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 407:In the Mouth of Madness (Genres: Horror, Mystery, Thriller; Language: en; Overview: Insurance investigator uncovers chaos in town after author disappears.), Movie 541:Blade Runner (Genres: Science Fiction, Drama, Thriller; Language: en; Overview: Blade runner Rick Deckard hunts escaped replicants in dystopian Los Angeles.), Movie 1097:E.T. the Extra-Terrestrial (Genres: Science Fiction, Adventure, Family, Fantasy; Language: en; Overview: Gentle alien befriends boy; illness leads to government intervention.), Movie 1197:The Princess Bride (Genres: Adventure, Family, Fantasy, Comedy, Romance; Language: en; Overview: Princess Buttercup and Westley face challenges for true love's triumph.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1639:Chasing Amy (Genres: Comedy, Drama, Romance; Language: en; Overview: Comic artists' friendship complicates when Holden falls for Alyssa, a lesbian.), Movie 2008:This World, Then the Fireworks (Genres: Crime, Drama, Thriller; Language: en; Overview: Reporter uncovers corruption, returns home, seduces cop for money.), Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.), Movie 2231:Rounders (Genres: Drama, Crime; Language: en; Overview: Reformed gambler plays poker again to help friend with debts.), Movie 3030:Yojimbo (Genres: Drama, Thriller; Language: ja; Overview: Ronin instigates gang war between rival businessmen in village.)
  There are 10 Candidates for recommendation: Movie 449:Fear of a Black Hat (Genres: Comedy; Language: en; Overview: Mockumentary humorously chronicles N.W.H.'s rise, fall, and resurrection.),, Movie 724:The Craft (Genres: Drama, Fantasy, Horror, Thriller; Language: en; Overview: New student joins teen witches, using powers against rivals and adults.),, Movie 1391:Mars Attacks! (Genres: Comedy, Fantasy, Science Fiction; Language: en; Overview: Aliens invade Earth humorously in this '50s/'60s sci-fi homage.),, Movie 1254:The Treasure of the Sierra Madre (Genres: Action, Adventure, Drama, Western; Language: en; Overview: Three men seek gold in Mexico, facing greed and danger.),, Movie 2046:Flight of the Navigator (Genres: Family, Science Fiction, Adventure; Language: en; Overview: David returns after eight years, uncovers UFO mystery, regains life.),, Movie 3431:Death Wish 2 (Genres: Action, Crime, Thriller; Language: en; Overview: Paul Kersey seeks revenge on five punks who murdered family.),, Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.), Movie 1071:For the Moment (Genres: War, Drama, Romance, Action; Language: en; Overview: Old-fashioned wartime romance between a farmer's wife and pilot.),, Movie 3619:The Hollywood Knights (Genres: Comedy; Language: en; Overview: Comedic gang led by Newbomb Turk causes chaos on Halloween.),, Movie 3671:Blazing Saddles (Genres: Western, Comedy; Language: en; Overview: Town named Johnson faces railroad threat; new black sheriff appointed.),
  
  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 3671 - Reason: This movie offers a unique blend of comedy and social commentary, aligning with the user's appreciation for humor in films like "Chasing Amy" and "Groundhog Day."  
  Rank 2: Movie 1391 - Reason: The comedic take on an alien invasion appeals to the user's interest in science fiction and humor, similar to the whimsical elements found in "E.T. the Extra-Terrestrial."  
  Rank 3: Movie 1071 - Reason: The wartime romance and dramatic elements resonate with the user's taste for dramatic narratives, akin to "Chasing Amy" and "Groundhog Day."  
  Rank 4: Movie 3619 - Reason: This comedy's chaotic and lighthearted premise matches the user's enjoyment of humorous films like "L.A. Story" and "Groundhog Day."  
  Rank 5: Movie 449 - Reason: The mockumentary format and humor about the rise and fall of a band align with the user's preference for comedic narratives found in movies like "Chasing Amy."  
  Rank 6: Movie 3809 - Reason: The interplay of comedy and psychological elements in this film resonates with the user's interest in character-driven stories, similar to "Groundhog Day."  
  Rank 7: Movie 1254 - Reason: The adventure and drama of seeking treasure reflects the user's appreciation for complex narratives, similar to "Blade Runner" and "Rounders."  
  Rank 8: Movie 724 - Reason: The blend of fantasy, horror, and teenage drama aligns with the user's interest in thrilling and supernatural elements seen in "In the Mouth of Madness."  
  Rank 9: Movie 2046 - Reason: The family-friendly adventure and science fiction themes appeal to the user's interest in imaginative storytelling like "E.T. the Extra-Terrestrial."  
  Rank 10: Movie 3431 - Reason: The action and revenge themes resonate with the user's enjoyment of thrillers and dramatic narratives, similar to "This World, Then the Fireworks."
rejected: Rank 1: Movie 449 - Reason: The mockumentary format and humor about the rise and fall of a band align with the user's preference for comedic narratives found in movies like "Chasing Amy."  
  Rank 2: Movie 2046 - Reason: The family-friendly adventure and science fiction themes appeal to the user's interest in imaginative storytelling like "E.T. the Extra-Terrestrial."  
  Rank 3: Movie 3431 - Reason: The action and revenge themes resonate with the user's enjoyment of thrillers and dramatic narratives, similar to "This World, Then the Fireworks."
  Rank 4: Movie 3619 - Reason: This comedy's chaotic and lighthearted premise matches the user's enjoyment of humorous films like "L.A. Story" and "Groundhog Day."  
  Rank 5: Movie 3671 - Reason: This movie offers a unique blend of comedy and social commentary, aligning with the user's appreciation for humor in films like "Chasing Amy" and "Groundhog Day."  
  Rank 6: Movie 1254 - Reason: The adventure and drama of seeking treasure reflects the user's appreciation for complex narratives, similar to "Blade Runner" and "Rounders."  
  Rank 7: Movie 1391 - Reason: The comedic take on an alien invasion appeals to the user's interest in science fiction and humor, similar to the whimsical elements found in "E.T. the Extra-Terrestrial."  
  Rank 8: Movie 3809 - Reason: The interplay of comedy and psychological elements in this film resonates with the user's interest in character-driven stories, similar to "Groundhog Day."  
  Rank 9: Movie 724 - Reason: The blend of fantasy, horror, and teenage drama aligns with the user's interest in thrilling and supernatural elements seen in "In the Mouth of Madness."  
  Rank 10: Movie 1071 - Reason: The wartime romance and dramatic elements resonate with the user's taste for dramatic narratives, akin to "Chasing Amy" and "Groundhog Day."  