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 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 951:His Girl Friday (Genres: Comedy, Drama; Language: en; Overview: Hildy announces engagement; Walter sabotages fiancé to win her back.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.), Movie 2028:Saving Private Ryan (Genres: Drama, History, War; Language: en; Overview: Ranger captain leads men to rescue brother behind enemy lines.), Movie 2921:High Plains Drifter (Genres: Western; Language: en; Overview: Stranger defends Lago from outlaws after defeating local gunmen.), Movie 3334:Key Largo (Genres: Crime, Drama, Thriller; Language: en; Overview: Hurricane outside; mobster holds hotel guests hostage, creating inner turmoil.), Movie 3468:The Hustler (Genres: Drama; Language: en; Overview: Fast Eddie challenges Minnesota Fats, risking everything with bravado.), Movie 3543:Diner (Genres: Comedy, Drama; Language: en; Overview: Five young men resist adulthood, finding refuge in their Diner.), Movie 3811:Breaker Morant (Genres: Drama, History, War; Language: en; Overview: Australian lieutenants trialed for shooting Boer prisoners; defense challenges.)
  There are 10 Candidates for recommendation: Movie 1228:Raging Bull (Genres: Drama; Language: en; Overview: Jake LaMotta's rage fuels boxing success, isolates him from family.),, Movie 1652:Year of the Horse (Genres: Documentary, Music; Language: en; Overview: Jim Jarmusch's tribute to Neil Young and Crazy Horse's performances.),, Movie 1207:To Kill a Mockingbird (Genres: Crime, Drama; Language: en; Overview: Atticus Finch defends Tom Robinson; Scout learns about justice and humanity.),, Movie 2530:Beneath the Planet of the Apes (Genres: Adventure, Science Fiction, Mystery; Language: en; Overview: Brent crash-lands, searches for Taylor, battles apes and humans.),, Movie 1096:Sophie's Choice (Genres: Drama, Romance; Language: en; Overview: Meryl Streep plays Sophie, a Polish immigrant in Brooklyn.),, Movie 301:Picture Bride (Genres: Drama, History; Language: en; Overview: Orphaned Riyo sails to Hawaii to marry, finds unexpected friendship.),, Movie 223:Clerks (Genres: Comedy; Language: en; Overview: Bored clerks Dante and Randal navigate life with humor and antics.),, Movie 1394:Raising Arizona (Genres: Comedy, Crime; Language: en; Overview: Coen Brothers' absurd family story features a baby kidnapping chase.),, Movie 1301:Forbidden Planet (Genres: Adventure, Science Fiction, Action; Language: en; Overview: Captain Adams searches for missing spaceship on Altair 4.),, Movie 3421:Animal House (Genres: Comedy; Language: en; Overview: Dean Wormer aims to expel Delta Tau Chi; they resist.)
  
  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 1228 - Reason: This movie explores the intense psychological struggles of its protagonist, aligning with the user's interest in dramatic and character-driven narratives, as seen in their history with films like "The Graduate" and "Midnight Cowboy."
  
  Rank 2: Movie 3421 - Reason: The comedic elements and college setting resonate with the user's enjoyment of clever humor found in "His Girl Friday" and "Diner," showcasing a light-hearted yet engaging storyline.
  
  Rank 3: Movie 1207 - Reason: The strong themes of justice and morality in this film connect with the user's preference for deep, thought-provoking dramas such as "Breaker Morant" and "Midnight Cowboy."
  
  Rank 4: Movie 223 - Reason: This film's witty humor and slice-of-life storytelling parallel the user's enjoyment of character-driven comedies like "Diner," providing a relatable and entertaining experience.
  
  Rank 5: Movie 1096 - Reason: The emotional depth and complex relationships portrayed in this drama align with the user's appreciation for films like "The Graduate," which also deals with intricate human emotions.
  
  Rank 6: Movie 1394 - Reason: The film's absurd and quirky humor complements the user's interest in comedic narratives, similar to "His Girl Friday" and "Diner," while also adding a unique twist with its crime element.
  
  Rank 7: Movie 2530 - Reason: This adventure film combines science fiction and mystery elements, appealing to the user's taste for complex narratives, akin to their interest in "North by Northwest."
  
  Rank 8: Movie 1301 - Reason: The adventurous and action-packed storyline resonates with the user's appreciation for engaging narratives, similar to their enjoyment of thrillers and dramas like "Saving Private Ryan."
  
  Rank 9: Movie 301 - Reason: The historical and dramatic elements of this film align with the user's interest in character-driven stories, as seen in "Midnight Cowboy" and "Breaker Morant."
  
  Rank 10: Movie 1652 - Reason: This documentary's focus on music and performance resonates with the user's diverse interests, offering a unique perspective similar to the dramatic storytelling found in their preferred movies.
rejected: Rank 1: Movie 1096 - Reason: The emotional depth and complex relationships portrayed in this drama align with the user's appreciation for films like "The Graduate," which also deals with intricate human emotions.
  Rank 2: Movie 223 - Reason: This film's witty humor and slice-of-life storytelling parallel the user's enjoyment of character-driven comedies like "Diner," providing a relatable and entertaining experience.
  Rank 3: Movie 2530 - Reason: This adventure film combines science fiction and mystery elements, appealing to the user's taste for complex narratives, akin to their interest in "North by Northwest."
  Rank 4: Movie 1394 - Reason: The film's absurd and quirky humor complements the user's interest in comedic narratives, similar to "His Girl Friday" and "Diner," while also adding a unique twist with its crime element.
  Rank 5: Movie 1207 - Reason: The strong themes of justice and morality in this film connect with the user's preference for deep, thought-provoking dramas such as "Breaker Morant" and "Midnight Cowboy."
  Rank 6: Movie 1228 - Reason: This movie explores the intense psychological struggles of its protagonist, aligning with the user's interest in dramatic and character-driven narratives, as seen in their history with films like "The Graduate" and "Midnight Cowboy."
  Rank 7: Movie 301 - Reason: The historical and dramatic elements of this film align with the user's interest in character-driven stories, as seen in "Midnight Cowboy" and "Breaker Morant."
  Rank 8: Movie 1652 - Reason: This documentary's focus on music and performance resonates with the user's diverse interests, offering a unique perspective similar to the dramatic storytelling found in their preferred movies.
  Rank 9: Movie 1301 - Reason: The adventurous and action-packed storyline resonates with the user's appreciation for engaging narratives, similar to their enjoyment of thrillers and dramas like "Saving Private Ryan."
  Rank 10: Movie 3421 - Reason: The comedic elements and college setting resonate with the user's enjoyment of clever humor found in "His Girl Friday" and "Diner," showcasing a light-hearted yet engaging storyline.