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 905:It Happened One Night (Genres: Comedy, Romance; Language: en; Overview: Ellie escapes marriage, teams up with reporter for return journey.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 951:His Girl Friday (Genres: Comedy, Drama; Language: en; Overview: Hildy announces engagement; Walter sabotages fiancé to win her back.), Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.), Movie 1221:The Godfather: Part II (Genres: Drama, Crime; Language: en; Overview: Vito grows up; Michael expands Corleone family business globally.), 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 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 3334:Key Largo (Genres: Crime, Drama, Thriller; Language: en; Overview: Hurricane outside; mobster holds hotel guests hostage, creating inner turmoil.), Movie 3362:Dog Day Afternoon (Genres: Crime, Drama, Thriller; Language: en; Overview: Man robs bank for lover's operation; chaos ensues with hostages.), 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 458:Geronimo: An American Legend (Genres: History, Action, Drama, Western; Language: en; Overview: Geronimo leads Apache warriors against government after broken promises.),, Movie 3901:Duets (Genres: Comedy, Drama, Music; Language: en; Overview: Duets is a comedy about karaoke and a national competition.), Movie 3303:Black Tar Heroin: The Dark End of the Street (Genres: Documentary; Language: en; Overview: Film depicts drug degradation of five youths over three years.),, Movie 1276:Cool Hand Luke (Genres: Crime, Drama; Language: en; Overview: Rebellious inmate Luke Jackson inspires fellow convicts despite harsh punishment.),, Movie 2972:Red Sorghum (Genres: Drama, War; Language: zh; Overview: Leper dies; wife and lover establish community, resist invaders.),, Movie 1961:Rain Man (Genres: Drama; Language: en; Overview: Selfish Charlie discovers brother Raymond's fortune during cross-country journey.),, Movie 2250:Men Don't Leave (Genres: Drama; Language: en; Overview: Widow Beth struggles with debt, survival, and finding stability.),, Movie 2663:It Came from Beneath the Sea (Genres: Horror, Science Fiction; Language: en; Overview: Giant Octopus, mutated by radiation, terrorizes California Coast from Mindanao.),, Movie 2785:Tales of Terror (Genres: Thriller, Comedy, Horror, Mystery; Language: en; Overview: Three Edgar Allan Poe adaptations exploring death, guilt, and consequences.),, Movie 1728:The Winter Guest (Genres: Drama; Language: en; Overview: Interactions among characters revolve around a symbolic frozen sea.),
  
  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 2250 - Reason: This drama explores themes of struggle and resilience, aligning with the user's interest in character-driven narratives as seen in movies like "Saving Private Ryan" and "The Godfather: Part II."  
  Rank 2: Movie 3303 - Reason: The documentary delves into the harsh realities of addiction, which resonates with the user's preference for intense and thought-provoking stories, similar to the dramatic elements in "Dog Day Afternoon."  
  Rank 3: Movie 1961 - Reason: The brotherly connection and personal journey in this drama reflect the emotional depth found in the user's favorites such as "His Girl Friday" and "It Happened One Night."  
  Rank 4: Movie 2785 - Reason: This film's mix of thriller, comedy, and mystery elements appeals to the user's enjoyment of complex narratives, similar to "North by Northwest."  
  Rank 5: Movie 1728 - Reason: The interactions among characters in this drama emphasize emotional and relational dynamics, which aligns with the user's appreciation for character exploration in films like "The Godfather: Part II."  
  Rank 6: Movie 2972 - Reason: Set against a backdrop of war and survival, this drama matches the user's interest in historical narratives as seen in "Saving Private Ryan" and "Breaker Morant."  
  Rank 7: Movie 1276 - Reason: This crime drama's themes of rebellion and camaraderie resonate with the user's enjoyment of character-driven stories present in "Butch Cassidy and the Sundance Kid."  
  Rank 8: Movie 2663 - Reason: The horror and science fiction elements provide a thrilling experience that complements the user's engagement with intense narratives like "North by Northwest."  
  Rank 9: Movie 458 - Reason: The historical context and action elements cater to the user's interest in stories about struggle and leadership, similar to "Raiders of the Lost Ark."  
  Rank 10: Movie 3901 - Reason: This comedy-drama about relationships and music connects to the user's appreciation for character interactions as seen in "His Girl Friday."
rejected: Rank 1: Movie 2663 - Reason: The horror and science fiction elements provide a thrilling experience that complements the user's engagement with intense narratives like "North by Northwest."  
  Rank 2: Movie 3901 - Reason: This comedy-drama about relationships and music connects to the user's appreciation for character interactions as seen in "His Girl Friday."
  Rank 3: Movie 1728 - Reason: The interactions among characters in this drama emphasize emotional and relational dynamics, which aligns with the user's appreciation for character exploration in films like "The Godfather: Part II."  
  Rank 4: Movie 458 - Reason: The historical context and action elements cater to the user's interest in stories about struggle and leadership, similar to "Raiders of the Lost Ark."  
  Rank 5: Movie 2972 - Reason: Set against a backdrop of war and survival, this drama matches the user's interest in historical narratives as seen in "Saving Private Ryan" and "Breaker Morant."  
  Rank 6: Movie 2785 - Reason: This film's mix of thriller, comedy, and mystery elements appeals to the user's enjoyment of complex narratives, similar to "North by Northwest."  
  Rank 7: Movie 3303 - Reason: The documentary delves into the harsh realities of addiction, which resonates with the user's preference for intense and thought-provoking stories, similar to the dramatic elements in "Dog Day Afternoon."  
  Rank 8: Movie 2250 - Reason: This drama explores themes of struggle and resilience, aligning with the user's interest in character-driven narratives as seen in movies like "Saving Private Ryan" and "The Godfather: Part II."  
  Rank 9: Movie 1961 - Reason: The brotherly connection and personal journey in this drama reflect the emotional depth found in the user's favorites such as "His Girl Friday" and "It Happened One Night."  
  Rank 10: Movie 1276 - Reason: This crime drama's themes of rebellion and camaraderie resonate with the user's enjoyment of character-driven stories present in "Butch Cassidy and the Sundance Kid."  