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 62:Mr. Holland's Opus (Genres: Music, Drama, Family; Language: en; Overview: Musician becomes teacher, inspires students while pursuing his true passion.), Movie 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.), Movie 1207:To Kill a Mockingbird (Genres: Crime, Drama; Language: en; Overview: Atticus Finch defends Tom Robinson; Scout learns about justice and humanity.), Movie 1231:The Right Stuff (Genres: Drama, History; Language: en; Overview: Overview of Mercury astronauts shaping America's early space program.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1250:The Bridge on the River Kwai (Genres: Drama, History, War; Language: en; Overview: POWs build bridge; commander resists sabotage by intelligence officers.), 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 2312:Children of a Lesser God (Genres: Drama, Romance; Language: en; Overview: New teacher loves deaf student; she initially resists his advances.), Movie 2730:Barry Lyndon (Genres: Drama, Romance, War; Language: en; Overview: Young Irish farm boy Redmond Barry loves cousin, joins army.), Movie 3733:The Paper Chase (Genres: Comedy, Drama, Romance; Language: en; Overview: First-year law student juggles coursework and relationship with professor's daughter.)
  There are 10 Candidates for recommendation: Movie 3638:Moonraker (Genres: Action, Adventure, Thriller, Science Fiction; Language: en; Overview: Boeing 747 crashes; Bond investigates missing shuttle linked to Drax.), Movie 1040:The Secret Agent (Genres: Drama, Thriller; Language: en; Overview: Verloc's betrayal triggers tragedy involving his wife, brother, and explosives expert.),, Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.),, Movie 1380:Grease (Genres: Romance; Language: en; Overview: Sandy and Danny reunite in high school, facing friendship challenges.),, Movie 2145:Pretty in Pink (Genres: Comedy; Language: en; Overview: Andie navigates love and social differences with Blane and Duckie.),, Movie 687:Country Life (Genres: Drama, Romance; Language: en; Overview: Chekhov's "Uncle Vanya" adapted to 1920s rural Australia themes.),, Movie 1464:Lost Highway (Genres: Drama, Thriller, Mystery; Language: en; Overview: Jazz musician navigates murder, gangsters, and transformation in prison.),, Movie 322:Swimming with Sharks (Genres: Crime, Comedy; Language: en; Overview: Naive assistant outsmarts abusive Hollywood producer boss. Empowerment ensues.),, Movie 527:Schindler's List (Genres: Drama, History, War; Language: en; Overview: Oskar Schindler saved over a thousand Jewish lives in WWII.),, Movie 2248:Say Anything... (Genres: Comedy, Drama, Romance; Language: en; Overview: Lloyd and Diane's romance struggles against her father's disapproval.),
  
  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 322 - Reason: This movie features a sharp commentary on the film industry, which resonates with the user's interest in complex narratives, as seen in their history with movies like "The Paper Chase."  
  Rank 2: Movie 527 - Reason: The historical and dramatic themes in this film align with the user's appreciation for profound storytelling, reflecting the powerful narratives found in movies like "To Kill a Mockingbird."  
  Rank 3: Movie 2248 - Reason: The romantic struggle in this film connects with the user's previous interest in romantic dramas, similar to "The Graduate."  
  Rank 4: Movie 1380 - Reason: This classic musical romance explores high school relationships, echoing the youthful themes present in the user's watched film history like "The Graduate."  
  Rank 5: Movie 1040 - Reason: The thriller aspect combined with deep dramatic elements aligns with the user's taste for intense and thought-provoking stories, as seen in "The Hunt for Red October."  
  Rank 6: Movie 2145 - Reason: This romantic comedy about navigating love and social challenges resonates with the user's enjoyment of character-driven stories, similar to "Pretty Woman."  
  Rank 7: Movie 1464 - Reason: The psychological thriller aspect and transformation themes parallel the user's interest in complex narratives as seen in "Barry Lyndon."  
  Rank 8: Movie 3638 - Reason: The action and adventure elements, along with a touch of science fiction, reflect the user's appreciation for thrilling narratives, similar to "The Hunt for Red October."  
  Rank 9: Movie 687 - Reason: The adaptation of Chekhov’s work into a romantic drama appeals to the user's interest in deep, character-driven stories, akin to "Children of a Lesser God."  
  Rank 10: Movie 597 - Reason: The romantic transformation of the main characters aligns with the user's enjoyment of romantic comedies, similar to "The Graduate."
rejected: Rank 1: Movie 527 - Reason: The historical and dramatic themes in this film align with the user's appreciation for profound storytelling, reflecting the powerful narratives found in movies like "To Kill a Mockingbird."  
  Rank 2: Movie 1380 - Reason: This classic musical romance explores high school relationships, echoing the youthful themes present in the user's watched film history like "The Graduate."  
  Rank 3: Movie 2248 - Reason: The romantic struggle in this film connects with the user's previous interest in romantic dramas, similar to "The Graduate."  
  Rank 4: Movie 597 - Reason: The romantic transformation of the main characters aligns with the user's enjoyment of romantic comedies, similar to "The Graduate."
  Rank 5: Movie 2145 - Reason: This romantic comedy about navigating love and social challenges resonates with the user's enjoyment of character-driven stories, similar to "Pretty Woman."  
  Rank 6: Movie 1464 - Reason: The psychological thriller aspect and transformation themes parallel the user's interest in complex narratives as seen in "Barry Lyndon."  
  Rank 7: Movie 322 - Reason: This movie features a sharp commentary on the film industry, which resonates with the user's interest in complex narratives, as seen in their history with movies like "The Paper Chase."  
  Rank 8: Movie 1040 - Reason: The thriller aspect combined with deep dramatic elements aligns with the user's taste for intense and thought-provoking stories, as seen in "The Hunt for Red October."  
  Rank 9: Movie 3638 - Reason: The action and adventure elements, along with a touch of science fiction, reflect the user's appreciation for thrilling narratives, similar to "The Hunt for Red October."  
  Rank 10: Movie 687 - Reason: The adaptation of Chekhov’s work into a romantic drama appeals to the user's interest in deep, character-driven stories, akin to "Children of a Lesser God."  