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 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1939:The Best Years of Our Lives (Genres: Drama, History, Romance; Language: en; Overview: Three WWII veterans face challenges returning home after war.), Movie 1940:Gentleman's Agreement (Genres: Drama, Romance; Language: en; Overview: Writer pretends to be Jewish to reveal anti-Semitism issues.), Movie 1947:West Side Story (Genres: Crime, Drama, Music; Language: en; Overview: Polish-American Jets and Puerto Rican Sharks clash; love leads tragedy.), Movie 2805:Mickey Blue Eyes (Genres: Comedy, Crime, Romance; Language: en; Overview: Auctioneer proposes to mafia kingpin's daughter, faces unexpected demands.), Movie 3044:Dead Again (Genres: Thriller; Language: en; Overview: Composer executed for wife's murder; private eye links amnesiac woman.), Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.), Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.), Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.)
  There are 10 Candidates for recommendation: Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.),, Movie 2870:Barefoot in the Park (Genres: Comedy, Romance; Language: en; Overview: Newlyweds face challenges, including matchmaking and marital conflict, in NYC.),, Movie 2390:Little Voice (Genres: Comedy, Drama; Language: en; Overview: Grieving girl discovers singing talent, faces challenges pursuing dreams.),, Movie 612:The Pallbearer (Genres: Comedy, Romance; Language: en; Overview: Tom gives eulogy for friend he never met, faces complications.),, Movie 1004:The Glimmer Man (Genres: Action, Adventure, Crime, Drama, Thriller; Language: en; Overview: Detective Jack Cole investigates murders, uncovering conspiracy and crime.),, Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.),, Movie 2717:Ghostbusters II (Genres: Comedy, Fantasy; Language: en; Overview: Ghostbusters return to help Dana with new ghostly threats.),, Movie 2973:Crimes and Misdemeanors (Genres: Comedy, Drama; Language: en; Overview: Ophthalmologist's affair exposed; filmmaker captivated by another woman.), Movie 2501:October Sky (Genres: Drama, Family; Language: en; Overview: Homer Hickam, a coal miner's son, pursued rocketry despite opposition.),, Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.),
  
  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 1004 - Reason: This movie combines action, drama, and a crime investigation, aligning with the user's interest in thrillers and complex storylines as seen in "North by Northwest" and "Frequency."  
  Rank 2: Movie 2390 - Reason: The blend of comedy and drama in this film reflects the user's appreciation for character-driven stories, similar to the emotional depth found in "The Graduate."  
  Rank 3: Movie 612 - Reason: This romantic comedy features themes of love and personal complications, resonating with the user's enjoyment of character relationships as seen in "Gentleman's Agreement."  
  Rank 4: Movie 2717 - Reason: This film combines humor and fantasy, appealing to the user's taste for light-hearted entertainment seen in "Mickey Blue Eyes."  
  Rank 5: Movie 920 - Reason: The dramatic and romantic elements in this classic resonate with the user's appreciation for complex relationships, as highlighted in "The Best Years of Our Lives."  
  Rank 6: Movie 2870 - Reason: The comedic and romantic challenges faced by the newlyweds align with the user's interest in relationship dynamics, similar to "The Graduate."  
  Rank 7: Movie 2501 - Reason: This inspiring story of perseverance resonates with the user's preference for uplifting narratives, similar to the emotional arcs in "Awakenings."  
  Rank 8: Movie 2973 - Reason: The blend of comedy and drama with moral dilemmas parallels the user's interest in thought-provoking narratives, akin to "Dead Again."  
  Rank 9: Movie 1221 - Reason: The crime and family drama elements reflect the user's appreciation for intricate storytelling found in "The Godfather: Part II."  
  Rank 10: Movie 2762 - Reason: The mystery and psychological thriller aspects of this film align strongly with the user's interest in suspenseful narratives, as seen in "North by Northwest."
rejected: Rank 1: Movie 1221 - Reason: The crime and family drama elements reflect the user's appreciation for intricate storytelling found in "The Godfather: Part II."  
  Rank 2: Movie 2762 - Reason: The mystery and psychological thriller aspects of this film align strongly with the user's interest in suspenseful narratives, as seen in "North by Northwest."
  Rank 3: Movie 1004 - Reason: This movie combines action, drama, and a crime investigation, aligning with the user's interest in thrillers and complex storylines as seen in "North by Northwest" and "Frequency."  
  Rank 4: Movie 2870 - Reason: The comedic and romantic challenges faced by the newlyweds align with the user's interest in relationship dynamics, similar to "The Graduate."  
  Rank 5: Movie 2390 - Reason: The blend of comedy and drama in this film reflects the user's appreciation for character-driven stories, similar to the emotional depth found in "The Graduate."  
  Rank 6: Movie 2973 - Reason: The blend of comedy and drama with moral dilemmas parallels the user's interest in thought-provoking narratives, akin to "Dead Again."  
  Rank 7: Movie 2717 - Reason: This film combines humor and fantasy, appealing to the user's taste for light-hearted entertainment seen in "Mickey Blue Eyes."  
  Rank 8: Movie 920 - Reason: The dramatic and romantic elements in this classic resonate with the user's appreciation for complex relationships, as highlighted in "The Best Years of Our Lives."  
  Rank 9: Movie 612 - Reason: This romantic comedy features themes of love and personal complications, resonating with the user's enjoyment of character relationships as seen in "Gentleman's Agreement."  
  Rank 10: Movie 2501 - Reason: This inspiring story of perseverance resonates with the user's preference for uplifting narratives, similar to the emotional arcs in "Awakenings."  