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 668:Pather Panchali (Genres: Drama; Language: bn; Overview: Apu's coming-of-age story in early 20th-century Bengal village.), Movie 670:The World of Apu (Genres: Drama; Language: bn; Overview: Apu, a jobless ex-student, dreams of writing while visiting.), Movie 745:A Close Shave (Genres: Family, Animation, Comedy; Language: en; Overview: Wallace loves Wendolene, unaware of her sheep-rustling schemes.), Movie 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.), Movie 1147:When We Were Kings (Genres: Documentary; Language: en; Overview: Ali and Foreman fight in Zaire, promoted by Don King.), Movie 2677:Buena Vista Social Club (Genres: Documentary, Music; Language: en; Overview: Ry Cooder unites Cuban musicians for Grammy-winning documentary concert film.), Movie 2935:The Lady Eve (Genres: Comedy, Romance; Language: en; Overview: Love, misunderstanding, disguise; Jean torments Charles after their split.), Movie 2951:A Fistful of Dollars (Genres: Western; Language: it; Overview: Stranger exploits conflict between Rojo brothers and sheriff for profit.), Movie 3203:Dead Calm (Genres: Crime, Thriller, Horror, Drama; Language: en; Overview: Couple's sailing trip leads to mysterious survivor and chilling encounter.), Movie 3328:Ghost Dog: The Way of the Samurai (Genres: Crime, Drama; Language: en; Overview: African-American hitman, inspired by samurai, faces mob assassination threats.)
  There are 10 Candidates for recommendation: Movie 246:Hoop Dreams (Genres: Documentary; Language: en; Overview: Two Chicago teens pursue basketball dreams through high school challenges.),, Movie 3322:3 Strikes (Genres: Action, Comedy, Romance; Language: en; Overview: Brian Hooks escapes after friend shoots police; seeks redemption.),, Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.),, Movie 294:The Perez Family (Genres: Comedy, Drama, Romance; Language: en; Overview: Refugees fake marriage, complicating love amidst the Mariel boat lift.),, Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.),, Movie 1209:Once Upon a Time in the West (Genres: Western; Language: it; Overview: Widow, harmonica player, and desperado protect land from railroad threat.),, Movie 1498:Inventing the Abbotts (Genres: Drama, Romance; Language: en; Overview: Brothers compete for wealthy sisters' affection, sparking romantic tensions.),, Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.),, Movie 2169:Dead Man on Campus (Genres: Comedy; Language: en; Overview: Studious Josh is corrupted by partying roommate Cooper's lifestyle.),, Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.)
  
  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 1498 - Reason: The romantic and dramatic elements resonate with the user's interest in character-driven stories as seen in their history of watching films like "Pather Panchali" and "Breakfast at Tiffany's."  
  Rank 2: Movie 294 - Reason: This film's blend of comedy and drama, along with its romantic complications, aligns with the user's appreciation for multifaceted narratives, similar to "The Lady Eve."  
  Rank 3: Movie 2169 - Reason: The comedic yet dramatic premise of college life and friendship reflects the user's enjoyment of character dynamics, akin to the humor found in "A Close Shave."  
  Rank 4: Movie 246 - Reason: The documentary style and focus on real-life challenges resonate with the user's interest in documentaries like "When We Were Kings" and "Buena Vista Social Club."  
  Rank 5: Movie 541 - Reason: The science fiction and thriller elements cater to the user's taste for thought-provoking stories, reminiscent of the tension found in "Dead Calm."  
  Rank 6: Movie 3260 - Reason: This film explores class struggles and romance, aligning with the user's appreciation for dramatic and socially relevant narratives similar to "The World of Apu."  
  Rank 7: Movie 1089 - Reason: The crime and thriller aspects of this film appeal to the user's interest in intense storytelling, akin to the suspense in "Ghost Dog: The Way of the Samurai."  
  Rank 8: Movie 3510 - Reason: The blend of crime, drama, and science fiction elements aligns with the user's preference for complex narratives, similar to the themes of moral ambiguity they encountered in "A Fistful of Dollars."  
  Rank 9: Movie 1209 - Reason: This Western film's dramatic storytelling and character-driven plot resonate with the user's interest in the genre, as seen in "A Fistful of Dollars."  
  Rank 10: Movie 3322 - Reason: The action-comedy elements combined with themes of redemption align with the user's enjoyment of lighthearted yet meaningful storytelling, similar to "A Close Shave."
rejected: Rank 1: Movie 294 - Reason: This film's blend of comedy and drama, along with its romantic complications, aligns with the user's appreciation for multifaceted narratives, similar to "The Lady Eve."  
  Rank 2: Movie 246 - Reason: The documentary style and focus on real-life challenges resonate with the user's interest in documentaries like "When We Were Kings" and "Buena Vista Social Club."  
  Rank 3: Movie 2169 - Reason: The comedic yet dramatic premise of college life and friendship reflects the user's enjoyment of character dynamics, akin to the humor found in "A Close Shave."  
  Rank 4: Movie 1089 - Reason: The crime and thriller aspects of this film appeal to the user's interest in intense storytelling, akin to the suspense in "Ghost Dog: The Way of the Samurai."  
  Rank 5: Movie 3510 - Reason: The blend of crime, drama, and science fiction elements aligns with the user's preference for complex narratives, similar to the themes of moral ambiguity they encountered in "A Fistful of Dollars."  
  Rank 6: Movie 1498 - Reason: The romantic and dramatic elements resonate with the user's interest in character-driven stories as seen in their history of watching films like "Pather Panchali" and "Breakfast at Tiffany's."  
  Rank 7: Movie 3322 - Reason: The action-comedy elements combined with themes of redemption align with the user's enjoyment of lighthearted yet meaningful storytelling, similar to "A Close Shave."
  Rank 8: Movie 3260 - Reason: This film explores class struggles and romance, aligning with the user's appreciation for dramatic and socially relevant narratives similar to "The World of Apu."  
  Rank 9: Movie 541 - Reason: The science fiction and thriller elements cater to the user's taste for thought-provoking stories, reminiscent of the tension found in "Dead Calm."  
  Rank 10: Movie 1209 - Reason: This Western film's dramatic storytelling and character-driven plot resonate with the user's interest in the genre, as seen in "A Fistful of Dollars."  