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 164:Devil in a Blue Dress (Genres: Drama, Mystery, Thriller; Language: en; Overview: Unemployed veteran investigates missing woman, facing danger and challenges.), 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 1210:Return of the Jedi (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rebel leaders strategize attack; Luke confronts Vader, rescues friends.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1293:Gandhi (Genres: Drama, History; Language: en; Overview: Gandhi advocates nonviolent resistance for Indian independence from Britain.), Movie 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.), Movie 2248:Say Anything... (Genres: Comedy, Drama, Romance; Language: en; Overview: Lloyd and Diane's romance struggles against her father's disapproval.), Movie 2406:Romancing the Stone (Genres: Action, Adventure, Comedy, Romance; Language: en; Overview: Novelist Joan Wilder's adventure begins with a mysterious ransom package.), Movie 2935:The Lady Eve (Genres: Comedy, Romance; Language: en; Overview: Love, misunderstanding, disguise; Jean torments Charles after their split.)
  There are 10 Candidates for recommendation: Movie 951:His Girl Friday (Genres: Comedy, Drama; Language: en; Overview: Hildy announces engagement; Walter sabotages fiancé to win her back.),, Movie 518:The Road to Wellville (Genres: Comedy, Romance; Language: en; Overview: Unhappy couple visits Kellogg spa; hustler competes in cereal business.),, Movie 2474:The Color of Money (Genres: Drama; Language: en; Overview: Eddie mentors Vincent in pool, leading to conflict and rivalry.),, Movie 1379:Young Guns II (Genres: Western, Adventure; Language: en; Overview: Billy the Kid flees to Mexico, pursued by Pat Garrett.),, Movie 2996:Music of the Heart (Genres: Drama; Language: en; Overview: Schoolteacher struggles to teach violin to Harlem's inner-city children.),, Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.),, Movie 2369:Desperately Seeking Susan (Genres: Comedy; Language: en; Overview: Bored housewife becomes entwined in another woman's life through identity.),, Movie 803:Walking and Talking (Genres: Comedy, Drama, Romance; Language: en; Overview: Amelia faces challenges with friends' support and brief romance.),, Movie 3203:Dead Calm (Genres: Crime, Thriller, Horror, Drama; Language: en; Overview: Couple's sailing trip leads to mysterious survivor and chilling encounter.),, Movie 3684:The Fabulous Baker Boys (Genres: Music, Drama, Romance; Language: en; Overview: Frank and Jack Baker are professional musicians playing small clubs.)
  
  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 518 - Reason: This movie features a comedic and romantic storyline, resonating with the user's enjoyment of romantic comedies like "Groundhog Day" and "Say Anything...".  
  Rank 2: Movie 2474 - Reason: The theme of mentorship and rivalry in this drama aligns with the user's interest in character-driven narratives as seen in "The Graduate" and "On the Waterfront".  
  Rank 3: Movie 2996 - Reason: This film's focus on education and struggle in a dramatic context matches the user's appreciation for compelling dramas like "Gandhi" and "Devil in a Blue Dress".  
  Rank 4: Movie 3203 - Reason: The thriller and dramatic elements in this movie align with the user's interest in tense and suspenseful narratives similar to "Devil in a Blue Dress".  
  Rank 5: Movie 1196 - Reason: This adventure and science fiction movie offers a blend of action and emotional depth, appealing to the user's enjoyment of "Return of the Jedi".  
  Rank 6: Movie 951 - Reason: The witty dialogue and romantic tension in this classic comedy resonate with the user's taste for films like "The Graduate" and "Say Anything...".  
  Rank 7: Movie 1379 - Reason: This western adventure film features themes of pursuit and conflict, which aligns with the user's interest in action and adventure as seen in "Return of the Jedi".  
  Rank 8: Movie 803 - Reason: The comedic and romantic elements reflect the user's enjoyment of character-driven stories found in "Groundhog Day" and "Say Anything...".  
  Rank 9: Movie 3684 - Reason: This music-driven drama explores relationships and personal struggles, resonating with the user's taste for emotional depth as seen in "The Graduate".  
  Rank 10: Movie 2369 - Reason: The identity and relationship exploration in this comedy aligns with the user's interests in light-hearted narratives like "The Princess Bride".
rejected: Rank 1: Movie 951 - Reason: The witty dialogue and romantic tension in this classic comedy resonate with the user's taste for films like "The Graduate" and "Say Anything...".  
  Rank 2: Movie 2474 - Reason: The theme of mentorship and rivalry in this drama aligns with the user's interest in character-driven narratives as seen in "The Graduate" and "On the Waterfront".  
  Rank 3: Movie 2369 - Reason: The identity and relationship exploration in this comedy aligns with the user's interests in light-hearted narratives like "The Princess Bride".
  Rank 4: Movie 2996 - Reason: This film's focus on education and struggle in a dramatic context matches the user's appreciation for compelling dramas like "Gandhi" and "Devil in a Blue Dress".  
  Rank 5: Movie 803 - Reason: The comedic and romantic elements reflect the user's enjoyment of character-driven stories found in "Groundhog Day" and "Say Anything...".  
  Rank 6: Movie 3203 - Reason: The thriller and dramatic elements in this movie align with the user's interest in tense and suspenseful narratives similar to "Devil in a Blue Dress".  
  Rank 7: Movie 518 - Reason: This movie features a comedic and romantic storyline, resonating with the user's enjoyment of romantic comedies like "Groundhog Day" and "Say Anything...".  
  Rank 8: Movie 1196 - Reason: This adventure and science fiction movie offers a blend of action and emotional depth, appealing to the user's enjoyment of "Return of the Jedi".  
  Rank 9: Movie 1379 - Reason: This western adventure film features themes of pursuit and conflict, which aligns with the user's interest in action and adventure as seen in "Return of the Jedi".  
  Rank 10: Movie 3684 - Reason: This music-driven drama explores relationships and personal struggles, resonating with the user's taste for emotional depth as seen in "The Graduate".  