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 52:Mighty Aphrodite (Genres: Comedy, Romance; Language: en; Overview: Father seeks son's mother, aiming to reform her lifestyle.), Movie 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.), Movie 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.), Movie 1228:Raging Bull (Genres: Drama; Language: en; Overview: Jake LaMotta's rage fuels boxing success, isolates him from family.), Movie 1885:The Opposite of Sex (Genres: Comedy, Drama; Language: en; Overview: Teen seduces half-brother's boyfriend, causing chaos in their lives.), Movie 2739:The Color Purple (Genres: Drama; Language: en; Overview: Celie endures abuse, seeks love, and dreams of reunion.), Movie 3456:The Color of Paradise (Genres: Drama, Family; Language: fa; Overview: Blind boy Mohammed's father struggles with shame, takes him home.), Movie 3471:Close Encounters of the Third Kind (Genres: Science Fiction, Drama; Language: en; Overview: UFO encounter compels worker to wilderness for a spectacular event.), Movie 3552:Caddyshack (Genres: Comedy; Language: en; Overview: Ambitious caddy Danny seeks scholarship by winning elitist Judge's tournament.), Movie 3868:The Naked Gun: From the Files of Police Squad! (Genres: Comedy, Crime; Language: en; Overview: Officer Frank Drebin uncovers assassination plot against Queen Elizabeth.)
  There are 10 Candidates for recommendation: Movie 3883:Catfish in Black Bean Sauce (Genres: Drama, Comedy; Language: en; Overview: African American couple adopts Vietnamese orphans; identity and relationships explored.),, Movie 2312:Children of a Lesser God (Genres: Drama, Romance; Language: en; Overview: New teacher loves deaf student; she initially resists his advances.),, Movie 3896:The Way of the Gun (Genres: Action, Crime, Drama, Thriller; Language: en; Overview: Parker and Longbaugh seek a big score beyond petty crime.), Movie 1230:Annie Hall (Genres: Comedy, Drama, Romance; Language: en; Overview: Comedian Alvy Singer falls for quirky Annie Hall in New York.),, Movie 1096:Sophie's Choice (Genres: Drama, Romance; Language: en; Overview: Meryl Streep plays Sophie, a Polish immigrant in Brooklyn.),, Movie 2973:Crimes and Misdemeanors (Genres: Comedy, Drama; Language: en; Overview: Ophthalmologist's affair exposed; filmmaker captivated by another woman.),, Movie 3605:King Creole (Genres: Drama, Action, Music, Romance; Language: en; Overview: Danny Fisher, aspiring performer, faces crime boss's persistent pressure.),, Movie 3396:The Muppet Movie (Genres: Adventure, Comedy, Family; Language: en; Overview: Kermit pursues Hollywood dreams, gathering friends while evading danger.),, Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.),, Movie 2819:Three Days of the Condor (Genres: Action, Thriller, Mystery; Language: en; Overview: CIA researcher survives after colleagues' deaths, seeking trust and truth.),
  
  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 3883 - Reason: This movie blends drama and comedy while exploring identity and relationships, which resonates with the user's interest in character-driven narratives as seen in "The Color Purple" and "The Opposite of Sex."  
  Rank 2: Movie 3605 - Reason: The mix of drama, action, and romance, along with an aspiring performer theme, aligns with the user's appreciation for stories of personal struggle and ambition, similar to "Mighty Aphrodite."  
  Rank 3: Movie 1968 - Reason: This film features a blend of comedy and drama, focusing on diverse characters in a high school setting, mirroring themes found in "Caddyshack" and "The Naked Gun."  
  Rank 4: Movie 2819 - Reason: The action and thriller elements combined with a mystery plot align with the user's interest in intense narratives, as showcased in "Die Hard."  
  Rank 5: Movie 3896 - Reason: This movie's action, crime, and thriller aspects cater to the user's taste for gripping narratives, akin to their experience with "Trainspotting."  
  Rank 6: Movie 3396 - Reason: The adventure and comedy mix, along with family themes, matches the user's enjoyment of light-hearted yet meaningful stories, similar to "Caddyshack."  
  Rank 7: Movie 2973 - Reason: This film's combination of comedy and drama explores complex human relationships, resonating with the user's preference for character exploration in movies like "Raging Bull."  
  Rank 8: Movie 2312 - Reason: The romantic elements alongside a drama about communication barriers align well with the user's appreciation for deep emotional stories, similar to "The Color Purple."  
  Rank 9: Movie 1096 - Reason: This drama and romance film touches on themes of loss and choices, which are reflective of the user's interest in emotional, character-driven stories as seen in "Raging Bull."  
  Rank 10: Movie 1230 - Reason: The blend of comedy and romance, along with a quirky New York setting, appeals to the user's taste for light-hearted yet profound narratives, similar to "Mighty Aphrodite."
rejected: Rank 1: Movie 3883 - Reason: This movie blends drama and comedy while exploring identity and relationships, which resonates with the user's interest in character-driven narratives as seen in "The Color Purple" and "The Opposite of Sex."  
  Rank 2: Movie 3605 - Reason: The mix of drama, action, and romance, along with an aspiring performer theme, aligns with the user's appreciation for stories of personal struggle and ambition, similar to "Mighty Aphrodite."  
  Rank 3: Movie 2973 - Reason: This film's combination of comedy and drama explores complex human relationships, resonating with the user's preference for character exploration in movies like "Raging Bull."  
  Rank 4: Movie 3396 - Reason: The adventure and comedy mix, along with family themes, matches the user's enjoyment of light-hearted yet meaningful stories, similar to "Caddyshack."  
  Rank 5: Movie 2819 - Reason: The action and thriller elements combined with a mystery plot align with the user's interest in intense narratives, as showcased in "Die Hard."  
  Rank 6: Movie 1096 - Reason: This drama and romance film touches on themes of loss and choices, which are reflective of the user's interest in emotional, character-driven stories as seen in "Raging Bull."  
  Rank 7: Movie 1968 - Reason: This film features a blend of comedy and drama, focusing on diverse characters in a high school setting, mirroring themes found in "Caddyshack" and "The Naked Gun."  
  Rank 8: Movie 1230 - Reason: The blend of comedy and romance, along with a quirky New York setting, appeals to the user's taste for light-hearted yet profound narratives, similar to "Mighty Aphrodite."
  Rank 9: Movie 2312 - Reason: The romantic elements alongside a drama about communication barriers align well with the user's appreciation for deep emotional stories, similar to "The Color Purple."  
  Rank 10: Movie 3896 - Reason: This movie's action, crime, and thriller aspects cater to the user's taste for gripping narratives, akin to their experience with "Trainspotting."  