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 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), 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 1278:Young Frankenstein (Genres: Comedy, Science Fiction; Language: en; Overview: Young neurosurgeon inherits castle, discovers grandfather's experiments, changes perspective.), Movie 1704:Good Will Hunting (Genres: Drama; Language: en; Overview: Genius janitor Will Hunting receives therapy to realize his potential.), Movie 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.), Movie 2571:The Matrix (Genres: Action, Science Fiction; Language: en; Overview: In the 22nd century, a hacker joins rebels against computers.), Movie 3030:Yojimbo (Genres: Drama, Thriller; Language: ja; Overview: Ronin instigates gang war between rival businessmen in village.), Movie 3152:The Last Picture Show (Genres: Drama; Language: en; Overview: Sonny matures in a small Texas town during the 1950s.), Movie 3451:Guess Who's Coming to Dinner (Genres: Comedy, Drama, Romance; Language: en; Overview: Couple's attitudes challenged when daughter brings home black fiancé.), Movie 3685:Prizzi's Honor (Genres: Romance, Comedy, Crime, Drama; Language: en; Overview: Hitman couple falls in love, discovers they're hired to kill each other.)
  There are 10 Candidates for recommendation: Movie 1136:Monty Python and the Holy Grail (Genres: Adventure, Comedy, Fantasy; Language: en; Overview: King Arthur recruits knights, battles, and finds Camelot silly.),, Movie 3359:Breaking Away (Genres: Drama, Comedy; Language: en; Overview: Dave graduates high school, dreams of racing bikes, embraces Italian culture.), Movie 123:Chungking Express (Genres: Drama, Comedy, Romance; Language: cn; Overview: Two cops navigate heartbreak, love, and unexpected connections daily.),, Movie 514:The Ref (Genres: Comedy; Language: en; Overview: Cat burglar takes dysfunctional family hostage on Christmas Eve.),, Movie 3032:The Omega Man (Genres: Action, Science Fiction, Thriller; Language: en; Overview: Doctor Robert Neville survives plague; deformed "Family" threaten him.),, Movie 449:Fear of a Black Hat (Genres: Comedy; Language: en; Overview: Mockumentary humorously chronicles N.W.H.'s rise, fall, and resurrection.),, Movie 2238:Seven Beauties (Genres: Comedy, Drama, Foreign; Language: it; Overview: "Pasqualino, a thief, plots escape from a concentration camp."),, Movie 1380:Grease (Genres: Romance; Language: en; Overview: Sandy and Danny reunite in high school, facing friendship challenges.),, Movie 1360:Identification of a Woman (Genres: Romance, Drama; Language: it; Overview: Director Niccolò seeks women for a film after heartbreak.),, Movie 510:Poetic Justice (Genres: Drama, Romance; Language: en; Overview: Justice, a young poet, experiences life during an overnight delivery.),
  
  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 514 - Reason: This comedy features a dysfunctional family dynamic, appealing to the user's interest in character-driven narratives as seen in films like "Guess Who's Coming to Dinner."  
  Rank 2: Movie 123 - Reason: The blend of drama and romance resonates with the user's appreciation for emotional storytelling, similar to "The Crying Game" and "Good Will Hunting."  
  Rank 3: Movie 1360 - Reason: This film's focus on romance and artistic pursuit aligns with the user's taste for stories about love and personal growth, evident in "The Princess Bride."  
  Rank 4: Movie 510 - Reason: The romantic and dramatic elements in this movie speak to the user's experience with character relationships as seen in "Good Will Hunting" and "The Last Picture Show."  
  Rank 5: Movie 2238 - Reason: The combination of comedy and drama in a historical context appeals to the user's enjoyment of thought-provoking narratives, akin to "On the Waterfront."  
  Rank 6: Movie 449 - Reason: This mockumentary style offers humor and social commentary, which aligns with the user's enjoyment of comedies like "Young Frankenstein."  
  Rank 7: Movie 1380 - Reason: The high school setting and romantic themes connect with the user's interest in youthful relationships, similar to "The Princess Bride."  
  Rank 8: Movie 3032 - Reason: The action and science fiction elements resonate with the user's appreciation for thrilling narratives, as seen in "The Matrix."  
  Rank 9: Movie 3359 - Reason: This film's coming-of-age story and comedic aspects are reminiscent of the character development found in "The Last Picture Show."  
  Rank 10: Movie 1136 - Reason: The adventurous and comedic elements mirror the user's enjoyment of fantastical narratives, as found in "The Princess Bride."
rejected: Rank 1: Movie 123 - Reason: The blend of drama and romance resonates with the user's appreciation for emotional storytelling, similar to "The Crying Game" and "Good Will Hunting."  
  Rank 2: Movie 514 - Reason: This comedy features a dysfunctional family dynamic, appealing to the user's interest in character-driven narratives as seen in films like "Guess Who's Coming to Dinner."  
  Rank 3: Movie 2238 - Reason: The combination of comedy and drama in a historical context appeals to the user's enjoyment of thought-provoking narratives, akin to "On the Waterfront."  
  Rank 4: Movie 1360 - Reason: This film's focus on romance and artistic pursuit aligns with the user's taste for stories about love and personal growth, evident in "The Princess Bride."  
  Rank 5: Movie 449 - Reason: This mockumentary style offers humor and social commentary, which aligns with the user's enjoyment of comedies like "Young Frankenstein."  
  Rank 6: Movie 1380 - Reason: The high school setting and romantic themes connect with the user's interest in youthful relationships, similar to "The Princess Bride."  
  Rank 7: Movie 3032 - Reason: The action and science fiction elements resonate with the user's appreciation for thrilling narratives, as seen in "The Matrix."  
  Rank 8: Movie 1136 - Reason: The adventurous and comedic elements mirror the user's enjoyment of fantastical narratives, as found in "The Princess Bride."
  Rank 9: Movie 3359 - Reason: This film's coming-of-age story and comedic aspects are reminiscent of the character development found in "The Last Picture Show."  
  Rank 10: Movie 510 - Reason: The romantic and dramatic elements in this movie speak to the user's experience with character relationships as seen in "Good Will Hunting" and "The Last Picture Show."  