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 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 428:A Bronx Tale (Genres: Drama, Crime; Language: en; Overview: Boy struggles between father, crime boss, and forbidden love.), Movie 922:Sunset Boulevard (Genres: Drama; Language: en; Overview: A struggling screenwriter crafts a screenplay for a forgotten star.), Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2019:Seven Samurai (Genres: Action, Drama; Language: ja; Overview: Samurai protects village from bandits, teaches defense, battles ensue.), Movie 2374:Gung Ho (Genres: Comedy, Drama; Language: en; Overview: Auto worker mediates cultural clash after Japanese company acquisition.), Movie 3101:Fatal Attraction (Genres: Romance, Drama, Thriller, Horror, Mystery; Language: en; Overview: A man's one night stand leads to dangerous stalking threats.), 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 3783:Croupier (Genres: Drama, Thriller; Language: en; Overview: Aspiring writer becomes croupier, struggles with gambling's consequences on life.)
  There are 10 Candidates for recommendation: Movie 2778:Never Talk to Strangers (Genres: Thriller, Romance; Language: en; Overview: Police psychologist Sarah falls for mysterious Tony, altering her personality.),, Movie 372:Reality Bites (Genres: Drama; Language: en; Overview: Friends face post-collegiate challenges in life, love, and employment.),, Movie 3129:Sweet and Lowdown (Genres: Comedy, Drama; Language: en; Overview: Comedic biopic about Emmett Ray, a flawed genius jazz guitarist.),, Movie 173:Judge Dredd (Genres: Science Fiction; Language: en; Overview: Dredd, wrongly convicted, pursues escaped murderer in dystopian future.),, Movie 398:Frank and Ollie (Genres: Documentary; Language: en; Overview: Frank Thomas and Ollie Johnston revolutionized Disney animation storytelling.),, Movie 881:First Kid (Genres: Comedy, Family; Language: en; Overview: Luke Davenport struggles with loneliness; new agent Sam understands him.),, Movie 3289:Not One Less (Genres: Drama; Language: zh; Overview: Teacher Gao entrusts inexperienced Wei to protect his students' futures.), Movie 460:Getting Even with Dad (Genres: Family, Comedy, Crime; Language: en; Overview: Ex-con Ray plans heist; son Timmy complicates their relationship.),, Movie 1671:Deceiver (Genres: Mystery, Crime, Drama, Thriller; Language: en; Overview: Prostitute's death implicates manipulative client, revealing detectives' dark sides.),, Movie 2116:The Lord of the Rings (Genres: Fantasy, Drama, Animation, Adventure; Language: en; Overview: Fellowship journeys to destroy One Ring and defeat Sauron.),
  
  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 3129 - Reason: This film's blend of comedy and drama, focusing on a flawed yet talented individual, resonates with the user's interest in character-driven stories, as seen in their history with movies like "The Shawshank Redemption" and "A Bronx Tale."
  
  Rank 2: Movie 3289 - Reason: The theme of a teacher's dedication and the portrayal of personal struggle in an educational setting aligns with the user's appreciation for dramatic narratives that explore human resilience, similar to "The Godfather: Part II."
  
  Rank 3: Movie 173 - Reason: The dystopian elements and a protagonist seeking justice reflect the user's interest in thrillers and complex moral dilemmas, akin to "Croupier" and "Fatal Attraction."
  
  Rank 4: Movie 2116 - Reason: This epic adventure combines fantasy and drama, appealing to the user's taste for grand narratives and character journeys, reminiscent of their enjoyment of "The Godfather: Part II."
  
  Rank 5: Movie 1671 - Reason: The intricate plot involving crime and deception aligns with the user's preference for thrilling mysteries, as seen in "Croupier" and "Fatal Attraction."
  
  Rank 6: Movie 2778 - Reason: This thriller with romantic elements mirrors the psychological intensity found in the user's history, particularly in titles like "Fatal Attraction."
  
  Rank 7: Movie 881 - Reason: A comedic take on friendship and understanding resonates with the user's enjoyment of character dynamics in "The Breakfast Club."
  
  Rank 8: Movie 460 - Reason: The combination of family dynamics and crime in a comedic context aligns with the user's interest in films that explore relationships, similar to "A Bronx Tale."
  
  Rank 9: Movie 372 - Reason: The exploration of post-collegiate challenges and friendships in a drama format connects with the user's appreciation for relatable character experiences, as seen in "The Breakfast Club."
  
  Rank 10: Movie 398 - Reason: This documentary on animation pioneers appeals to the user's interest in storytelling and creativity, reflecting the artistic aspects found in "Sunset Boulevard."
rejected: Rank 1: Movie 372 - Reason: The exploration of post-collegiate challenges and friendships in a drama format connects with the user's appreciation for relatable character experiences, as seen in "The Breakfast Club."
  Rank 2: Movie 173 - Reason: The dystopian elements and a protagonist seeking justice reflect the user's interest in thrillers and complex moral dilemmas, akin to "Croupier" and "Fatal Attraction."
  Rank 3: Movie 398 - Reason: This documentary on animation pioneers appeals to the user's interest in storytelling and creativity, reflecting the artistic aspects found in "Sunset Boulevard."
  Rank 4: Movie 881 - Reason: A comedic take on friendship and understanding resonates with the user's enjoyment of character dynamics in "The Breakfast Club."
  Rank 5: Movie 2778 - Reason: This thriller with romantic elements mirrors the psychological intensity found in the user's history, particularly in titles like "Fatal Attraction."
  Rank 6: Movie 2116 - Reason: This epic adventure combines fantasy and drama, appealing to the user's taste for grand narratives and character journeys, reminiscent of their enjoyment of "The Godfather: Part II."
  Rank 7: Movie 3129 - Reason: This film's blend of comedy and drama, focusing on a flawed yet talented individual, resonates with the user's interest in character-driven stories, as seen in their history with movies like "The Shawshank Redemption" and "A Bronx Tale."
  Rank 8: Movie 460 - Reason: The combination of family dynamics and crime in a comedic context aligns with the user's interest in films that explore relationships, similar to "A Bronx Tale."
  Rank 9: Movie 3289 - Reason: The theme of a teacher's dedication and the portrayal of personal struggle in an educational setting aligns with the user's appreciation for dramatic narratives that explore human resilience, similar to "The Godfather: Part II."
  Rank 10: Movie 1671 - Reason: The intricate plot involving crime and deception aligns with the user's preference for thrilling mysteries, as seen in "Croupier" and "Fatal Attraction."