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 162:Crumb (Genres: Documentary; Language: en; Overview: Film explores R. Crumb's life, art, and underground comix legacy.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 529:Searching for Bobby Fischer (Genres: Drama; Language: en; Overview: Prepubescent chess prodigy resists hardening to emulate Bobby Fischer.), Movie 1148:The Wrong Trousers (Genres: Animation, Comedy, Family; Language: en; Overview: Gromit thwarts a criminal penguin's robbery plan with ingenuity.), Movie 1257:Better Off Dead... (Genres: Comedy; Language: en; Overview: Lane struggles with heartbreak, attempts suicide, and finds new love.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 3098:The Natural (Genres: Drama; Language: en; Overview: Roy Hobbs revives a failing baseball team with magical abilities.), Movie 3317:Wonder Boys (Genres: Comedy, Drama; Language: en; Overview: Grady, an unproductive professor, faces misadventures with a young author.), Movie 3671:Blazing Saddles (Genres: Western, Comedy; Language: en; Overview: Town named Johnson faces railroad threat; new black sheriff appointed.)
  There are 10 Candidates for recommendation: Movie 156:Blue in the Face (Genres: Comedy; Language: en; Overview: Auggie’s Brooklyn shop attracts locals for cigarettes and conversation.),, Movie 3801:Anatomy of a Murder (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Small-town lawyer battles city prosecutor in a murder trial.),, Movie 471:The Hudsucker Proxy (Genres: Comedy, Drama; Language: en; Overview: Naive graduate becomes president of company involved in stock scam.),, Movie 3680:The Decline of Western Civilization Part II: The Metal Years (Genres: Documentary, Music; Language: en; Overview: Explores LA's glam metal scene with interviews and concert footage.),, Movie 235:Ed Wood (Genres: Comedy, Drama, History; Language: en; Overview: The worst director's journey creating B-movies with quirky friends.),, Movie 2116:The Lord of the Rings (Genres: Fantasy, Drama, Animation, Adventure; Language: en; Overview: Fellowship journeys to destroy One Ring and defeat Sauron.),, 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.), Movie 1171:Bob Roberts (Genres: Comedy, Drama; Language: en; Overview: Mockumentary explores a Senate candidate's media manipulation through music.),, Movie 2064:Roger & Me (Genres: Documentary, History; Language: en; Overview: Documentary on Flint GM plant closure, job loss, and interviews.),, Movie 2009:Soylent Green (Genres: Mystery, Science Fiction, Thriller; Language: en; Overview: Detective uncovers state secret, targeted for murder in overpopulated Earth.),
  
  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 2116 - Reason: This epic fantasy adventure combines drama and adventure elements, appealing to the user's appreciation for deep, character-driven narratives as seen in "The Shawshank Redemption" and "Good Will Hunting."  
  Rank 2: Movie 156 - Reason: The comedic elements and slice-of-life storytelling resonate with the user's enjoyment of character-focused comedies like "The Breakfast Club" and "Better Off Dead...".  
  Rank 3: Movie 2009 - Reason: This film's mystery and science fiction themes align with the user's interest in thought-provoking narratives, similar to the complex character studies in "Searching for Bobby Fischer."  
  Rank 4: Movie 1171 - Reason: The mockumentary style and social commentary connect with the user's taste for films that explore human behavior and societal issues, much like "Crumb."  
  Rank 5: Movie 2064 - Reason: This documentary captures social and economic issues, paralleling the user's interest in real-life stories reflected in "Crumb" and "The Shawshank Redemption."  
  Rank 6: Movie 3868 - Reason: The blend of comedy and crime in a whimsical setting matches the user's enjoyment of clever humor found in "Blazing Saddles" and "The Naked Gun" series.  
  Rank 7: Movie 3680 - Reason: This documentary focuses on a specific cultural scene, which aligns with the user's enjoyment of insightful documentaries like "Roger & Me."  
  Rank 8: Movie 235 - Reason: The comedic and dramatic exploration of an eccentric filmmaker resonates with the user's appreciation for quirky narratives as seen in "Wonder Boys."  
  Rank 9: Movie 471 - Reason: The mix of comedy and drama with a satirical take on corporate life aligns with the user's interest in offbeat humor and social critiques found in "Better Off Dead...".  
  Rank 10: Movie 3801 - Reason: The courtroom drama and intricate storytelling reflect the user's appreciation for complex narratives, similar to "The Shawshank Redemption."
rejected: Rank 1: Movie 3680 - Reason: This documentary focuses on a specific cultural scene, which aligns with the user's enjoyment of insightful documentaries like "Roger & Me."  
  Rank 2: Movie 2064 - Reason: This documentary captures social and economic issues, paralleling the user's interest in real-life stories reflected in "Crumb" and "The Shawshank Redemption."  
  Rank 3: Movie 471 - Reason: The mix of comedy and drama with a satirical take on corporate life aligns with the user's interest in offbeat humor and social critiques found in "Better Off Dead...".  
  Rank 4: Movie 3801 - Reason: The courtroom drama and intricate storytelling reflect the user's appreciation for complex narratives, similar to "The Shawshank Redemption."
  Rank 5: Movie 2116 - Reason: This epic fantasy adventure combines drama and adventure elements, appealing to the user's appreciation for deep, character-driven narratives as seen in "The Shawshank Redemption" and "Good Will Hunting."  
  Rank 6: Movie 156 - Reason: The comedic elements and slice-of-life storytelling resonate with the user's enjoyment of character-focused comedies like "The Breakfast Club" and "Better Off Dead...".  
  Rank 7: Movie 2009 - Reason: This film's mystery and science fiction themes align with the user's interest in thought-provoking narratives, similar to the complex character studies in "Searching for Bobby Fischer."  
  Rank 8: Movie 3868 - Reason: The blend of comedy and crime in a whimsical setting matches the user's enjoyment of clever humor found in "Blazing Saddles" and "The Naked Gun" series.  
  Rank 9: Movie 235 - Reason: The comedic and dramatic exploration of an eccentric filmmaker resonates with the user's appreciation for quirky narratives as seen in "Wonder Boys."  
  Rank 10: Movie 1171 - Reason: The mockumentary style and social commentary connect with the user's taste for films that explore human behavior and societal issues, much like "Crumb."  