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 252:I.Q. (Genres: Comedy, Drama, Romance; Language: en; Overview: Einstein aids a young man in winning his niece's affection.), Movie 1183:The English Patient (Genres: Drama, Romance, War; Language: en; Overview: Count Almásy experiences love, betrayal, and politics during WWII.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1286:Somewhere in Time (Genres: Science Fiction, Drama, Fantasy, Romance; Language: en; Overview: Young writer time-travels, falls in love with actress, faces challenges.), Movie 2247:Married to the Mob (Genres: Comedy, Crime, Romance; Language: en; Overview: Angela seeks escape from crime but attracts attention from mobsters.), Movie 2671:Notting Hill (Genres: Romance, Comedy, Drama; Language: en; Overview: British comedy explores love between actress and book seller; privacy struggles.), Movie 2942:Flashdance (Genres: Drama, Music, Romance; Language: en; Overview: Exotic dancer dreams of ballet; features iconic soundtrack and song.), 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 3512:Return to Me (Genres: Romance, Comedy, Drama; Language: en; Overview: Widowed architect falls for waitress on blind date; truth revealed.)
  There are 10 Candidates for recommendation: Movie 1096:Sophie's Choice (Genres: Drama, Romance; Language: en; Overview: Meryl Streep plays Sophie, a Polish immigrant in Brooklyn.),, Movie 2874:The Pajama Game (Genres: Comedy, Music; Language: en; Overview: Employees seek wage increase; Babe and Sid's chemistry complicates negotiations.), Movie 503:The New Age (Genres: Comedy, Drama; Language: en; Overview: Couple seeks meaning through business and New Age after job loss.),, Movie 2302:My Cousin Vinny (Genres: Comedy, Drama; Language: en; Overview: Two friends arrested for murder; lawyer cousin unexpectedly defends them.),, Movie 2731:The 400 Blows (Genres: Drama; Language: fr; Overview: Antoine faces challenges with neglectful adults and authority conflicts.),, Movie 905:It Happened One Night (Genres: Comedy, Romance; Language: en; Overview: Ellie escapes marriage, teams up with reporter for return journey.),, Movie 899:Singin' in the Rain (Genres: Comedy, Music, Romance; Language: en; Overview: Silent film stars face romance and voice challenges in Hollywood.),, Movie 426:Body Snatchers (Genres: Horror, Science Fiction, Thriller; Language: en; Overview: EPA inspector's family discovers alien presence at military base.),, Movie 1297:Real Genius (Genres: Comedy, Romance; Language: en; Overview: Chris and Mitch balance genius with fun amid college pressures.),, Movie 891:Halloween: The Curse of Michael Myers (Genres: Horror, Thriller; Language: en; Overview: Jamie escapes after giving birth, seeks Dr. Loomis' help.),
  
  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 2731 - Reason: This film's exploration of complex emotional challenges and personal growth resonates with the user's appreciation for dramatic storytelling as seen in "The English Patient" and "The Graduate."
  
  Rank 2: Movie 2874 - Reason: The combination of comedy and musical elements in this film aligns with the user's enjoyment of lighthearted stories, similar to their history with movies like "Clueless" and "Guess Who's Coming to Dinner."
  
  Rank 3: Movie 1096 - Reason: The intense emotional narrative of love and sacrifice in this drama matches the user's interest in romantic and dramatic themes as seen in "Somewhere in Time" and "Return to Me."
  
  Rank 4: Movie 891 - Reason: The thriller and horror aspects provide a compelling contrast to the romantic comedies the user enjoys, adding variety while still engaging with intense emotional stakes.
  
  Rank 5: Movie 2302 - Reason: The blend of comedy and courtroom drama reflects the user's taste for humor intertwined with serious themes, similar to "I.Q." and "My Cousin Vinny."
  
  Rank 6: Movie 426 - Reason: The intriguing mix of horror and science fiction appeals to the user's interest in thought-provoking narratives, providing a darker thematic contrast to their usual romantic choices.
  
  Rank 7: Movie 503 - Reason: This film's comedic take on personal reinvention through new experiences aligns with the user's appreciation for character-driven stories, evident in "Married to the Mob."
  
  Rank 8: Movie 899 - Reason: The classic romantic comedy elements and musical numbers connect with the user's fondness for feel-good narratives, akin to "Notting Hill" and "Flashdance."
  
  Rank 9: Movie 1297 - Reason: The witty humor and romantic subplot resonate with the user's enjoyment of comedies that also touch on personal growth, similar to "Clueless."
  
  Rank 10: Movie 905 - Reason: This film's blend of romance and adventure mirrors the user's interest in charming love stories with a twist, akin to "The Graduate" and "Guess Who's Coming to Dinner."
rejected: Rank 1: Movie 891 - Reason: The thriller and horror aspects provide a compelling contrast to the romantic comedies the user enjoys, adding variety while still engaging with intense emotional stakes.
  Rank 2: Movie 426 - Reason: The intriguing mix of horror and science fiction appeals to the user's interest in thought-provoking narratives, providing a darker thematic contrast to their usual romantic choices.
  Rank 3: Movie 1297 - Reason: The witty humor and romantic subplot resonate with the user's enjoyment of comedies that also touch on personal growth, similar to "Clueless."
  Rank 4: Movie 905 - Reason: This film's blend of romance and adventure mirrors the user's interest in charming love stories with a twist, akin to "The Graduate" and "Guess Who's Coming to Dinner."
  Rank 5: Movie 1096 - Reason: The intense emotional narrative of love and sacrifice in this drama matches the user's interest in romantic and dramatic themes as seen in "Somewhere in Time" and "Return to Me."
  Rank 6: Movie 2874 - Reason: The combination of comedy and musical elements in this film aligns with the user's enjoyment of lighthearted stories, similar to their history with movies like "Clueless" and "Guess Who's Coming to Dinner."
  Rank 7: Movie 503 - Reason: This film's comedic take on personal reinvention through new experiences aligns with the user's appreciation for character-driven stories, evident in "Married to the Mob."
  Rank 8: Movie 2731 - Reason: This film's exploration of complex emotional challenges and personal growth resonates with the user's appreciation for dramatic storytelling as seen in "The English Patient" and "The Graduate."
  Rank 9: Movie 2302 - Reason: The blend of comedy and courtroom drama reflects the user's taste for humor intertwined with serious themes, similar to "I.Q." and "My Cousin Vinny."
  Rank 10: Movie 899 - Reason: The classic romantic comedy elements and musical numbers connect with the user's fondness for feel-good narratives, akin to "Notting Hill" and "Flashdance."