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 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 1293:Gandhi (Genres: Drama, History; Language: en; Overview: Gandhi advocates nonviolent resistance for Indian independence from Britain.), Movie 2181:Marnie (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Marnie, a thief, is blackmailed by her boss, Mark.), Movie 2734:The Mosquito Coast (Genres: Adventure, Drama; Language: en; Overview: Inventor Allie Fox seeks utopia in Belize, facing disastrous challenges.), Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.), Movie 3359:Breaking Away (Genres: Drama, Comedy; Language: en; Overview: Dave graduates high school, dreams of racing bikes, embraces Italian culture.), Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.), Movie 3468:The Hustler (Genres: Drama; Language: en; Overview: Fast Eddie challenges Minnesota Fats, risking everything with bravado.), 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 1773:Tokyo Fist (Genres: Romance, Action, Drama, Thriller; Language: ja; Overview: Businessman suspects friend's affair, trains hard, resulting in violent confrontation.),, Movie 1678:The Joy Luck Club (Genres: Drama; Language: en; Overview: Four Chinese-American women and their mothers explore past relationships.),, Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.),, Movie 1632:A Smile Like Yours (Genres: Comedy, Romance; Language: en; Overview: Couple struggles with infertility in this comedic exploration of parenthood.),, Movie 2511:The Long Goodbye (Genres: Thriller, Crime, Drama, Mystery; Language: en; Overview: Detective Marlowe investigates to clear a friend's murder accusation.),, Movie 25:Leaving Las Vegas (Genres: Drama, Romance; Language: en; Overview: Alcoholic screenwriter meets prostitute in Las Vegas; forms uneasy friendship.),, Movie 2022:The Last Temptation of Christ (Genres: Drama; Language: en; Overview: Jesus, a reluctant savior, struggles with love, doubt, and destiny.),, Movie 3143:Hell in the Pacific (Genres: Drama, War; Language: en; Overview: American pilot and Japanese captain cooperate to escape deserted island.),, Movie 543:So I Married an Axe Murderer (Genres: Comedy, Crime, Romance; Language: en; Overview: Charlie falls for butcher; parents suspect her of murder.),, Movie 3331:My Tutor (Genres: Comedy, Drama, Romance; Language: en; Overview: Bobby struggles in French; tutor helps him navigate summer challenges.)
  
  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 3331 - Reason: This movie features a blend of comedy and drama centered around a young man's personal growth, resonating with the user's interest in character-driven narratives as seen in "Breaking Away."
  
  Rank 2: Movie 1678 - Reason: The exploration of familial relationships and cultural identity in this drama aligns with the user's preference for deep, character-focused stories, evident in "Gandhi."
  
  Rank 3: Movie 2022 - Reason: This film's dramatic and religious themes of struggle and doubt connect with the user's appreciation for complex narratives like those in "The Graduate."
  
  Rank 4: Movie 1953 - Reason: The thrilling pursuit of crime and action mirrors the user's enjoyment of suspenseful storytelling as seen in "From Russia with Love."
  
  Rank 5: Movie 543 - Reason: The blend of comedy and crime with a romantic twist appeals to the user’s taste for humorous yet engaging storylines, similar to "Dog Day Afternoon."
  
  Rank 6: Movie 2511 - Reason: This mystery drama involving crime and investigation aligns with the user's interest in thrillers like "Marnie."
  
  Rank 7: Movie 1773 - Reason: The intense emotional and physical journey of the characters resonates with the user's taste for dramatic and action-packed narratives as seen in "The Mosquito Coast."
  
  Rank 8: Movie 1632 - Reason: The comedic exploration of parenthood and relationship struggles reflects the user's enjoyment of romantic comedies, similar to themes in "Back to the Future."
  
  Rank 9: Movie 3143 - Reason: The war drama's themes of cooperation and survival resonate with the user's appreciation for serious and impactful storytelling found in "The Guns of Navarone."
  
  Rank 10: Movie 25 - Reason: The complex friendship between deeply flawed characters parallels the user’s interest in dramatic and romantic narratives as displayed in "The Graduate."
rejected: Rank 1: Movie 543 - Reason: The blend of comedy and crime with a romantic twist appeals to the user’s taste for humorous yet engaging storylines, similar to "Dog Day Afternoon."
  Rank 2: Movie 3143 - Reason: The war drama's themes of cooperation and survival resonate with the user's appreciation for serious and impactful storytelling found in "The Guns of Navarone."
  Rank 3: Movie 2511 - Reason: This mystery drama involving crime and investigation aligns with the user's interest in thrillers like "Marnie."
  Rank 4: Movie 1953 - Reason: The thrilling pursuit of crime and action mirrors the user's enjoyment of suspenseful storytelling as seen in "From Russia with Love."
  Rank 5: Movie 3331 - Reason: This movie features a blend of comedy and drama centered around a young man's personal growth, resonating with the user's interest in character-driven narratives as seen in "Breaking Away."
  Rank 6: Movie 1632 - Reason: The comedic exploration of parenthood and relationship struggles reflects the user's enjoyment of romantic comedies, similar to themes in "Back to the Future."
  Rank 7: Movie 25 - Reason: The complex friendship between deeply flawed characters parallels the user’s interest in dramatic and romantic narratives as displayed in "The Graduate."
  Rank 8: Movie 1773 - Reason: The intense emotional and physical journey of the characters resonates with the user's taste for dramatic and action-packed narratives as seen in "The Mosquito Coast."
  Rank 9: Movie 1678 - Reason: The exploration of familial relationships and cultural identity in this drama aligns with the user's preference for deep, character-focused stories, evident in "Gandhi."
  Rank 10: Movie 2022 - Reason: This film's dramatic and religious themes of struggle and doubt connect with the user's appreciation for complex narratives like those in "The Graduate."