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 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.), Movie 1204:Lawrence of Arabia (Genres: Adventure, Drama, History, War; Language: en; Overview: T.E. Lawrence aids Arab revolt against Ottomans, struggles with instability.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1262:The Great Escape (Genres: Adventure, Drama, History, Thriller, War; Language: en; Overview: Nazis relocate prisoners; they plan ambitious escape during WWII.), Movie 1293:Gandhi (Genres: Drama, History; Language: en; Overview: Gandhi advocates nonviolent resistance for Indian independence from Britain.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 2804:A Christmas Story (Genres: Comedy, Family; Language: en; Overview: Young Ralph hilariously struggles to convince others about a B.B. gun.), Movie 2973:Crimes and Misdemeanors (Genres: Comedy, Drama; Language: en; Overview: Ophthalmologist's affair exposed; filmmaker captivated by another woman.), Movie 3358:Defending Your Life (Genres: Fantasy, Drama, Comedy; Language: en; Overview: In an afterlife, people prove worth by demonstrating courage in court.), Movie 3468:The Hustler (Genres: Drama; Language: en; Overview: Fast Eddie challenges Minnesota Fats, risking everything with bravado.)
  There are 10 Candidates for recommendation: Movie 3873:Cat Ballou (Genres: Comedy, Western; Language: en; Overview: Woman hires unexpected gunman for revenge against father's murderer.), Movie 1678:The Joy Luck Club (Genres: Drama; Language: en; Overview: Four Chinese-American women and their mothers explore past relationships.),, Movie 1876:Deep Impact (Genres: Action, Drama, Romance; Language: en; Overview: Asteroid threatens Earth; president sends astronaut team to stop it.),, Movie 3788:Blow-Up (Genres: Drama, Mystery, Thriller; Language: en; Overview: Mod photographer discovers murder in his mundane London life.),, Movie 1361:Paradise Lost: The Child Murders at Robin Hood Hills (Genres: Documentary, Drama; Language: en; Overview: Triple child murder leads to trial of three boys, questionable evidence.),, Movie 2268:A Few Good Men (Genres: Drama; Language: en; Overview: Military lawyers uncover hazing implicating high-ranking officials in murder case.),, Movie 2022:The Last Temptation of Christ (Genres: Drama; Language: en; Overview: Jesus, a reluctant savior, struggles with love, doubt, and destiny.),, Movie 1953:The French Connection (Genres: Action, Crime, Thriller; Language: en; Overview: Detective Doyle pursues a French dealer linked to heroin smuggling.),, Movie 1612:Kiss Me, Guido (Genres: Comedy; Language: en; Overview: Frankie leaves Bronx for Manhattan, seeking fame and housing.),, Movie 3450:Grumpy Old Men (Genres: Comedy, Family, Romance; Language: en; Overview: Neighbors feud over attractive widow, sparking rivalry and hijinks.),
  
  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 1953 - Reason: This movie combines action and crime elements, aligning with the user's interest in crime dramas like Bonnie and Clyde.  
  Rank 2: Movie 2022 - Reason: The dramatic and thought-provoking themes of struggle and destiny resonate with the user's appreciation for deep narratives, as seen in Gandhi and The Graduate.  
  Rank 3: Movie 1612 - Reason: The comedic elements and the protagonist's journey towards fame align with the user's interest in character-driven stories, as demonstrated by their history with Crimes and Misdemeanors.  
  Rank 4: Movie 3788 - Reason: This film's mystery and thriller aspects cater to the user's taste for suspenseful storytelling, similar to the tension found in The Great Escape.  
  Rank 5: Movie 3873 - Reason: The comedic and Western elements provide a light-hearted experience, appealing to the user's enjoyment of humorous narratives, as seen in A Christmas Story.  
  Rank 6: Movie 2268 - Reason: The intense drama and legal themes reflect the user's interest in significant moral dilemmas, similar to the complexity found in Lawrence of Arabia.  
  Rank 7: Movie 3450 - Reason: The family-oriented comedy and romance offer a charming dynamic that aligns with the user's enjoyment of character interactions, as seen in their history.  
  Rank 8: Movie 1361 - Reason: The documentary's focus on real-life events and dramatic storytelling matches the user's interest in historical and impactful narratives like Gandhi.  
  Rank 9: Movie 1876 - Reason: The action and dramatic stakes of an impending disaster resonate with the user's preference for thrilling plots, akin to the suspense in The Matrix.  
  Rank 10: Movie 1678 - Reason: The exploration of relationships and cultural identity aligns with the user's interest in character-driven dramas, similar to The Graduate and Crimes and Misdemeanors.
rejected: Rank 1: Movie 1678 - Reason: The exploration of relationships and cultural identity aligns with the user's interest in character-driven dramas, similar to The Graduate and Crimes and Misdemeanors.
  Rank 2: Movie 1361 - Reason: The documentary's focus on real-life events and dramatic storytelling matches the user's interest in historical and impactful narratives like Gandhi.  
  Rank 3: Movie 1953 - Reason: This movie combines action and crime elements, aligning with the user's interest in crime dramas like Bonnie and Clyde.  
  Rank 4: Movie 1876 - Reason: The action and dramatic stakes of an impending disaster resonate with the user's preference for thrilling plots, akin to the suspense in The Matrix.  
  Rank 5: Movie 3873 - Reason: The comedic and Western elements provide a light-hearted experience, appealing to the user's enjoyment of humorous narratives, as seen in A Christmas Story.  
  Rank 6: Movie 2268 - Reason: The intense drama and legal themes reflect the user's interest in significant moral dilemmas, similar to the complexity found in Lawrence of Arabia.  
  Rank 7: Movie 3450 - Reason: The family-oriented comedy and romance offer a charming dynamic that aligns with the user's enjoyment of character interactions, as seen in their history.  
  Rank 8: Movie 2022 - Reason: The dramatic and thought-provoking themes of struggle and destiny resonate with the user's appreciation for deep narratives, as seen in Gandhi and The Graduate.  
  Rank 9: Movie 1612 - Reason: The comedic elements and the protagonist's journey towards fame align with the user's interest in character-driven stories, as demonstrated by their history with Crimes and Misdemeanors.  
  Rank 10: Movie 3788 - Reason: This film's mystery and thriller aspects cater to the user's taste for suspenseful storytelling, similar to the tension found in The Great Escape.  