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 551:The Nightmare Before Christmas (Genres: Fantasy, Animation, Family; Language: en; Overview: Jack Skellington kidnaps Santa to deliver Halloween gifts for Christmas.), Movie 1300:My Life as a Dog (Genres: Drama, Comedy; Language: sv; Overview: Brothers are separated to help their ill mother rest.), Movie 1673:Boogie Nights (Genres: Drama; Language: en; Overview: In 1977, a young busboy becomes a porn star, Dirk Diggler.), Movie 3152:The Last Picture Show (Genres: Drama; Language: en; Overview: Sonny matures in a small Texas town during the 1950s.), Movie 3317:Wonder Boys (Genres: Comedy, Drama; Language: en; Overview: Grady, an unproductive professor, faces misadventures with a young author.), Movie 3608:Pee-wee's Big Adventure (Genres: Adventure, Comedy; Language: en; Overview: Pee-wee Herman's bike theft leads to a quirky adventure.), Movie 3751:Chicken Run (Genres: Animation, Comedy, Family; Language: en; Overview: Rocky and Ginger lead chickens to escape oppressive farm owners.), Movie 3783:Croupier (Genres: Drama, Thriller; Language: en; Overview: Aspiring writer becomes croupier, struggles with gambling's consequences on life.), Movie 3911:Best in Show (Genres: Comedy; Language: en; Overview: Excitement builds as diverse contestants prepare for Mayflower Dog Show.)
  There are 10 Candidates for recommendation: Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 3424:Do the Right Thing (Genres: Drama; Language: en; Overview: On a hot day, hate erupts into violence in Brooklyn.),, Movie 3078:Liberty Heights (Genres: Drama; Language: en; Overview: Baltimore, 1954-1955: exploring anti-Semitism, race relations, and father),, Movie 1050:Looking for Richard (Genres: Documentary; Language: en; Overview: Al Pacino explores Shakespeare's relevance today through "Richard III" analysis.),, Movie 3804:H.O.T.S. (Genres: Comedy; Language: en; Overview: Four girls create their own sorority to attract campus men.), Movie 1799:Suicide Kings (Genres: Action, Comedy, Crime, Drama, Thriller; Language: en; Overview: Walken captivates as a mobster in a dark comedic abduction.),, Movie 479:Judgment Night (Genres: Action, Thriller, Crime; Language: en; Overview: Four friends become prey of a drug lord after witnessing murder.),, Movie 287:Nina Takes a Lover (Genres: Drama, Romance; Language: en; Overview: Laura San Giacomo stars in a comedic adultery tale.),, Movie 2981:Brother Can You Spare A Dime (Genres: Documentary; Language: en; Overview: Nostalgic exploration of Great Depression featuring James Cagney's journey.),, 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 2981 - Reason: This documentary explores a significant historical period, offering a nostalgic and thought-provoking perspective that aligns with the user's interest in deep narratives as seen in "Blade Runner" and "My Life as a Dog."  
  Rank 2: Movie 1221 - Reason: The intense family dynamics and crime themes resonate with the user's preference for complex drama, similar to "Boogie Nights" and "Croupier."  
  Rank 3: Movie 3078 - Reason: This film tackles social issues such as anti-Semitism and race relations, which matches the user's appreciation for meaningful storytelling found in "The Last Picture Show."  
  Rank 4: Movie 1196 - Reason: Combining adventure and science fiction, this movie offers excitement and depth, appealing to the user's fondness for films like "Blade Runner."  
  Rank 5: Movie 3804 - Reason: This comedy provides a light-hearted take on college life, which may appeal to the user's taste for humor as seen in "Wonder Boys" and "Best in Show."  
  Rank 6: Movie 1050 - Reason: This documentary connects classic literature with modern relevance, reflecting the user's interest in intelligent narratives similar to "Croupier."  
  Rank 7: Movie 287 - Reason: The romantic and comedic elements in this film cater to the user's liking for character-driven stories, akin to "My Life as a Dog."  
  Rank 8: Movie 1799 - Reason: This film's blend of action and dark comedy aligns with the user's appreciation for thrilling narratives, similar to the tone of "Boogie Nights."  
  Rank 9: Movie 3424 - Reason: The exploration of social tension and drama in this film resonates with the user's interest in profound storytelling found in "Best in Show" and "The Last Picture Show."  
  Rank 10: Movie 479 - Reason: This action-thriller's gripping plot and tension match the user's taste for thrilling narratives, reminiscent of "Croupier" and "Blade Runner."
rejected: Rank 1: Movie 1221 - Reason: The intense family dynamics and crime themes resonate with the user's preference for complex drama, similar to "Boogie Nights" and "Croupier."  
  Rank 2: Movie 2981 - Reason: This documentary explores a significant historical period, offering a nostalgic and thought-provoking perspective that aligns with the user's interest in deep narratives as seen in "Blade Runner" and "My Life as a Dog."  
  Rank 3: Movie 479 - Reason: This action-thriller's gripping plot and tension match the user's taste for thrilling narratives, reminiscent of "Croupier" and "Blade Runner."
  Rank 4: Movie 3078 - Reason: This film tackles social issues such as anti-Semitism and race relations, which matches the user's appreciation for meaningful storytelling found in "The Last Picture Show."  
  Rank 5: Movie 1050 - Reason: This documentary connects classic literature with modern relevance, reflecting the user's interest in intelligent narratives similar to "Croupier."  
  Rank 6: Movie 3424 - Reason: The exploration of social tension and drama in this film resonates with the user's interest in profound storytelling found in "Best in Show" and "The Last Picture Show."  
  Rank 7: Movie 3804 - Reason: This comedy provides a light-hearted take on college life, which may appeal to the user's taste for humor as seen in "Wonder Boys" and "Best in Show."  
  Rank 8: Movie 1799 - Reason: This film's blend of action and dark comedy aligns with the user's appreciation for thrilling narratives, similar to the tone of "Boogie Nights."  
  Rank 9: Movie 287 - Reason: The romantic and comedic elements in this film cater to the user's liking for character-driven stories, akin to "My Life as a Dog."  
  Rank 10: Movie 1196 - Reason: Combining adventure and science fiction, this movie offers excitement and depth, appealing to the user's fondness for films like "Blade Runner."  