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 5:Father of the Bride Part II (Genres: Comedy; Language: en; Overview: George faces unexpected changes with news of two pregnancies.), Movie 17:Sense and Sensibility (Genres: Drama, Romance; Language: en; Overview: Mr. Dashwood's death leaves his wife and daughters impoverished.), Movie 356:Forrest Gump (Genres: Comedy, Drama, Romance; Language: en; Overview: Forrest Gump: determination and love triumph over challenges and limitations.), Movie 368:Maverick (Genres: Action, Adventure, Comedy, Drama, Western; Language: en; Overview: Maverick partners with a woman gambler to enter poker game.), Movie 434:Cliffhanger (Genres: Action, Adventure, Thriller; Language: en; Overview: Ranger rescues climbers, discovers they're thieves seeking stolen money.), 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 1307:When Harry Met Sally... (Genres: Comedy, Romance, Drama; Language: en; Overview: Harry and Sally debate if sex ruins relationships over years.), Movie 1466:Donnie Brasco (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI agent infiltrates mob, struggles between duty and mafia life.), Movie 2411:Rocky IV (Genres: Drama; Language: en; Overview: Rocky returns to fight Drago for revenge and redemption.), Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.)
  There are 10 Candidates for recommendation: Movie 150:Apollo 13 (Genres: Drama; Language: en; Overview: Apollo 13 faces technical troubles; astronauts and crew demonstrate heroism.),, Movie 253:Interview with the Vampire (Genres: Horror, Romance; Language: en; Overview: Vampire shares life story of love, betrayal, loneliness, and hunger.),, Movie 543:So I Married an Axe Murderer (Genres: Comedy, Crime, Romance; Language: en; Overview: Charlie falls for butcher; parents suspect her of murder.),, Movie 3629:The Gold Rush (Genres: Adventure, Comedy, Drama; Language: en; Overview: Prospector seeks gold in Alaska, loves Georgia, faces tough characters.),, Movie 2257:No Small Affair (Genres: Comedy, Drama, Music, Romance; Language: en; Overview: Teen photographer falls for singer, helps her through unexpected campaign.),, Movie 1237:The Seventh Seal (Genres: Fantasy, Drama; Language: sv; Overview: Knight challenges Death to chess; seeks redemption amidst despair.),, Movie 3512:Return to Me (Genres: Romance, Comedy, Drama; Language: en; Overview: Widowed architect falls for waitress on blind date; truth revealed.),, Movie 3716:Fatal Beauty (Genres: Adventure, Action, Comedy, Thriller; Language: en; Overview: Narcotics cop Rita Rizzoli pursues hijacked pure drugs, facing danger.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.),, Movie 2615:My Science Project (Genres: Comedy, Family, Fantasy, Science Fiction; Language: en; Overview: Michael and Ellie find a glowing orb threatening humanity's existence.),
  
  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 543 - Reason: This movie combines comedy and crime with a romantic twist, resonating with the user's enjoyment of romantic comedies like "When Harry Met Sally..." and "Notting Hill."
  
  Rank 2: Movie 3512 - Reason: The romantic storyline involving personal struggles aligns well with the user's interest in heartfelt dramas and romances, as seen in "Sense and Sensibility."
  
  Rank 3: Movie 3716 - Reason: The blend of action and comedy with a thrilling premise matches the user's taste for engaging narratives, similar to "Cliffhanger" and "Maverick."
  
  Rank 4: Movie 150 - Reason: This drama showcases heroism in a historical context, appealing to the user's appreciation for dramatic and inspiring stories like "Forrest Gump."
  
  Rank 5: Movie 2257 - Reason: The romantic and comedic elements in a coming-of-age story resonate with the user's interest in light-hearted romance, similar to "Notting Hill."
  
  Rank 6: Movie 1237 - Reason: The philosophical themes and dramatic depth align with the user's taste for thought-provoking narratives, comparable to the emotional weight found in "Donnie Brasco."
  
  Rank 7: Movie 3629 - Reason: This adventure-comedy features a journey and love story, appealing to the user's interest in both adventure and romantic elements, as seen in "Raiders of the Lost Ark."
  
  Rank 8: Movie 908 - Reason: The mystery and thriller aspects align with the user's interest in suspenseful narratives, similar to the tension found in "Donnie Brasco."
  
  Rank 9: Movie 253 - Reason: The blend of horror and romance presents a unique take on love and betrayal, appealing to the user's diverse taste in genres, seen in "Forrest Gump."
  
  Rank 10: Movie 2615 - Reason: The family-friendly comedy with a science fiction twist aligns with the user's appreciation for imaginative and entertaining stories, similar to "Father of the Bride Part II."
rejected: Rank 1: Movie 253 - Reason: The blend of horror and romance presents a unique take on love and betrayal, appealing to the user's diverse taste in genres, seen in "Forrest Gump."
  Rank 2: Movie 3512 - Reason: The romantic storyline involving personal struggles aligns well with the user's interest in heartfelt dramas and romances, as seen in "Sense and Sensibility."
  Rank 3: Movie 3716 - Reason: The blend of action and comedy with a thrilling premise matches the user's taste for engaging narratives, similar to "Cliffhanger" and "Maverick."
  Rank 4: Movie 908 - Reason: The mystery and thriller aspects align with the user's interest in suspenseful narratives, similar to the tension found in "Donnie Brasco."
  Rank 5: Movie 3629 - Reason: This adventure-comedy features a journey and love story, appealing to the user's interest in both adventure and romantic elements, as seen in "Raiders of the Lost Ark."
  Rank 6: Movie 2257 - Reason: The romantic and comedic elements in a coming-of-age story resonate with the user's interest in light-hearted romance, similar to "Notting Hill."
  Rank 7: Movie 2615 - Reason: The family-friendly comedy with a science fiction twist aligns with the user's appreciation for imaginative and entertaining stories, similar to "Father of the Bride Part II."
  Rank 8: Movie 150 - Reason: This drama showcases heroism in a historical context, appealing to the user's appreciation for dramatic and inspiring stories like "Forrest Gump."
  Rank 9: Movie 543 - Reason: This movie combines comedy and crime with a romantic twist, resonating with the user's enjoyment of romantic comedies like "When Harry Met Sally..." and "Notting Hill."
  Rank 10: Movie 1237 - Reason: The philosophical themes and dramatic depth align with the user's taste for thought-provoking narratives, comparable to the emotional weight found in "Donnie Brasco."