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 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 524:Rudy (Genres: Drama; Language: en; Overview: Rudy, small and unskilled, dreams of playing football at Notre Dame.), Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2268:A Few Good Men (Genres: Drama; Language: en; Overview: Military lawyers uncover hazing implicating high-ranking officials in murder case.), Movie 2433:A Civil Action (Genres: Drama; Language: pt; Overview: Cynical lawyer becomes obsessed with a potentially lucrative case.), Movie 2541:Cruel Intentions (Genres: Drama, Romance, Thriller; Language: en; Overview: Kathryn challenges Sebastian; win a prize, lose a possession.), Movie 2961:The Story of Us (Genres: Comedy, Drama, Romance; Language: en; Overview: Ben and Katie Jordan face challenges during their fifteen-year marriage.), Movie 3590:The Lords of Flatbush (Genres: Drama; Language: en; Overview: Coming-of-age film about Brooklyn teens' adventures in the 1950s.), 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 3498:Midnight Express (Genres: Drama, Crime; Language: en; Overview: Billy Hayes is imprisoned in Turkey for drug smuggling.),, Movie 2731:The 400 Blows (Genres: Drama; Language: fr; Overview: Antoine faces challenges with neglectful adults and authority conflicts.),, Movie 1042:That Thing You Do! (Genres: Comedy, Drama; Language: en; Overview: Pennsylvania band achieves 1964 success, aided by supportive manager.),, Movie 449:Fear of a Black Hat (Genres: Comedy; Language: en; Overview: Mockumentary humorously chronicles N.W.H.'s rise, fall, and resurrection.),, Movie 3732:The Fury (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Agent fights to rescue son kidnapped for his psychic powers.), Movie 3358:Defending Your Life (Genres: Fantasy, Drama, Comedy; Language: en; Overview: In an afterlife, people prove worth by demonstrating courage in court.),, Movie 1206:A Clockwork Orange (Genres: Science Fiction, Drama; Language: en; Overview: Demonic gang leader faces consequences after state brainwashing intervention.),, Movie 424:Blue Chips (Genres: Drama; Language: en; Overview: Desperate coach faces pressure as team struggles and recruits dwindles.),, Movie 2935:The Lady Eve (Genres: Comedy, Romance; Language: en; Overview: Love, misunderstanding, disguise; Jean torments Charles after their split.),, Movie 1859:Taste of Cherry (Genres: Drama; Language: fa; Overview: Tehran man seeks burial after suicide; finds reluctant companion.),
  
  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 449 - Reason: This mockumentary offers humor and social commentary, appealing to the user's appreciation for comedies like "The Breakfast Club".  
  Rank 2: Movie 2935 - Reason: The romantic misunderstandings in this film resonate with the user's interest in romance, as seen in "Pretty Woman" and "Cruel Intentions".  
  Rank 3: Movie 1206 - Reason: The complex themes of morality and societal issues align with the user's taste for thought-provoking dramas like "A Few Good Men".  
  Rank 4: Movie 3732 - Reason: The thriller elements and psychological tension match the user's interest in intense narratives, similar to "A Civil Action".  
  Rank 5: Movie 424 - Reason: This drama about perseverance in sports connects with the user's affinity for inspirational stories, evident in "Rudy".  
  Rank 6: Movie 3358 - Reason: The blend of fantasy and comedy in this afterlife scenario reflects the user’s enjoyment of unique storytelling, like in "The Story of Us".  
  Rank 7: Movie 1859 - Reason: The introspective nature of this drama resonates with the user's appreciation for deep emotional narratives, similar to "The Piano".  
  Rank 8: Movie 2731 - Reason: The coming-of-age struggles depicted here align with the user's interest in character-driven stories, akin to "The Breakfast Club".  
  Rank 9: Movie 1042 - Reason: The rise of a band during the 1960s echoes the user's interest in music-themed narratives, linking back to the feel-good elements in "The Story of Us".  
  Rank 10: Movie 3498 - Reason: The drama surrounding imprisonment and personal struggle connects with the user’s appreciation for serious, impactful stories like "A Few Good Men".
rejected: Rank 1: Movie 1206 - Reason: The complex themes of morality and societal issues align with the user's taste for thought-provoking dramas like "A Few Good Men".  
  Rank 2: Movie 3498 - Reason: The drama surrounding imprisonment and personal struggle connects with the user’s appreciation for serious, impactful stories like "A Few Good Men".
  Rank 3: Movie 424 - Reason: This drama about perseverance in sports connects with the user's affinity for inspirational stories, evident in "Rudy".  
  Rank 4: Movie 449 - Reason: This mockumentary offers humor and social commentary, appealing to the user's appreciation for comedies like "The Breakfast Club".  
  Rank 5: Movie 1859 - Reason: The introspective nature of this drama resonates with the user's appreciation for deep emotional narratives, similar to "The Piano".  
  Rank 6: Movie 3732 - Reason: The thriller elements and psychological tension match the user's interest in intense narratives, similar to "A Civil Action".  
  Rank 7: Movie 1042 - Reason: The rise of a band during the 1960s echoes the user's interest in music-themed narratives, linking back to the feel-good elements in "The Story of Us".  
  Rank 8: Movie 3358 - Reason: The blend of fantasy and comedy in this afterlife scenario reflects the user’s enjoyment of unique storytelling, like in "The Story of Us".  
  Rank 9: Movie 2731 - Reason: The coming-of-age struggles depicted here align with the user's interest in character-driven stories, akin to "The Breakfast Club".  
  Rank 10: Movie 2935 - Reason: The romantic misunderstandings in this film resonate with the user's interest in romance, as seen in "Pretty Woman" and "Cruel Intentions".  