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 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.), Movie 2731:The 400 Blows (Genres: Drama; Language: fr; Overview: Antoine faces challenges with neglectful adults and authority conflicts.), Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.), Movie 3091:Kagemusha (Genres: Action, Drama, History, War; Language: ja; Overview: Peasant thief impersonates dead warlord, haunted by spirit and ambitions.), Movie 3121:The Hitch-Hiker (Genres: Crime, Thriller; Language: en; Overview: Two fishermen unknowingly pick up a murderous escaped convict.), Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.), Movie 3654:The Guns of Navarone (Genres: Action, Adventure, Drama, War; Language: en; Overview: Allied saboteurs attempt to destroy Nazi guns to rescue soldiers.)
  There are 10 Candidates for recommendation: Movie 3682:Magnum Force (Genres: Action, Crime, Thriller; Language: en; Overview: Dirty Harry hunts rogue cops committing gruesome murders in San Francisco.), Movie 624:Condition Red (Genres: Thriller, Action, Drama; Language: en; Overview: Guard falls for inmate; she seeks escape with his help.),, Movie 1854:Kissing a Fool (Genres: Comedy, Romance; Language: en; Overview: Max tests love; Jay and Sam unexpectedly fall for each other.),, Movie 1335:Blood Beach (Genres: Science Fiction, Horror, Comedy; Language: en; Overview: Mysterious creature attacks beachgoers; old friends search for answers.),, Movie 1498:Inventing the Abbotts (Genres: Drama, Romance; Language: en; Overview: Brothers compete for wealthy sisters' affection, sparking romantic tensions.),, Movie 985:Small Wonders (Genres: Documentary, Family; Language: en; Overview: Dedicated teacher guides underprivileged children to perform at Carnegie Hall.),, Movie 2376:A View to a Kill (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond investigates microchip theft linked to Max Zorin.),, Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.),, Movie 1654:FairyTale: A True Story (Genres: Fantasy, Drama, Mystery, Family; Language: en; Overview: Children's 1917 photo claimed to be first evidence of fairies.),, Movie 2511:The Long Goodbye (Genres: Thriller, Crime, Drama, Mystery; Language: en; Overview: Detective Marlowe investigates to clear a friend's murder accusation.),
  
  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 1335 - Reason: This movie combines science fiction, horror, and comedy elements, appealing to the user's interest in unique and adventurous narratives as seen in "Back to the Future."  
  Rank 2: Movie 1265 - Reason: The romantic and comedic elements resonate with the user's enjoyment of character-driven stories, akin to the romantic tensions in "The Graduate."  
  Rank 3: Movie 2376 - Reason: The action and adventure themes connect with the user's preference for thrilling plots, similar to "The Empire Strikes Back."  
  Rank 4: Movie 624 - Reason: The thriller aspect and character dynamics align with the user's taste for intense narratives, reflecting elements found in "Dog Day Afternoon."  
  Rank 5: Movie 1854 - Reason: This comedy and romance blend mirrors the user's interest in light-hearted yet emotional stories, similar to "The Graduate."  
  Rank 6: Movie 1654 - Reason: The fantasy and family themes appeal to the user's enjoyment of imaginative tales, reminiscent of the adventurous spirit in "Back to the Future."  
  Rank 7: Movie 985 - Reason: The documentary aspect focuses on inspirational stories, which aligns with the user's appreciation for character-driven narratives like in "The 400 Blows."  
  Rank 8: Movie 1498 - Reason: The drama and romance themes resonate with the user's interest in complex relationships, similar to those in "The Graduate."  
  Rank 9: Movie 3682 - Reason: The action and crime elements connect with the user's thrill-seeking preferences, reflecting themes in "From Russia with Love."  
  Rank 10: Movie 2511 - Reason: The mystery and detective story taps into the user's interest in thrilling narratives, akin to the tension in "Kagemusha."
rejected: Rank 1: Movie 2376 - Reason: The action and adventure themes connect with the user's preference for thrilling plots, similar to "The Empire Strikes Back."  
  Rank 2: Movie 624 - Reason: The thriller aspect and character dynamics align with the user's taste for intense narratives, reflecting elements found in "Dog Day Afternoon."  
  Rank 3: Movie 2511 - Reason: The mystery and detective story taps into the user's interest in thrilling narratives, akin to the tension in "Kagemusha."
  Rank 4: Movie 1654 - Reason: The fantasy and family themes appeal to the user's enjoyment of imaginative tales, reminiscent of the adventurous spirit in "Back to the Future."  
  Rank 5: Movie 1854 - Reason: This comedy and romance blend mirrors the user's interest in light-hearted yet emotional stories, similar to "The Graduate."  
  Rank 6: Movie 1265 - Reason: The romantic and comedic elements resonate with the user's enjoyment of character-driven stories, akin to the romantic tensions in "The Graduate."  
  Rank 7: Movie 1335 - Reason: This movie combines science fiction, horror, and comedy elements, appealing to the user's interest in unique and adventurous narratives as seen in "Back to the Future."  
  Rank 8: Movie 985 - Reason: The documentary aspect focuses on inspirational stories, which aligns with the user's appreciation for character-driven narratives like in "The 400 Blows."  
  Rank 9: Movie 3682 - Reason: The action and crime elements connect with the user's thrill-seeking preferences, reflecting themes in "From Russia with Love."  
  Rank 10: Movie 1498 - Reason: The drama and romance themes resonate with the user's interest in complex relationships, similar to those in "The Graduate."  