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 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.), Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.), Movie 2243:Broadcast News (Genres: Comedy, Drama, Romance; Language: en; Overview: Love triangle between news producer, reporter, and correspondent amidst change.), Movie 2762:The Sixth Sense (Genres: Mystery, Thriller, Drama; Language: en; Overview: Boy sees dead people; psychologist helps him understand his gift.), Movie 2863:A Hard Day's Night (Genres: Comedy, Music; Language: en; Overview: The Beatles navigate chaos en route to a TV performance.), Movie 3129:Sweet and Lowdown (Genres: Comedy, Drama; Language: en; Overview: Comedic biopic about Emmett Ray, a flawed genius jazz guitarist.), Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.), Movie 3467:Hud (Genres: Action, Drama, Western; Language: en; Overview: Hud Bannon embodies alienation, ruthlessness, and moral conflict with family.), Movie 3706:Angel Heart (Genres: Horror, Mystery, Thriller; Language: en; Overview: Detective Harry Angel embarks on a supernatural quest for redemption.)
  There are 10 Candidates for recommendation: Movie 3136:The James Dean Story (Genres: Documentary; Language: en; Overview: Documentary explores James Dean's life through photographs and interviews.),, Movie 3600:Blue Hawaii (Genres: Comedy, Music, Romance; Language: en; Overview: Chad returns to Hawaii, enjoying surfing, friends, and girlfriend.), Movie 2204:Saboteur (Genres: Thriller, War; Language: en; Overview: Wrongly accused worker flees across U.S. after friend's death.),, Movie 158:Casper (Genres: Fantasy, Comedy, Family; Language: en; Overview: Carrigan seeks treasure; ghosts and Casper complicate her plans.),, Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 2870:Barefoot in the Park (Genres: Comedy, Romance; Language: en; Overview: Newlyweds face challenges, including matchmaking and marital conflict, in NYC.),, Movie 3270:The Cutting Edge (Genres: Comedy, Drama, Romance; Language: en; Overview: Two Olympians unite for glory, but conflict complicates their journey.),, Movie 954:Mr. Smith Goes to Washington (Genres: Comedy, Drama; Language: en; Overview: Naive Smith faces political corruption while pursuing a boys' camp.),, Movie 3245:I Am Cuba (Genres: Drama; Language: es; Overview: "I Am Cuba explores revolution through dramatic, stylistic storytelling."),, Movie 1632:A Smile Like Yours (Genres: Comedy, Romance; Language: en; Overview: Couple struggles with infertility in this comedic exploration of parenthood.),
  
  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 2870 - Reason: This romantic comedy explores the challenges of newlywed life in a humorous way, aligning with the user's interest in relationship dynamics as seen in "When Harry Met Sally...".  
  Rank 2: Movie 3600 - Reason: The lighthearted themes of romance and music resonate with the user's preference for feel-good stories, similar to "A Hard Day's Night".  
  Rank 3: Movie 3136 - Reason: This documentary about James Dean provides insights into a cultural icon, appealing to the user's interest in character-driven narratives like "The Godfather".  
  Rank 4: Movie 158 - Reason: The comedic elements and family-friendly storyline offer a lighthearted contrast to the user's more serious choices, such as "Midnight Cowboy".  
  Rank 5: Movie 3270 - Reason: This film's blend of sports, drama, and romance aligns with the user's taste for character development and emotional journeys, similar to "Broadcast News".  
  Rank 6: Movie 2204 - Reason: The thriller aspect of a wrongly accused worker ties into the user's appreciation for dramatic tension, as seen in "Dog Day Afternoon".  
  Rank 7: Movie 1208 - Reason: This war drama's intense storytelling and moral conflicts connect with the user's taste for serious narratives, similar to "The Godfather".  
  Rank 8: Movie 3245 - Reason: This dramatic exploration of revolution offers a unique perspective that may intrigue the user, reflecting their interest in complex themes like in "The Sixth Sense".  
  Rank 9: Movie 954 - Reason: The political comedy's blend of humor and drama resonates with the user's enjoyment of relationship and societal dynamics as seen in "Broadcast News".  
  Rank 10: Movie 1632 - Reason: This comedic take on parenthood explores themes of love and struggle, appealing to the user's interest in romance and drama present in "When Harry Met Sally...".
rejected: Rank 1: Movie 1208 - Reason: This war drama's intense storytelling and moral conflicts connect with the user's taste for serious narratives, similar to "The Godfather".  
  Rank 2: Movie 158 - Reason: The comedic elements and family-friendly storyline offer a lighthearted contrast to the user's more serious choices, such as "Midnight Cowboy".  
  Rank 3: Movie 954 - Reason: The political comedy's blend of humor and drama resonates with the user's enjoyment of relationship and societal dynamics as seen in "Broadcast News".  
  Rank 4: Movie 2204 - Reason: The thriller aspect of a wrongly accused worker ties into the user's appreciation for dramatic tension, as seen in "Dog Day Afternoon".  
  Rank 5: Movie 3245 - Reason: This dramatic exploration of revolution offers a unique perspective that may intrigue the user, reflecting their interest in complex themes like in "The Sixth Sense".  
  Rank 6: Movie 3270 - Reason: This film's blend of sports, drama, and romance aligns with the user's taste for character development and emotional journeys, similar to "Broadcast News".  
  Rank 7: Movie 2870 - Reason: This romantic comedy explores the challenges of newlywed life in a humorous way, aligning with the user's interest in relationship dynamics as seen in "When Harry Met Sally...".  
  Rank 8: Movie 3600 - Reason: The lighthearted themes of romance and music resonate with the user's preference for feel-good stories, similar to "A Hard Day's Night".  
  Rank 9: Movie 1632 - Reason: This comedic take on parenthood explores themes of love and struggle, appealing to the user's interest in romance and drama present in "When Harry Met Sally...".
  Rank 10: Movie 3136 - Reason: This documentary about James Dean provides insights into a cultural icon, appealing to the user's interest in character-driven narratives like "The Godfather".  