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 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.), Movie 759:Maya Lin: A Strong Clear Vision (Genres: Documentary; Language: en; Overview: Film explores the artist behind iconic monuments like Vietnam Memorial.), Movie 914:My Fair Lady (Genres: Drama, Family, Music, Romance; Language: en; Overview: Professor bets he can transform flower girl into high society.), Movie 920:Gone with the Wind (Genres: Drama, Romance, War; Language: en; Overview: Turbulent love affair between manipulative woman and roguish man.), Movie 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), Movie 1223:A Grand Day Out (Genres: Adventure, Animation, Comedy, Science Fiction, Family; Language: en; Overview: Wallace and Gromit visit the moon seeking cheese, encounter trouble.), Movie 1649:Fast, Cheap & Out of Control (Genres: Documentary; Language: en; Overview: Unique film blending humor, sadness, absurdity, and existential reflection.), Movie 2064:Roger & Me (Genres: Documentary, History; Language: en; Overview: Documentary on Flint GM plant closure, job loss, and interviews.), Movie 2937:The Palm Beach Story (Genres: Comedy, Romance; Language: en; Overview: Gerry and Tom struggle; she seeks divorce after financial issues.), Movie 3730:The Conversation (Genres: Crime, Drama, Mystery; Language: en; Overview: Surveillance expert becomes obsessed with a couple's cryptic conversation.)
  There are 10 Candidates for recommendation: Movie 2988:Melvin and Howard (Genres: Comedy, Drama; Language: en; Overview: Melvin Dummar claims inheritance from Howard Hughes' alleged will.),, Movie 1172:Cinema Paradiso (Genres: Drama, Romance; Language: it; Overview: Filmmaker remembers childhood love for movies and friendship with projectionist.),, Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.),, Movie 209:White Man's Burden (Genres: Drama; Language: en; Overview: White worker kidnaps black CEO, seeking justice in reversed society.),, Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.),, Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.),, Movie 1653:Gattaca (Genres: Thriller, Science Fiction, Mystery, Romance; Language: en; Overview: Future society uses DNA-based eugenics; Vincent strives for space travel.),, Movie 3249:The Hand that Rocks the Cradle (Genres: Thriller; Language: en; Overview: Nanny's true intentions threaten family's safety in psychological thriller.), Movie 436:Color of Night (Genres: Drama, Mystery, Romance, Thriller; Language: en; Overview: Psychiatrist Bill Capa uncovers mystery while starting affair in L.A.),, Movie 572:Foreign Student (Genres: Drama, Romance; Language: en; Overview: French exchange student falls in love while playing football.),
  
  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 2396 - Reason: This film presents a romantic storyline intertwined with historical elements, aligning with the user's interest in drama and romance as seen in "Sense and Sensibility" and "Gone with the Wind".  
  Rank 2: Movie 1198 - Reason: The adventure and action elements in this classic resonate with the user's appreciation for engaging narratives, similar to the escapism found in movies like "A Grand Day Out".  
  Rank 3: Movie 1172 - Reason: A nostalgic romance that explores childhood memories ties back to the user's inclination towards heartfelt stories, paralleling "My Fair Lady".  
  Rank 4: Movie 572 - Reason: This film features a romantic plot with a dramatic backdrop, aligning with the user's preferences for romance, much like "The Crying Game".  
  Rank 5: Movie 908 - Reason: The mystery and thriller aspects cater to the user's taste for suspenseful narratives, connecting with the intrigue found in "The Conversation".  
  Rank 6: Movie 436 - Reason: This movie's blend of drama, mystery, and romance mirrors the complex, emotional narratives the user enjoys, as seen in "Gone with the Wind".  
  Rank 7: Movie 3249 - Reason: The psychological thriller elements appeal to the user's interest in intense, gripping stories similar to "The Crying Game".  
  Rank 8: Movie 1653 - Reason: The science fiction and thriller themes resonate with the user's appreciation for thought-provoking narratives, akin to the complexity seen in "Fast, Cheap & Out of Control".  
  Rank 9: Movie 209 - Reason: The dramatic exploration of societal issues aligns with the user's interest in impactful storytelling, similar to "Roger & Me".  
  Rank 10: Movie 2988 - Reason: This film's blend of comedy and drama offers a unique perspective on life, appealing to the user's diverse taste in film, similar to "The Palm Beach Story".
rejected: Rank 1: Movie 572 - Reason: This film features a romantic plot with a dramatic backdrop, aligning with the user's preferences for romance, much like "The Crying Game".  
  Rank 2: Movie 1653 - Reason: The science fiction and thriller themes resonate with the user's appreciation for thought-provoking narratives, akin to the complexity seen in "Fast, Cheap & Out of Control".  
  Rank 3: Movie 2988 - Reason: This film's blend of comedy and drama offers a unique perspective on life, appealing to the user's diverse taste in film, similar to "The Palm Beach Story".
  Rank 4: Movie 436 - Reason: This movie's blend of drama, mystery, and romance mirrors the complex, emotional narratives the user enjoys, as seen in "Gone with the Wind".  
  Rank 5: Movie 1198 - Reason: The adventure and action elements in this classic resonate with the user's appreciation for engaging narratives, similar to the escapism found in movies like "A Grand Day Out".  
  Rank 6: Movie 3249 - Reason: The psychological thriller elements appeal to the user's interest in intense, gripping stories similar to "The Crying Game".  
  Rank 7: Movie 209 - Reason: The dramatic exploration of societal issues aligns with the user's interest in impactful storytelling, similar to "Roger & Me".  
  Rank 8: Movie 908 - Reason: The mystery and thriller aspects cater to the user's taste for suspenseful narratives, connecting with the intrigue found in "The Conversation".  
  Rank 9: Movie 1172 - Reason: A nostalgic romance that explores childhood memories ties back to the user's inclination towards heartfelt stories, paralleling "My Fair Lady".  
  Rank 10: Movie 2396 - Reason: This film presents a romantic storyline intertwined with historical elements, aligning with the user's interest in drama and romance as seen in "Sense and Sensibility" and "Gone with the Wind".  