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 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.), Movie 715:The Horseman on the Roof (Genres: War, Adventure, Drama, Romance; Language: en; Overview: A young officer aids a woman in finding her husband.), Movie 1187:Passion Fish (Genres: Drama; Language: en; Overview: Paralyzed actress forms unlikely bond with stubborn assistant in recovery.), Movie 1249:La Femme Nikita (Genres: Action, Thriller; Language: fr; Overview: Beautiful felon becomes secret assassin after life sentence for murder.), Movie 1370:Die Hard 2 (Genres: Action, Thriller; Language: en; Overview: John McClane battles terrorists at an airport on Christmas Eve.), Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3260:Howards End (Genres: Drama, Romance; Language: en; Overview: Merchant Ivory's adaptation explores class struggles in Edwardian England.), Movie 3502:My Life (Genres: Drama, Romance; Language: en; Overview: Bob faces cancer, creates a video diary for his unborn child.)
  There are 10 Candidates for recommendation: Movie 2329:American History X (Genres: Drama; Language: en; Overview: Derek Vineyard reforms after prison, guiding brother away from violence.),, Movie 2029:Billy's Hollywood Screen Kiss (Genres: Comedy, Romance; Language: en; Overview: Struggling photographer Billy pursues waiter Gabriel through artistic project.),, Movie 1932:The Great Ziegfeld (Genres: Drama, Music, Romance; Language: en; Overview: Biography of Flo Ziegfeld, Broadway's renowned starmaker and producer.),, Movie 2149:House II: The Second Story (Genres: Fantasy, Horror, Comedy; Language: en; Overview: Young couple discovers family history and cursed crystal skull.),, Movie 2943:Indochine (Genres: Drama, Romance; Language: fr; Overview: French plantation owner Eliane sabotages daughter Camille's love for Jean-Baptiste.), Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.),, Movie 2770:Bowfinger (Genres: Comedy; Language: en; Overview: Bobby Bowfinger plans a secret film with unwitting star Kit Ramsey.),, Movie 1531:Losing Chase (Genres: Drama, Romance; Language: en; Overview: Chase and caretaker Elizabeth form a turbulent, intimate relationship.),, Movie 52:Mighty Aphrodite (Genres: Comedy, Romance; Language: en; Overview: Father seeks son's mother, aiming to reform her lifestyle.),, Movie 1656:Swept from the Sea (Genres: Drama, Romance; Language: en; Overview: Russian emigre survives shipwreck, finds love with kind servant.),
  
  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 318 - Reason: The themes of hope and resilience in the face of adversity resonate with the user's interest in deep, character-driven dramas like "Good Will Hunting" and "The Shawshank Redemption".
  
  Rank 2: Movie 2329 - Reason: The intense character transformation and exploration of morality align with the user’s preference for thought-provoking dramas, as seen in their history with films like "Good Will Hunting".
  
  Rank 3: Movie 1656 - Reason: This romance set against a backdrop of survival mirrors the emotional depth found in the user’s preferred dramas such as "What's Eating Gilbert Grape" and "Howards End".
  
  Rank 4: Movie 2943 - Reason: The romantic and dramatic elements intertwined with cultural themes match the user's interest in films like "La Femme Nikita" and "Indochine".
  
  Rank 5: Movie 1531 - Reason: The intimate and complex relationship dynamics in this film align well with the user’s preferences for character-driven narratives seen in "My Life" and "Passion Fish".
  
  Rank 6: Movie 2149 - Reason: The fantastical elements mixed with comedy provide a light-hearted contrast to the user's more serious drama preferences, similar to the comedic aspects in "Being John Malkovich".
  
  Rank 7: Movie 2029 - Reason: This romantic comedy features artistic themes that resonate with the user’s inclinations towards films like "Being John Malkovich" and "Mighty Aphrodite".
  
  Rank 8: Movie 1932 - Reason: The biographical and musical elements offer a unique storytelling approach that complements the user’s appreciation for character studies found in films like "The Truman Show".
  
  Rank 9: Movie 2770 - Reason: The comedic yet insightful narrative about the film industry aligns with the user's enjoyment of clever humor evident in films like "The Truman Show".
  
  Rank 10: Movie 52 - Reason: This romantic comedy's exploration of relationships and self-discovery mirrors themes found in the user’s favorite films like "My Life" and "Good Will Hunting".
rejected: Rank 1: Movie 1656 - Reason: This romance set against a backdrop of survival mirrors the emotional depth found in the user’s preferred dramas such as "What's Eating Gilbert Grape" and "Howards End".
  Rank 2: Movie 2770 - Reason: The comedic yet insightful narrative about the film industry aligns with the user's enjoyment of clever humor evident in films like "The Truman Show".
  Rank 3: Movie 52 - Reason: This romantic comedy's exploration of relationships and self-discovery mirrors themes found in the user’s favorite films like "My Life" and "Good Will Hunting".
  Rank 4: Movie 2149 - Reason: The fantastical elements mixed with comedy provide a light-hearted contrast to the user's more serious drama preferences, similar to the comedic aspects in "Being John Malkovich".
  Rank 5: Movie 2329 - Reason: The intense character transformation and exploration of morality align with the user’s preference for thought-provoking dramas, as seen in their history with films like "Good Will Hunting".
  Rank 6: Movie 2029 - Reason: This romantic comedy features artistic themes that resonate with the user’s inclinations towards films like "Being John Malkovich" and "Mighty Aphrodite".
  Rank 7: Movie 2943 - Reason: The romantic and dramatic elements intertwined with cultural themes match the user's interest in films like "La Femme Nikita" and "Indochine".
  Rank 8: Movie 318 - Reason: The themes of hope and resilience in the face of adversity resonate with the user's interest in deep, character-driven dramas like "Good Will Hunting" and "The Shawshank Redemption".
  Rank 9: Movie 1531 - Reason: The intimate and complex relationship dynamics in this film align well with the user’s preferences for character-driven narratives seen in "My Life" and "Passion Fish".
  Rank 10: Movie 1932 - Reason: The biographical and musical elements offer a unique storytelling approach that complements the user’s appreciation for character studies found in films like "The Truman Show".