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 722:The Haunted World of Edward D. Wood, Jr. (Genres: Documentary; Language: en; Overview: Documentary profiles Ed Wood's life, films, and his collaborators.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1263:The Deer Hunter (Genres: Drama, War; Language: en; Overview: Friends enlist in Vietnam War, face chaos, return changed.), Movie 1939:The Best Years of Our Lives (Genres: Drama, History, Romance; Language: en; Overview: Three WWII veterans face challenges returning home after war.), Movie 2357:Central Station (Genres: Drama; Language: pt; Overview: A teacher helps a boy find his unknown father after loss.), Movie 2673:Eternity and a Day (Genres: Drama; Language: el; Overview: Ill writer Alexander meets an Albanian boy and takes him home.), Movie 3196:Stalag 17 (Genres: Comedy, Drama, War; Language: en; Overview: American POWs suspect a security leak in Stalag 17.), Movie 3539:The Filth and the Fury (Genres: Documentary, Music; Language: en; Overview: Julien Temple's documentary explores the Sex Pistols' punk rock journey.), Movie 3679:The Decline of Western Civilization (Genres: Documentary, Music; Language: en; Overview: Film explores 1980 Los Angeles punk scene featuring iconic bands.), Movie 3811:Breaker Morant (Genres: Drama, History, War; Language: en; Overview: Australian lieutenants trialed for shooting Boer prisoners; defense challenges.)
  There are 10 Candidates for recommendation: Movie 2509:Eight Days a Week (Genres: Comedy, Drama, Romance; Language: en; Overview: Peter camps on Erica's lawn to win her affection.),, Movie 589:Terminator 2: Judgment Day (Genres: Action, Thriller, Science Fiction; Language: en; Overview: John Connor is targeted; a protector is sent to save.),, Movie 3136:The James Dean Story (Genres: Documentary; Language: en; Overview: Documentary explores James Dean's life through photographs and interviews.),, Movie 3852:The Tao of Steve (Genres: Comedy, Romance; Language: en; Overview: Underachieving teacher Dex reevaluates seduction after meeting a woman.), Movie 3748:The Match (Genres: Comedy, Romance; Language: en; Overview: Romantic comedy about a pub football match for closure prize.),, Movie 2011:Back to the Future Part II (Genres: Adventure, Comedy, Family, Science Fiction; Language: en; Overview: Marty and Doc time travel to 2015, facing familiar challenges.),, Movie 3580:Up at the Villa (Genres: Drama, Romance; Language: en; Overview: Superficial characters transformed by circumstance in pre-WWII Florence drama.),, Movie 3788:Blow-Up (Genres: Drama, Mystery, Thriller; Language: en; Overview: Mod photographer discovers murder in his mundane London life.),, Movie 1404:Night Falls on Manhattan (Genres: Drama, Crime; Language: en; Overview: District attorney uncovers police corruption involving his father, partner.),, Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.),
  
  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 2509 - Reason: This romantic comedy blends humor and love, appealing to the user's interest in character-driven stories, similar to the dynamics in "The Graduate."
  
  Rank 2: Movie 589 - Reason: The action and science fiction elements provide an engaging, thrilling experience that aligns with the user's taste for intense narratives, as seen in "The Deer Hunter."
  
  Rank 3: Movie 2011 - Reason: The adventure and comedy aspects, along with a nostalgic time travel theme, resonate with the user’s appreciation for clever storytelling found in their watched films.
  
  Rank 4: Movie 3136 - Reason: This documentary explores the life of a cultural icon, paralleling the user's interest in biographical narratives seen in "The Haunted World of Edward D. Wood, Jr."
  
  Rank 5: Movie 3580 - Reason: The romantic drama set against a historical backdrop aligns with the user’s preference for depth in character relationships as displayed in "The Best Years of Our Lives."
  
  Rank 6: Movie 1404 - Reason: This crime drama delves into moral complexity and personal conflict, reflecting the user's interest in serious narratives similar to "Stalag 17."
  
  Rank 7: Movie 3748 - Reason: The comedic and romantic elements centered around a sports theme may appeal to the user's light-hearted side while still providing emotional stakes.
  
  Rank 8: Movie 3362 - Reason: The crime and drama elements, coupled with a focus on personal motivations, align with the user’s taste for stories with intense character arcs like "Breaker Morant."
  
  Rank 9: Movie 3788 - Reason: This mystery thriller captivates with its layered storytelling, resonating with the user’s preference for thought-provoking cinema seen in "The Deer Hunter."
  
  Rank 10: Movie 3852 - Reason: The comedic and romantic elements reflect a light approach to relationships, appealing to the user’s interest in romance as depicted in "The Graduate."
rejected: Rank 1: Movie 3362 - Reason: The crime and drama elements, coupled with a focus on personal motivations, align with the user’s taste for stories with intense character arcs like "Breaker Morant."
  Rank 2: Movie 3748 - Reason: The comedic and romantic elements centered around a sports theme may appeal to the user's light-hearted side while still providing emotional stakes.
  Rank 3: Movie 2011 - Reason: The adventure and comedy aspects, along with a nostalgic time travel theme, resonate with the user’s appreciation for clever storytelling found in their watched films.
  Rank 4: Movie 3136 - Reason: This documentary explores the life of a cultural icon, paralleling the user's interest in biographical narratives seen in "The Haunted World of Edward D. Wood, Jr."
  Rank 5: Movie 3788 - Reason: This mystery thriller captivates with its layered storytelling, resonating with the user’s preference for thought-provoking cinema seen in "The Deer Hunter."
  Rank 6: Movie 3852 - Reason: The comedic and romantic elements reflect a light approach to relationships, appealing to the user’s interest in romance as depicted in "The Graduate."
  Rank 7: Movie 589 - Reason: The action and science fiction elements provide an engaging, thrilling experience that aligns with the user's taste for intense narratives, as seen in "The Deer Hunter."
  Rank 8: Movie 1404 - Reason: This crime drama delves into moral complexity and personal conflict, reflecting the user's interest in serious narratives similar to "Stalag 17."
  Rank 9: Movie 3580 - Reason: The romantic drama set against a historical backdrop aligns with the user’s preference for depth in character relationships as displayed in "The Best Years of Our Lives."
  Rank 10: Movie 2509 - Reason: This romantic comedy blends humor and love, appealing to the user's interest in character-driven stories, similar to the dynamics in "The Graduate."