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 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.), Movie 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.), Movie 3359:Breaking Away (Genres: Drama, Comedy; Language: en; Overview: Dave graduates high school, dreams of racing bikes, embraces Italian culture.), Movie 3363:American Graffiti (Genres: Comedy, Drama; Language: en; Overview: High school graduates cruise the strip one last night together.), Movie 3606:On the Town (Genres: Comedy, Music, Romance; Language: en; Overview: Three sailors explore New York, encountering love and adventure.)
  There are 10 Candidates for recommendation: Movie 1208:Apocalypse Now (Genres: Drama, War; Language: en; Overview: Captain Willard's mission: eliminate rogue Colonel Kurtz during Vietnam War.),, Movie 146:The Amazing Panda Adventure (Genres: Action, Adventure, Drama, Family; Language: en; Overview: Ryan and a girl rescue a baby panda from poachers.),, Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 567:Kika (Genres: Comedy, Drama; Language: es; Overview: Cosmetologist revives corpse, navigates love, suspicion, and tabloid drama.),, Movie 2971:All That Jazz (Genres: Drama, Music; Language: en; Overview: Fosse's film explores a director's obsession and personal collapse.), Movie 2857:Yellow Submarine (Genres: Animation, Fantasy, Music; Language: en; Overview: Blue Meanies invade, draining color; Lord Admiral seeks Beatles' help.),, Movie 212:Bushwhacked (Genres: Adventure, Action, Comedy, Crime, Family; Language: en; Overview: Inept courier runs from criminals, posing as a Scout leader.),, Movie 1899:Passion in the Desert (Genres: Drama, Adventure; Language: en; Overview: Officer and artist survive desert journey, bond with leopard Simoom.),, Movie 2769:The Yards (Genres: Drama, Action, Thriller, Crime; Language: en; Overview: Leo returns to Queens, facing corruption and contract rivalries.),, Movie 1204:Lawrence of Arabia (Genres: Adventure, Drama, History, War; Language: en; Overview: T.E. Lawrence aids Arab revolt against Ottomans, struggles with instability.),
  
  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 1208 - Reason: This movie explores deep themes of war and personal struggle, aligning with the user's appreciation for intense dramas like "The Shawshank Redemption" and "Midnight Cowboy."  
  Rank 2: Movie 2857 - Reason: The animated and musical elements provide a unique blend of fantasy, which adds a lighthearted contrast to the user's heavier drama preferences.  
  Rank 3: Movie 1204 - Reason: This epic adventure film captures the essence of historical drama and personal conflict, resonating with the user's taste for complex narratives as seen in movies like "Gone with the Wind."  
  Rank 4: Movie 212 - Reason: The mix of action, comedy, and adventure in this film offers a fun, family-friendly experience that complements the user’s interest in lighter family-centric stories like "My Fair Lady."  
  Rank 5: Movie 2971 - Reason: The exploration of artistic obsession and personal turmoil aligns with the user's preference for deep character studies found in films like "The Graduate."  
  Rank 6: Movie 1899 - Reason: The themes of survival and companionship in a dramatic setting resonate with the user's interest in character-driven narratives like "Midnight Cowboy."  
  Rank 7: Movie 2769 - Reason: This crime thriller involves intricate plot dynamics, appealing to the user’s taste for dramatic tension as seen in "North by Northwest."  
  Rank 8: Movie 593 - Reason: The psychological thriller elements and strong character development parallel the user’s interest in darker narratives like "The Silence of the Lambs."  
  Rank 9: Movie 567 - Reason: This film’s comedic take on serious themes provides an interesting contrast, appealing to the user’s enjoyment of dramas with a touch of humor like "American Graffiti."  
  Rank 10: Movie 146 - Reason: The adventure and family aspects of this film align well with the user’s preference for uplifting stories, similar to the lighthearted nature of "On the Town."
rejected: Rank 1: Movie 1208 - Reason: This movie explores deep themes of war and personal struggle, aligning with the user's appreciation for intense dramas like "The Shawshank Redemption" and "Midnight Cowboy."  
  Rank 2: Movie 1899 - Reason: The themes of survival and companionship in a dramatic setting resonate with the user's interest in character-driven narratives like "Midnight Cowboy."  
  Rank 3: Movie 2857 - Reason: The animated and musical elements provide a unique blend of fantasy, which adds a lighthearted contrast to the user's heavier drama preferences.  
  Rank 4: Movie 1204 - Reason: This epic adventure film captures the essence of historical drama and personal conflict, resonating with the user's taste for complex narratives as seen in movies like "Gone with the Wind."  
  Rank 5: Movie 593 - Reason: The psychological thriller elements and strong character development parallel the user’s interest in darker narratives like "The Silence of the Lambs."  
  Rank 6: Movie 567 - Reason: This film’s comedic take on serious themes provides an interesting contrast, appealing to the user’s enjoyment of dramas with a touch of humor like "American Graffiti."  
  Rank 7: Movie 212 - Reason: The mix of action, comedy, and adventure in this film offers a fun, family-friendly experience that complements the user’s interest in lighter family-centric stories like "My Fair Lady."  
  Rank 8: Movie 146 - Reason: The adventure and family aspects of this film align well with the user’s preference for uplifting stories, similar to the lighthearted nature of "On the Town."
  Rank 9: Movie 2971 - Reason: The exploration of artistic obsession and personal turmoil aligns with the user's preference for deep character studies found in films like "The Graduate."  
  Rank 10: Movie 2769 - Reason: This crime thriller involves intricate plot dynamics, appealing to the user’s taste for dramatic tension as seen in "North by Northwest."  