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 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1212:The Third Man (Genres: Thriller, Mystery; Language: en; Overview: Postwar Vienna: Writer investigates friend's death, encounters love and conspiracy.), Movie 1272:Patton (Genres: Drama, History, War; Language: en; Overview: "Patton" depicts the general's WWII exploits and personal flaws.), Movie 1299:The Killing Fields (Genres: War, Drama, History; Language: en; Overview: Journalists' friendship endures during Cambodia's tragic Khmer Rouge era.), Movie 1845:Zero Effect (Genres: Comedy, Crime, Mystery, Thriller; Language: en; Overview: Daryl Zero solves crimes but struggles with personal life skills.), Movie 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.), Movie 1946:Marty (Genres: Drama, Romance; Language: en; Overview: Marty, a bachelor, finds connection with Clara despite pressure.), Movie 2181:Marnie (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Marnie, a thief, is blackmailed by her boss, Mark.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.)
  There are 9 Candidates for recommendation: Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.),, Movie 1883:Bulworth (Genres: Comedy, Drama; Language: en; Overview: Disillusioned politician contracts own death, embraces hip-hop honesty with voters.),, Movie 1254:The Treasure of the Sierra Madre (Genres: Action, Adventure, Drama, Western; Language: en; Overview: Three men seek gold in Mexico, facing greed and danger.),, Movie 182:Moonlight and Valentino (Genres: Comedy, Drama, Romance; Language: en; Overview: Four women find strength by embracing unity and letting go.),, Movie 1413:The Whole Wide World (Genres: Drama, Romance; Language: en; Overview: Novalyne Price's tumultuous romance with pulp writer Robert E. Howard.),, Movie 3709:Sleepwalkers (Genres: Fantasy, Horror, Thriller; Language: en; Overview: Mother-son supernatural duo seeks virgin prey in town.), Movie 2641:Superman II (Genres: Action, Adventure, Fantasy, Science Fiction; Language: en; Overview: Kryptonian criminals challenge Superman while he seeks humanity and love.),, Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.),, Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.),
  
  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
  ...
  Rank9: 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 17 - Reason: This movie combines elements of drama and romance, aligning with the user's appreciation for character-driven narratives as seen in "The Piano" and "Marty."  
  Rank 2: Movie 3709 - Reason: The horror and thriller aspects resonate with the user's interest in darker, suspenseful stories shown in "The Third Man" and "Zero Effect."  
  Rank 3: Movie 1883 - Reason: This film's blend of comedy and drama reflects the user's enjoyment of complex narratives that explore societal issues, akin to "On the Waterfront."  
  Rank 4: Movie 182 - Reason: The themes of unity and personal struggle in a romantic context connect well with the user's preferred films like "Marty" and "The Piano."  
  Rank 5: Movie 1254 - Reason: The adventurous quest and the exploration of human greed and morality resonate with the user's interest in history and war dramas such as "Patton" and "The Killing Fields."  
  Rank 6: Movie 2641 - Reason: The action and fantasy elements, combined with a quest for love, reflect the user's interest in epic narratives, similar to "The Empire Strikes Back."  
  Rank 7: Movie 1413 - Reason: This movie's focus on a tumultuous romance ties in with the user's affinity for deep emotional connections found in "Marty" and "The Piano."  
  Rank 8: Movie 2571 - Reason: The action-packed narrative and philosophical themes align with the user's enjoyment of thought-provoking films like "The Matrix" and "The Empire Strikes Back."  
  Rank 9: Movie 318 - Reason: The themes of hope and resilience in a dramatic setting resonate strongly with the user's appreciation for character arcs found in "On the Waterfront."
rejected: Rank 1: Movie 2571 - Reason: The action-packed narrative and philosophical themes align with the user's enjoyment of thought-provoking films like "The Matrix" and "The Empire Strikes Back."  
  Rank 2: Movie 1883 - Reason: This film's blend of comedy and drama reflects the user's enjoyment of complex narratives that explore societal issues, akin to "On the Waterfront."  
  Rank 3: Movie 318 - Reason: The themes of hope and resilience in a dramatic setting resonate strongly with the user's appreciation for character arcs found in "On the Waterfront."
  Rank 4: Movie 17 - Reason: This movie combines elements of drama and romance, aligning with the user's appreciation for character-driven narratives as seen in "The Piano" and "Marty."  
  Rank 5: Movie 182 - Reason: The themes of unity and personal struggle in a romantic context connect well with the user's preferred films like "Marty" and "The Piano."  
  Rank 6: Movie 1413 - Reason: This movie's focus on a tumultuous romance ties in with the user's affinity for deep emotional connections found in "Marty" and "The Piano."  
  Rank 7: Movie 2641 - Reason: The action and fantasy elements, combined with a quest for love, reflect the user's interest in epic narratives, similar to "The Empire Strikes Back."  
  Rank 8: Movie 3709 - Reason: The horror and thriller aspects resonate with the user's interest in darker, suspenseful stories shown in "The Third Man" and "Zero Effect."  
  Rank 9: Movie 1254 - Reason: The adventurous quest and the exploration of human greed and morality resonate with the user's interest in history and war dramas such as "Patton" and "The Killing Fields."  