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 602:A Great Day in Harlem (Genres: ; Language: en; Overview: Art Kane captured NYC's top jazz musicians in 1958 photograph.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.), Movie 1172:Cinema Paradiso (Genres: Drama, Romance; Language: it; Overview: Filmmaker remembers childhood love for movies and friendship with projectionist.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.), Movie 2677:Buena Vista Social Club (Genres: Documentary, Music; Language: en; Overview: Ry Cooder unites Cuban musicians for Grammy-winning documentary concert film.), Movie 2859:Stop Making Sense (Genres: Documentary, Music; Language: en; Overview: David Byrne performs with Talking Heads in energetic concert film.), Movie 3679:The Decline of Western Civilization (Genres: Documentary, Music; Language: en; Overview: Film explores 1980 Los Angeles punk scene featuring iconic bands.), Movie 3735:Serpico (Genres: Crime, Drama, History; Language: en; Overview: Honest NYC cop battles corruption within a flawed system.)
  There are 10 Candidates for recommendation: Movie 3730:The Conversation (Genres: Crime, Drama, Mystery; Language: en; Overview: Surveillance expert becomes obsessed with a couple's cryptic conversation.), Movie 1299:The Killing Fields (Genres: War, Drama, History; Language: en; Overview: Journalists' friendship endures during Cambodia's tragic Khmer Rouge era.),, Movie 428:A Bronx Tale (Genres: Drama, Crime; Language: en; Overview: Boy struggles between father, crime boss, and forbidden love.),, Movie 3446:Funny Bones (Genres: Comedy; Language: en; Overview: Tommy Fawkes seeks comic partner after failed Las Vegas debut.),, Movie 2739:The Color Purple (Genres: Drama; Language: en; Overview: Celie endures abuse, seeks love, and dreams of reunion.),, Movie 3700:The Brother from Another Planet (Genres: Comedy, Drama, Science Fiction; Language: en; Overview: Alien slave crashes in NYC, pursued by bounty hunters; immigrant parallels.),, Movie 241:Fluke (Genres: Drama, Family, Fantasy; Language: en; Overview: Workaholic man dies, reincarnates as dog, seeks redemption for family.),, Movie 2685:The Red Dwarf (Genres: Drama, Comedy; Language: en; Overview: Dwarf Lucien falls in love with singer Paola Bendoni.),, Movie 1295:The Unbearable Lightness of Being (Genres: Comedy, Romance; Language: en; Overview: Surgeon Tomas pursues Tereza, navigating love and infidelity during upheaval.),, Movie 1575:Gabbeh (Genres: Drama, Mystery, Romance; Language: fa; Overview: Elderly couple cleans rug; young woman appears, revealing its history.),
  
  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 3446 - Reason: This comedy offers a light-hearted exploration of personal aspirations, which complements the user's interest in character-driven narratives evident in their history.  
  Rank 2: Movie 3700 - Reason: The blend of comedy and science fiction introduces themes of immigration and identity, resonating with the user's appreciation for diverse storytelling.  
  Rank 3: Movie 428 - Reason: This film's exploration of family dynamics and crime mirrors the user's interest in complex relationships as seen in movies like "The Godfather" and "Bonnie and Clyde."  
  Rank 4: Movie 241 - Reason: The themes of redemption and family connection are likely to appeal to the user, reflecting emotional depth similar to "Cinema Paradiso."  
  Rank 5: Movie 1299 - Reason: The historical context combined with friendship in the face of adversity aligns well with the user's taste for dramatic and impactful narratives.  
  Rank 6: Movie 1295 - Reason: This movie's romantic and comedic elements, alongside its exploration of love and infidelity, match the user's interest in complex emotional stories like "The Graduate."  
  Rank 7: Movie 2739 - Reason: The poignant story of struggle and resilience aligns with the user's appreciation for deep, emotional dramas found in their history.  
  Rank 8: Movie 2685 - Reason: The unique romantic premise alongside comedic elements offers a fresh perspective that complements the user's varied taste in films.  
  Rank 9: Movie 1575 - Reason: This film's mysterious and romantic elements echo the user's interest in deep narratives, similar to those in "Cinema Paradiso" and "The Conversation."  
  Rank 10: Movie 3730 - Reason: The engaging themes of surveillance and obsession resonate with the user's preference for crime and drama narratives as seen in "Donnie Brasco" and "Serpico."
rejected: Rank 1: Movie 3700 - Reason: The blend of comedy and science fiction introduces themes of immigration and identity, resonating with the user's appreciation for diverse storytelling.  
  Rank 2: Movie 1299 - Reason: The historical context combined with friendship in the face of adversity aligns well with the user's taste for dramatic and impactful narratives.  
  Rank 3: Movie 1295 - Reason: This movie's romantic and comedic elements, alongside its exploration of love and infidelity, match the user's interest in complex emotional stories like "The Graduate."  
  Rank 4: Movie 2739 - Reason: The poignant story of struggle and resilience aligns with the user's appreciation for deep, emotional dramas found in their history.  
  Rank 5: Movie 428 - Reason: This film's exploration of family dynamics and crime mirrors the user's interest in complex relationships as seen in movies like "The Godfather" and "Bonnie and Clyde."  
  Rank 6: Movie 3446 - Reason: This comedy offers a light-hearted exploration of personal aspirations, which complements the user's interest in character-driven narratives evident in their history.  
  Rank 7: Movie 2685 - Reason: The unique romantic premise alongside comedic elements offers a fresh perspective that complements the user's varied taste in films.  
  Rank 8: Movie 241 - Reason: The themes of redemption and family connection are likely to appeal to the user, reflecting emotional depth similar to "Cinema Paradiso."  
  Rank 9: Movie 1575 - Reason: This film's mysterious and romantic elements echo the user's interest in deep narratives, similar to those in "Cinema Paradiso" and "The Conversation."  
  Rank 10: Movie 3730 - Reason: The engaging themes of surveillance and obsession resonate with the user's preference for crime and drama narratives as seen in "Donnie Brasco" and "Serpico."