; Overview: Accountant William Blake, on the run, meets spiritual guide Nobody.),, Movie 1535:Love! Valour! Compassion! (Genres: Drama; Language: de; Overview: Gregory hosts seven friends for a summer in secluded home.),, Movie 1690:Alien: Resurrection (Genres: Science Fiction, Horror, Action; Language: en; Overview: Scientists clone Ripley; new aliens emerge, threatening Earth’s safety.),, Movie 1081:Victor/Victoria (Genres: Comedy, Music, Romance; Language: en; Overview: Soprano impersonates male, complicating her personal life and career.),, Movie 32:Twelve Monkeys (Genres: Science Fiction, Thriller, Mystery; Language: en; Overview: James Cole time travels to uncover a deadly virus's origin.),, Movie 1401:Ghosts of Mississippi (Genres: History, Drama; Language: en; Overview: Drama about Medgar Evers' assassination and trial for justice.),, Movie 321:Strawberry and Chocolate (Genres: Comedy, Drama; Language: es; Overview: Gay artist and straight communist develop friendship amidst Cuba's oppression.),, Movie 743:Spy Hard (Genres: Action, Comedy; Language: en; Overview: Agent WD-40 and KGB agent fight Gen. Rancor's world domination.),, Movie 2411:Rocky IV (Genres: Drama; Language: en; Overview: Rocky returns to fight Drago for revenge and redemption.),
  
  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 3718 - Reason: This documentary provides an unfiltered look into a unique subculture, appealing to the user's interest in diverse storytelling as seen in "Being John Malkovich".  
  Rank 2: Movie 2411 - Reason: The themes of redemption and personal struggle resonate with the user's appreciation for dramatic narratives like "Howards End".  
  Rank 3: Movie 1535 - Reason: This film explores deep friendships and emotional connections, aligning well with the user's interest in character-driven dramas like "Beautiful Thing".  
  Rank 4: Movie 743 - Reason: The action-comedy blend offers a lighthearted take on espionage, similar to the user's enjoyment of "Austin Powers: International Man of Mystery".  
  Rank 5: Movie 1401 - Reason: This historical drama reflects social justice themes, paralleling the user's engagement with serious subjects in films like "Little Voice".  
  Rank 6: Movie 714 - Reason: The fantasy western elements combined with a deep narrative align with the user's taste for unique storytelling as seen in "The City of Lost Children".  
  Rank 7: Movie 1690 - Reason: The science fiction and horror elements provide an intense experience that matches the user's interest in thought-provoking narratives like "Twelve Monkeys".  
  Rank 8: Movie 321 - Reason: This film addresses friendship and societal issues, connecting with the user's affinity for complex relationships as seen in "Velvet Goldmine".  
  Rank 9: Movie 32 - Reason: The intricate plot involving time travel and mystery resonates with the user's preference for cerebral films such as "Being John Malkovich".  
  Rank 10: Movie 1081 - Reason: The comedic elements mixed with romance parallel the user's enjoyment of lighthearted yet meaningful stories like "Billy's Hollywood Screen Kiss".
rejected: Rank 1: Movie 1690 - Reason: The science fiction and horror elements provide an intense experience that matches the user's interest in thought-provoking narratives like "Twelve Monkeys".  
  Rank 2: Movie 321 - Reason: This film addresses friendship and societal issues, connecting with the user's affinity for complex relationships as seen in "Velvet Goldmine".  
  Rank 3: Movie 1401 - Reason: This historical drama reflects social justice themes, paralleling the user's engagement with serious subjects in films like "Little Voice".  
  Rank 4: Movie 3718 - Reason: This documentary provides an unfiltered look into a unique subculture, appealing to the user's interest in diverse storytelling as seen in "Being John Malkovich".  
  Rank 5: Movie 743 - Reason: The action-comedy blend offers a lighthearted take on espionage, similar to the user's enjoyment of "Austin Powers: International Man of Mystery".  
  Rank 6: Movie 1535 - Reason: This film explores deep friendships and emotional connections, aligning well with the user's interest in character-driven dramas like "Beautiful Thing".  
  Rank 7: Movie 714 - Reason: The fantasy western elements combined with a deep narrative align with the user's taste for unique storytelling as seen in "The City of Lost Children".  
  Rank 8: Movie 32 - Reason: The intricate plot involving time travel and mystery resonates with the user's preference for cerebral films such as "Being John Malkovich".  
  Rank 9: Movie 1081 - Reason: The comedic elements mixed with romance parallel the user's enjoyment of lighthearted yet meaningful stories like "Billy's Hollywood Screen Kiss".
  Rank 10: Movie 2411 - Reason: The themes of redemption and personal struggle resonate with the user's appreciation for dramatic narratives like "Howards End".  