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 902:Breakfast at Tiffany's (Genres: Comedy, Drama, Romance; Language: en; Overview: Holly and Paul fall in love; her past complicates romance.), Movie 1095:Glengarry Glen Ross (Genres: Crime, Drama, Mystery; Language: en; Overview: Four unscrupulous real estate agents resort to unethical tactics for sales.), Movie 1222:Full Metal Jacket (Genres: Drama, War; Language: en; Overview: Marine observes dehumanization of recruits during Vietnam War experiences.), Movie 1610:The Hunt for Red October (Genres: Action, Adventure, Thriller; Language: en; Overview: Soviet sub vanishes; U.S. Navy and CIA investigate possible intentions.), Movie 1913:Picnic at Hanging Rock (Genres: Thriller, Drama, Mystery; Language: en; Overview: Girls vanish mysteriously during a picnic at Hanging Rock.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2160:Rosemary's Baby (Genres: Horror, Drama, Mystery; Language: en; Overview: Couple moves in, Rosemary fears for her unborn baby's safety.), Movie 2351:Nights of Cabiria (Genres: Drama; Language: it; Overview: Cabiria seeks happiness after betrayal, facing life's harsh realities.), 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 3730:The Conversation (Genres: Crime, Drama, Mystery; Language: en; Overview: Surveillance expert becomes obsessed with a couple's cryptic conversation.)
  There are 10 Candidates for recommendation: Movie 2505:8MM (Genres: Thriller, Crime, Mystery; Language: en; Overview: Tom Welles' obsession with a film reel disrupts his life.),, Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.),, Movie 83:Once Upon a Time... When We Were Colored (Genres: Romance, Drama; Language: en; Overview: Afro-American community faces oppression, unity, joy, and pivotal decisions.),, Movie 1341:Burnt Offerings (Genres: Horror; Language: en; Overview: Family moves into strange house that magically repairs itself.),, Movie 1635:The Ice Storm (Genres: Drama; Language: en; Overview: Thanksgiving weekend chaos ensues for the troubled Hood family.),, Movie 2338:I Still Know What You Did Last Summer (Genres: Horror, Mystery, Thriller; Language: en; Overview: Murderer targets Julie and friends in Bahamas; Ray must save.),, Movie 2983:The Ipcress File (Genres: Thriller; Language: en; Overview: Harry Palmer investigates a traitor within British Intelligence's secret service.),, Movie 3334:Key Largo (Genres: Crime, Drama, Thriller; Language: en; Overview: Hurricane outside; mobster holds hotel guests hostage, creating inner turmoil.), Movie 1168:Bad Moon (Genres: Horror; Language: en; Overview: Man battles inner curse; family dog holds key to freedom.),, Movie 1096:Sophie's Choice (Genres: Drama, Romance; Language: en; Overview: Meryl Streep plays Sophie, a Polish immigrant in Brooklyn.),
  
  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 2983 - Reason: The espionage and mystery elements resonate with the user's interest in thrilling narratives, akin to "The Conversation" and "Glengarry Glen Ross".  
  Rank 2: Movie 1635 - Reason: This family drama explores complex relationships and emotional turmoil, aligning with the user's affinity for character-driven stories like "Breakfast at Tiffany's" and "The Breakfast Club".  
  Rank 3: Movie 1168 - Reason: The horror aspect combined with psychological themes appeals to the user's enjoyment of intense narratives, similar to "Rosemary's Baby".  
  Rank 4: Movie 2338 - Reason: This horror-thriller offers a mix of suspense and mystery, which aligns with the user's interest in films like "Picnic at Hanging Rock".  
  Rank 5: Movie 3334 - Reason: The crime and drama elements create a tense atmosphere, appealing to the user's preference for complex stories seen in "The Hunt for Red October".  
  Rank 6: Movie 1341 - Reason: The supernatural horror theme aligns with the user's interest in psychological tension found in "Rosemary's Baby".  
  Rank 7: Movie 83 - Reason: This film's exploration of romance and community resonates with the emotional depth found in "Breakfast at Tiffany's".  
  Rank 8: Movie 1247 - Reason: The love triangle and generational conflict connect with the user's appreciation for romantic dramas, similar to "Breakfast at Tiffany's".  
  Rank 9: Movie 2505 - Reason: The psychological thriller aspect matches the user's taste for intense narratives, as exhibited in "The Hunt for Red October".  
  Rank 10: Movie 1096 - Reason: The emotional and dramatic storytelling aligns with the user's interest in heartfelt narratives like "The Breakfast Club".
rejected: Rank 1: Movie 1247 - Reason: The love triangle and generational conflict connect with the user's appreciation for romantic dramas, similar to "Breakfast at Tiffany's".  
  Rank 2: Movie 3334 - Reason: The crime and drama elements create a tense atmosphere, appealing to the user's preference for complex stories seen in "The Hunt for Red October".  
  Rank 3: Movie 2338 - Reason: This horror-thriller offers a mix of suspense and mystery, which aligns with the user's interest in films like "Picnic at Hanging Rock".  
  Rank 4: Movie 1168 - Reason: The horror aspect combined with psychological themes appeals to the user's enjoyment of intense narratives, similar to "Rosemary's Baby".  
  Rank 5: Movie 1341 - Reason: The supernatural horror theme aligns with the user's interest in psychological tension found in "Rosemary's Baby".  
  Rank 6: Movie 1635 - Reason: This family drama explores complex relationships and emotional turmoil, aligning with the user's affinity for character-driven stories like "Breakfast at Tiffany's" and "The Breakfast Club".  
  Rank 7: Movie 83 - Reason: This film's exploration of romance and community resonates with the emotional depth found in "Breakfast at Tiffany's".  
  Rank 8: Movie 2983 - Reason: The espionage and mystery elements resonate with the user's interest in thrilling narratives, akin to "The Conversation" and "Glengarry Glen Ross".  
  Rank 9: Movie 1096 - Reason: The emotional and dramatic storytelling aligns with the user's interest in heartfelt narratives like "The Breakfast Club".
  Rank 10: Movie 2505 - Reason: The psychological thriller aspect matches the user's taste for intense narratives, as exhibited in "The Hunt for Red October".  