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 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 778:Trainspotting (Genres: Drama, Crime; Language: en; Overview: Renton struggles to escape Edinburgh's drug scene and peer pressure.), Movie 858:The Godfather (Genres: Drama, Crime; Language: en; Overview: Vito Corleone survives assassination; Michael seeks revenge against attackers.), Movie 1089:Reservoir Dogs (Genres: Crime, Thriller; Language: en; Overview: Botched robbery reveals informant; survivors confront chaos and violence.), Movie 1321:An American Werewolf in London (Genres: Horror, Comedy; Language: en; Overview: American tourists in England encounter a werewolf locals deny exists.), Movie 1921:Pi (Genres: Mystery, Drama, Thriller; Language: en; Overview: Mathematical genius discovers number-reality link, believes he can predict future.), Movie 2351:Nights of Cabiria (Genres: Drama; Language: it; Overview: Cabiria seeks happiness after betrayal, facing life's harsh realities.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 3153:The 7th Voyage of Sinbad (Genres: Action, Adventure, Family, Fantasy; Language: en; Overview: Sinbad quests to cure a shrunken princess and prevent war.), Movie 3359:Breaking Away (Genres: Drama, Comedy; Language: en; Overview: Dave graduates high school, dreams of racing bikes, embraces Italian culture.)
  There are 10 Candidates for recommendation: Movie 3634:Seven Days in May (Genres: Drama, Thriller; Language: en; Overview: General warns president about impending military coup plot against him.),, Movie 824:Kaspar Hauser (Genres: Drama, Foreign; Language: de; Overview: No information available for summary; overview not provided.),, Movie 429:Cabin Boy (Genres: Comedy; Language: en; Overview: Foul-mouthed graduate faces crew's wrath on ill-fated fishing boat.),, Movie 1554:The Pillow Book (Genres: Drama, Foreign, Romance; Language: en; Overview: Japanese girl Nagiko becomes obsessed with writing and books.),, Movie 626:A Thin Line Between Love and Hate (Genres: Comedy, Thriller, Crime, Romance; Language: en; Overview: Nightclub manager Darnell pursues Brandi, facing obsession and rivalry.),, Movie 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.),, Movie 862:Manny & Lo (Genres: Drama, Comedy; Language: en; Overview: Pregnant teen and sister kidnap woman for pregnancy assistance.),, Movie 3044:Dead Again (Genres: Thriller; Language: en; Overview: Composer executed for wife's murder; private eye links amnesiac woman.),, Movie 3673:Benji the Hunted (Genres: Action, Adventure, Family; Language: en; Overview: Benji is stranded on an island, facing dangerous wildlife encounters.), Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.),
  
  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 3634 - Reason: This movie combines drama and thriller elements, aligning with the user's interest in intense and thought-provoking narratives as seen in their history.  
  Rank 2: Movie 626 - Reason: The blend of comedy and thriller with a romantic subplot resonates with the user's preference for complex character dynamics, similar to their enjoyment of dramas like "Trainspotting."  
  Rank 3: Movie 824 - Reason: This foreign drama may appeal to the user’s appreciation for unique storytelling, as seen in their interest in international films like "Nights of Cabiria."  
  Rank 4: Movie 3044 - Reason: The thriller aspect involving mystery and intrigue connects with the user's taste for suspenseful and engaging plots, similar to "Reservoir Dogs."  
  Rank 5: Movie 3673 - Reason: The adventurous theme and family-friendly elements might attract the user, complementing their interest in lighthearted adventure films like "The 7th Voyage of Sinbad."  
  Rank 6: Movie 1649 - Reason: This documentary's unique blend of humor and existential themes aligns with the user's appreciation for thought-provoking content, reminiscent of "Pi."  
  Rank 7: Movie 1554 - Reason: The focus on obsession and the literary theme may resonate with the user’s interest in character-driven narratives akin to "The Godfather."  
  Rank 8: Movie 429 - Reason: The comedic elements and offbeat premise may appeal to the user, providing a lighter contrast to their heavier drama preferences like "Breaking Away."  
  Rank 9: Movie 862 - Reason: This film's mix of drama and comedy about personal struggles reflects the user's interest in character-centric stories, similar to "Trainspotting."  
  Rank 10: Movie 318 - Reason: The themes of hope and integrity in a dramatic setting strongly align with the user's appreciation for compelling and emotionally resonant storytelling, as seen in "The Shawshank Redemption."
rejected: Rank 1: Movie 626 - Reason: The blend of comedy and thriller with a romantic subplot resonates with the user's preference for complex character dynamics, similar to their enjoyment of dramas like "Trainspotting."  
  Rank 2: Movie 3634 - Reason: This movie combines drama and thriller elements, aligning with the user's interest in intense and thought-provoking narratives as seen in their history.  
  Rank 3: Movie 3673 - Reason: The adventurous theme and family-friendly elements might attract the user, complementing their interest in lighthearted adventure films like "The 7th Voyage of Sinbad."  
  Rank 4: Movie 318 - Reason: The themes of hope and integrity in a dramatic setting strongly align with the user's appreciation for compelling and emotionally resonant storytelling, as seen in "The Shawshank Redemption."
  Rank 5: Movie 1649 - Reason: This documentary's unique blend of humor and existential themes aligns with the user's appreciation for thought-provoking content, reminiscent of "Pi."  
  Rank 6: Movie 3044 - Reason: The thriller aspect involving mystery and intrigue connects with the user's taste for suspenseful and engaging plots, similar to "Reservoir Dogs."  
  Rank 7: Movie 429 - Reason: The comedic elements and offbeat premise may appeal to the user, providing a lighter contrast to their heavier drama preferences like "Breaking Away."  
  Rank 8: Movie 862 - Reason: This film's mix of drama and comedy about personal struggles reflects the user's interest in character-centric stories, similar to "Trainspotting."  
  Rank 9: Movie 1554 - Reason: The focus on obsession and the literary theme may resonate with the user’s interest in character-driven narratives akin to "The Godfather."  
  Rank 10: Movie 824 - Reason: This foreign drama may appeal to the user’s appreciation for unique storytelling, as seen in their interest in international films like "Nights of Cabiria."  