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 39:Clueless (Genres: Comedy, Drama, Romance; Language: en; Overview: Cher, a popular matchmaker, learns lessons about love and identity.), Movie 471:The Hudsucker Proxy (Genres: Comedy, Drama; Language: en; Overview: Naive graduate becomes president of company involved in stock scam.), Movie 1485:Liar Liar (Genres: Comedy; Language: en; Overview: Fletcher's son wishes he stops lying, causing hilarious consequences.), Movie 1923:There's Something About Mary (Genres: Romance, Comedy; Language: en; Overview: Man reunites with disastrous prom date, faces competition from suitors.), Movie 2456:The Fly II (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: Martin Brundle, a mutant, is raised by Bartok Inc. employees.), Movie 2502:Office Space (Genres: Comedy, Crime; Language: en; Overview: Three workers plot to embezzle money from their employers.), Movie 2792:Airplane II: The Sequel (Genres: Comedy; Language: en; Overview: Faulty shuttle heads for sun; Ted Striker must save it.), Movie 3173:Any Given Sunday (Genres: Drama; Language: en; Overview: Third-string quarterback impresses, challenging coach and new owner's strategies.), Movie 3793:X-Men (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Rogue and Wolverine join X-Men to fight a terrorist organization.), Movie 3809:What About Bob? (Genres: Comedy; Language: en; Overview: Selfish psychiatrist's vacation disrupted by needy patient Bob Wiley.)
  There are 10 Candidates for recommendation: Movie 2948:From Russia with Love (Genres: Action, Thriller, Adventure; Language: en; Overview: Bond faces SPECTRE, Russian agents, and deadly encounters in Istanbul.),, Movie 419:The Beverly Hillbillies (Genres: Comedy; Language: en; Overview: Jed Clampett moves to Beverly Hills, attracting con artists seeking fortune.),, Movie 3691:Private School (Genres: Comedy, Romance; Language: en; Overview: Christine loves Jim; classmate Jordan schemes to win him. Shenanigans ensue.),, Movie 3328:Ghost Dog: The Way of the Samurai (Genres: Crime, Drama; Language: en; Overview: African-American hitman, inspired by samurai, faces mob assassination threats.),, Movie 153:Batman Forever (Genres: Action, Crime, Fantasy; Language: en; Overview: Batman battles Two-Face and Riddler while mentoring Robin.),, Movie 118:If Lucy Fell (Genres: Comedy, Romance; Language: en; Overview: Roommates Joe and Lucy make a risky pact about love.),, Movie 3851:Margaret Cho: I'm the One That I Want (Genres: Comedy; Language: en; Overview: Margaret Cho's monologue explores her journey through fame and recovery.), Movie 2259:Blame It on Rio (Genres: Comedy, Romance; Language: en; Overview: Matthew falls for best friend's daughter, causing familial conflict.),, Movie 3303:Black Tar Heroin: The Dark End of the Street (Genres: Documentary; Language: en; Overview: Film depicts drug degradation of five youths over three years.),, Movie 2108:L.A. Story (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: A weatherman uses a billboard to impress a reporter.),
  
  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 3303 - Reason: This documentary provides a raw and intense exploration of youth struggles, which may resonate with the user's interest in deep, character-driven narratives as seen in their history.  
  Rank 2: Movie 2259 - Reason: The blend of comedy and romance aligns with the user's enjoyment of lighthearted romantic stories, similar to "There's Something About Mary".  
  Rank 3: Movie 153 - Reason: The action and crime elements, combined with a fantastical storyline, appeal to the user’s appreciation for engaging and adventurous plots, reminiscent of "X-Men".  
  Rank 4: Movie 2948 - Reason: The thrilling action and espionage themes connect with the user’s interest in complex narratives like those in "Any Given Sunday".  
  Rank 5: Movie 419 - Reason: This comedy about family dynamics and unexpected situations aligns with the user's preference for comedic films with relatable themes, as seen in "Clueless".  
  Rank 6: Movie 3328 - Reason: The crime and drama elements, along with a unique protagonist, resonate with the user's taste for intense character studies, akin to "Liar Liar".  
  Rank 7: Movie 3691 - Reason: This romantic comedy features youthful antics and relationships, appealing to the user’s preference for lighthearted stories like "There's Something About Mary".  
  Rank 8: Movie 2108 - Reason: The blend of comedy, drama, and romance reflects the user’s interest in films that explore relationships in a whimsical manner, similar to "Clueless".  
  Rank 9: Movie 3851 - Reason: The stand-up comedy format and personal storytelling may resonate with the user's appreciation for humor and personal journeys, as evident from their history.  
  Rank 10: Movie 118 - Reason: This romantic comedy about love and friendship aligns with the user’s enjoyment of relationships and lighthearted narratives, similar to "Liar Liar".
rejected: Rank 1: Movie 2259 - Reason: The blend of comedy and romance aligns with the user's enjoyment of lighthearted romantic stories, similar to "There's Something About Mary".  
  Rank 2: Movie 2108 - Reason: The blend of comedy, drama, and romance reflects the user’s interest in films that explore relationships in a whimsical manner, similar to "Clueless".  
  Rank 3: Movie 2948 - Reason: The thrilling action and espionage themes connect with the user’s interest in complex narratives like those in "Any Given Sunday".  
  Rank 4: Movie 419 - Reason: This comedy about family dynamics and unexpected situations aligns with the user's preference for comedic films with relatable themes, as seen in "Clueless".  
  Rank 5: Movie 3691 - Reason: This romantic comedy features youthful antics and relationships, appealing to the user’s preference for lighthearted stories like "There's Something About Mary".  
  Rank 6: Movie 153 - Reason: The action and crime elements, combined with a fantastical storyline, appeal to the user’s appreciation for engaging and adventurous plots, reminiscent of "X-Men".  
  Rank 7: Movie 3328 - Reason: The crime and drama elements, along with a unique protagonist, resonate with the user's taste for intense character studies, akin to "Liar Liar".  
  Rank 8: Movie 3851 - Reason: The stand-up comedy format and personal storytelling may resonate with the user's appreciation for humor and personal journeys, as evident from their history.  
  Rank 9: Movie 118 - Reason: This romantic comedy about love and friendship aligns with the user’s enjoyment of relationships and lighthearted narratives, similar to "Liar Liar".
  Rank 10: Movie 3303 - Reason: This documentary provides a raw and intense exploration of youth struggles, which may resonate with the user's interest in deep, character-driven narratives as seen in their history.  