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 508:Philadelphia (Genres: Drama; Language: en; Overview: Two lawyers unite against AIDS discrimination, overcoming prejudice and corruption.), Movie 1304:Butch Cassidy and the Sundance Kid (Genres: History, Drama, Western, Crime; Language: en; Overview: Butch Cassidy and Sundance Kid flee to South America from law.), Movie 2023:The Godfather: Part III (Genres: Crime, Drama, Thriller; Language: en; Overview: Michael Corleone seeks forgiveness while mentoring a young protege.), Movie 2492:20 Dates (Genres: Romance, Comedy; Language: en; Overview: Divorced Myles seeks love while filming 20 dates for career.), Movie 2707:Arlington Road (Genres: Drama, Thriller, Mystery; Language: en; Overview: College professor's paranoia escalates with unsettling new neighbors' arrival.), Movie 2947:Goldfinger (Genres: Adventure, Action, Thriller; Language: en; Overview: James Bond battles a villain to protect Fort Knox and economy.), Movie 2966:The Straight Story (Genres: Drama; Language: en; Overview: Alvin Straight travels on a lawn mower to reconcile with brother.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3114:Toy Story 2 (Genres: Animation, Comedy, Family; Language: en; Overview: Andy leaves for camp; toys rescue Woody from collector Al.), Movie 3635:The Spy Who Loved Me (Genres: Adventure, Action, Thriller; Language: en; Overview: Submarines vanish; Bond investigates while KGB pursues the mystery.)
  There are 10 Candidates for recommendation: Movie 2865:Sugar Town (Genres: Comedy; Language: en; Overview: Gwen navigates love, ambition, and drugs in L.A. rock scene.),, Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.),, Movie 2406:Romancing the Stone (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Novelist Joan Wilder's adventure begins with a mysterious ransom package.),, Movie 502:The Next Karate Kid (Genres: Adventure; Language: en; Overview: Mr. Miyagi teaches karate to help troubled teenager Julie heal.),, Movie 2993:Thunderball (Genres: Adventure, Action, Thriller; Language: en; Overview: Criminals demand ransom for nuclear bombs; Bond must intervene.),, Movie 2280:Clay Pigeons (Genres: Comedy, Crime, Drama, Thriller; Language: en; Overview: Clay feels guilt after witnessing his friend's suicide and resists.),, Movie 3478:La Bamba (Genres: Drama, Music; Language: en; Overview: Ritchie Valens' rise to fame tragically ended in a crash.),, Movie 3639:The Man with the Golden Gun (Genres: Adventure, Action, Thriller; Language: en; Overview: A golden bullet from Scaramanga targets Bond's mission to stop him.), Movie 3254:Wayne's World 2 (Genres: Music, Comedy; Language: en; Overview: Wayne and Garth host "Waynestock" concert amid relationship troubles.),, Movie 296:Pulp Fiction (Genres: Thriller, Crime; Language: en; Overview: Burger-loving hitman, partner, gangster's moll, boxer in comedic crime caper.),
  
  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 2028 - Reason: This movie features intense drama and historical themes, similar to the user's interest in movies like "Philadelphia" and "The Godfather: Part III".
  
  Rank 2: Movie 296 - Reason: The intertwining crime and thriller elements align with the user's appreciation for complex narratives, as seen in "Butch Cassidy and the Sundance Kid".
  
  Rank 3: Movie 2993 - Reason: This adventure-packed action film resonates with the user's enjoyment of thrillers like "Goldfinger" and "The Spy Who Loved Me".
  
  Rank 4: Movie 3254 - Reason: The comedic elements and music theme provide a light-hearted contrast that complements the user's diverse interests, including comedy as seen in "20 Dates".
  
  Rank 5: Movie 2280 - Reason: The blend of crime, drama, and thriller aligns well with the user's taste for thought-provoking stories, similar to "Arlington Road".
  
  Rank 6: Movie 2865 - Reason: This comedy about navigating love and ambition fits the user's interest in character-driven narratives, akin to "Being John Malkovich".
  
  Rank 7: Movie 3478 - Reason: The biographical drama about Ritchie Valens connects with the user's preference for heartfelt stories, as seen in "The Straight Story".
  
  Rank 8: Movie 502 - Reason: The adventure aspect coupled with a coming-of-age story appeals to the user's enjoyment of character development, similar to themes in "Toy Story 2".
  
  Rank 9: Movie 2406 - Reason: The action-adventure mix along with a romantic plot resonates with the user's interest in films that combine genres, akin to "Romancing the Stone".
  
  Rank 10: Movie 3639 - Reason: This installment of the Bond series maintains the user's interest in action and thriller genres, similar to their enjoyment of "Goldfinger".
rejected: Rank 1: Movie 2028 - Reason: This movie features intense drama and historical themes, similar to the user's interest in movies like "Philadelphia" and "The Godfather: Part III".
  Rank 2: Movie 3639 - Reason: This installment of the Bond series maintains the user's interest in action and thriller genres, similar to their enjoyment of "Goldfinger".
  Rank 3: Movie 502 - Reason: The adventure aspect coupled with a coming-of-age story appeals to the user's enjoyment of character development, similar to themes in "Toy Story 2".
  Rank 4: Movie 2280 - Reason: The blend of crime, drama, and thriller aligns well with the user's taste for thought-provoking stories, similar to "Arlington Road".
  Rank 5: Movie 2993 - Reason: This adventure-packed action film resonates with the user's enjoyment of thrillers like "Goldfinger" and "The Spy Who Loved Me".
  Rank 6: Movie 2865 - Reason: This comedy about navigating love and ambition fits the user's interest in character-driven narratives, akin to "Being John Malkovich".
  Rank 7: Movie 2406 - Reason: The action-adventure mix along with a romantic plot resonates with the user's interest in films that combine genres, akin to "Romancing the Stone".
  Rank 8: Movie 3254 - Reason: The comedic elements and music theme provide a light-hearted contrast that complements the user's diverse interests, including comedy as seen in "20 Dates".
  Rank 9: Movie 296 - Reason: The intertwining crime and thriller elements align with the user's appreciation for complex narratives, as seen in "Butch Cassidy and the Sundance Kid".
  Rank 10: Movie 3478 - Reason: The biographical drama about Ritchie Valens connects with the user's preference for heartfelt stories, as seen in "The Straight Story".