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 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 1172:Cinema Paradiso (Genres: Drama, Romance; Language: it; Overview: Filmmaker remembers childhood love for movies and friendship with projectionist.), Movie 1279:Night on Earth (Genres: Comedy, Drama; Language: en; Overview: Five cab drivers in different cities share remarkable fares.), Movie 1288:This Is Spinal Tap (Genres: Comedy, Music; Language: en; Overview: "This Is Spinal Tap" explores a struggling metal band's journey.), Movie 2302:My Cousin Vinny (Genres: Comedy, Drama; Language: en; Overview: Two friends arrested for murder; lawyer cousin unexpectedly defends them.), Movie 2678:Desert Blue (Genres: Comedy, Drama; Language: en; Overview: Father and daughter explore quirky town, uncovering unexpected adventures.), Movie 2908:Boys Don't Cry (Genres: Crime, Drama; Language: en; Overview: Teena Brandon becomes Brandon Teena, seeking identity and love in Nebraska.), Movie 3129:Sweet and Lowdown (Genres: Comedy, Drama; Language: en; Overview: Comedic biopic about Emmett Ray, a flawed genius jazz guitarist.), Movie 3317:Wonder Boys (Genres: Comedy, Drama; Language: en; Overview: Grady, an unproductive professor, faces misadventures with a young author.), Movie 3751:Chicken Run (Genres: Animation, Comedy, Family; Language: en; Overview: Rocky and Ginger lead chickens to escape oppressive farm owners.)
  There are 10 Candidates for recommendation: Movie 1914:Smoke Signals (Genres: Drama, Comedy; Language: en; Overview: Thomas helps Victor retrieve his father's remains after Arnold's death.),, Movie 2064:Roger & Me (Genres: Documentary, History; Language: en; Overview: Documentary on Flint GM plant closure, job loss, and interviews.),, Movie 668:Pather Panchali (Genres: Drama; Language: bn; Overview: Apu's coming-of-age story in early 20th-century Bengal village.),, Movie 3911:Best in Show (Genres: Comedy; Language: en; Overview: Excitement builds as diverse contestants prepare for Mayflower Dog Show.), Movie 3786:But I'm a Cheerleader (Genres: Comedy; Language: en; Overview: Megan faces pressure to conform to sexuality and relationships norms.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 1119:Drunks (Genres: Drama; Language: en; Overview: Jim shares at AA meeting; others recount their struggles.),, Movie 2177:Family Plot (Genres: Comedy, Crime, Thriller; Language: en; Overview: Con artist psychic and boyfriend confront serial kidnappers in California.),, Movie 1459:Absolute Power (Genres: Crime, Drama, Thriller; Language: en; Overview: Thief witnesses presidential murder, holds evidence, must escape danger.),, Movie 1304:Butch Cassidy and the Sundance Kid (Genres: History, Drama, Western, Crime; Language: en; Overview: Butch Cassidy and Sundance Kid flee to South America from law.),
  
  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 2396 - Reason: This film's blend of romance and historical context resonates with the user's appreciation for emotional depth, similar to "Cinema Paradiso."  
  Rank 2: Movie 3911 - Reason: The comedic elements and ensemble cast in this film align with the user's enjoyment of character-driven comedies like "My Cousin Vinny" and "Sweet and Lowdown."  
  Rank 3: Movie 1914 - Reason: The mix of drama and comedy, along with a coming-of-age narrative, connects well with the user's interest in films like "Boys Don't Cry" and "Wonder Boys."  
  Rank 4: Movie 1119 - Reason: The intense, character-focused drama of this film appeals to the user's taste for serious themes, akin to "Blade Runner" and "Boys Don't Cry."  
  Rank 5: Movie 3786 - Reason: The film's exploration of identity and societal norms resonates with the user's interest in character-driven narratives, similar to "Boys Don't Cry."  
  Rank 6: Movie 2177 - Reason: This film's mix of comedy and crime reflects the user's enjoyment of lighter narratives with stakes, similar to "My Cousin Vinny."  
  Rank 7: Movie 668 - Reason: The coming-of-age story in a dramatic context resonates with the user's appreciation for deep, emotional narratives like "Cinema Paradiso."  
  Rank 8: Movie 2064 - Reason: This documentary's historical focus and social commentary aligns with the user's interest in serious themes, similar to "Boys Don't Cry."  
  Rank 9: Movie 1459 - Reason: The thriller elements combined with a crime narrative appeal to the user's taste for suspenseful and intense stories like "Blade Runner."  
  Rank 10: Movie 1304 - Reason: The historical and dramatic elements in this classic film resonate with the user's appreciation for well-crafted narratives, similar to "Cinema Paradiso."
rejected: Rank 1: Movie 1914 - Reason: The mix of drama and comedy, along with a coming-of-age narrative, connects well with the user's interest in films like "Boys Don't Cry" and "Wonder Boys."  
  Rank 2: Movie 3786 - Reason: The film's exploration of identity and societal norms resonates with the user's interest in character-driven narratives, similar to "Boys Don't Cry."  
  Rank 3: Movie 1119 - Reason: The intense, character-focused drama of this film appeals to the user's taste for serious themes, akin to "Blade Runner" and "Boys Don't Cry."  
  Rank 4: Movie 668 - Reason: The coming-of-age story in a dramatic context resonates with the user's appreciation for deep, emotional narratives like "Cinema Paradiso."  
  Rank 5: Movie 1459 - Reason: The thriller elements combined with a crime narrative appeal to the user's taste for suspenseful and intense stories like "Blade Runner."  
  Rank 6: Movie 2064 - Reason: This documentary's historical focus and social commentary aligns with the user's interest in serious themes, similar to "Boys Don't Cry."  
  Rank 7: Movie 1304 - Reason: The historical and dramatic elements in this classic film resonate with the user's appreciation for well-crafted narratives, similar to "Cinema Paradiso."
  Rank 8: Movie 3911 - Reason: The comedic elements and ensemble cast in this film align with the user's enjoyment of character-driven comedies like "My Cousin Vinny" and "Sweet and Lowdown."  
  Rank 9: Movie 2177 - Reason: This film's mix of comedy and crime reflects the user's enjoyment of lighter narratives with stakes, similar to "My Cousin Vinny."  
  Rank 10: Movie 2396 - Reason: This film's blend of romance and historical context resonates with the user's appreciation for emotional depth, similar to "Cinema Paradiso."  