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 58:The Postman (Genres: Comedy, Drama, Romance; Language: it; Overview: Italian postman discovers poetry, impresses Beatrice while delivering mail.), Movie 615:Bread and Chocolate (Genres: Comedy, Foreign; Language: it; Overview: Italian immigrant struggles for acceptance, endures hardships, and resists identity.), Movie 908:North by Northwest (Genres: Mystery, Thriller; Language: en; Overview: Roger Thornhill is wrongly identified as a spy, sparking chaos.), Movie 1041:Secrets & Lies (Genres: Drama; Language: en; Overview: A mother confronts her past when her daughter seeks her.), Movie 1069:Murder, My Sweet (Genres: Crime, Drama, Mystery, Thriller; Language: en; Overview: Detective seeks lost girlfriend, facing danger and deception throughout.), Movie 1163:Mina Tannenbaum (Genres: Drama, Comedy; Language: fr; Overview: Two childhood friends grow apart as they become adults.), Movie 1172:Cinema Paradiso (Genres: Drama, Romance; Language: it; Overview: Filmmaker remembers childhood love for movies and friendship with projectionist.), Movie 1188:Strictly Ballroom (Genres: Comedy, Drama, Romance; Language: en; Overview: Scott's career faces risks; can he succeed with new partner?), Movie 1288:This Is Spinal Tap (Genres: Comedy, Music; Language: en; Overview: "This Is Spinal Tap" explores a struggling metal band's journey.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.)
  There are 10 Candidates for recommendation: Movie 1477:Love Jones (Genres: Comedy, Drama, Romance; Language: en; Overview: Young poet Darius navigates love complications with photographer Nina.),, Movie 424:Blue Chips (Genres: Drama; Language: en; Overview: Desperate coach faces pressure as team struggles and recruits dwindles.),, Movie 1103:Rebel Without a Cause (Genres: Drama; Language: en; Overview: Teen Jim Stark faces challenges after moving, including love, conflict.),, Movie 784:The Cable Guy (Genres: Comedy, Drama, Thriller; Language: en; Overview: Cable guy becomes obsessive stalker after befriending recently single Steven.),, Movie 1084:Bonnie and Clyde (Genres: Crime, Drama; Language: en; Overview: Bonnie and Clyde depicts true crime couple’s bank robberies and legacy.),, Movie 183:Mute Witness (Genres: Thriller, Foreign; Language: en; Overview: Mute makeup artist discovers snuff film, faces Russian mafia danger.),, Movie 3733:The Paper Chase (Genres: Comedy, Drama, Romance; Language: en; Overview: First-year law student juggles coursework and relationship with professor's daughter.), Movie 224:Don Juan DeMarco (Genres: Romance, Drama, Comedy; Language: en; Overview: Man believes he's Don Juan; therapy rekindles romance for doctor.),, Movie 2935:The Lady Eve (Genres: Comedy, Romance; Language: en; Overview: Love, misunderstanding, disguise; Jean torments Charles after their split.),, Movie 3679:The Decline of Western Civilization (Genres: Documentary, Music; Language: en; Overview: Film explores 1980 Los Angeles punk scene featuring iconic bands.),
  
  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 2935 - Reason: This movie combines comedy and romance, aligning with the user's enjoyment of romantic comedies like "The Postman" and "Strictly Ballroom".  
  Rank 2: Movie 224 - Reason: The romantic and dramatic elements resonate with the user's preference for romance and drama, as seen in "Cinema Paradiso" and "Shakespeare in Love".  
  Rank 3: Movie 784 - Reason: The mix of comedy and drama, along with a thrilling twist, appeals to the user's taste for humorous yet engaging narratives like "This Is Spinal Tap".  
  Rank 4: Movie 3679 - Reason: The documentary aspect and focus on music may intrigue the user, given their interest in films that explore artistic themes like "This Is Spinal Tap".  
  Rank 5: Movie 424 - Reason: The dramatic storyline about personal struggles aligns with the user's interest in character-driven dramas as seen in "Secrets & Lies".  
  Rank 6: Movie 1477 - Reason: This film's combination of romance and drama reflects the user's enjoyment of romantic narratives, similar to "The Postman" and "Cinema Paradiso".  
  Rank 7: Movie 3733 - Reason: The film's blend of comedy and romance in a college setting matches the user's preference for light-hearted stories with romantic elements.  
  Rank 8: Movie 1084 - Reason: The crime and drama themes may appeal to the user's interest in gripping narratives, reminiscent of "Murder, My Sweet".  
  Rank 9: Movie 183 - Reason: The thriller aspect and foreign elements may intrigue the user, given their exposure to foreign films like "Bread and Chocolate".  
  Rank 10: Movie 1103 - Reason: The coming-of-age drama aligns with the user's interest in character development and emotional stories, similar to "Secrets & Lies".
rejected: Rank 1: Movie 183 - Reason: The thriller aspect and foreign elements may intrigue the user, given their exposure to foreign films like "Bread and Chocolate".  
  Rank 2: Movie 3679 - Reason: The documentary aspect and focus on music may intrigue the user, given their interest in films that explore artistic themes like "This Is Spinal Tap".  
  Rank 3: Movie 3733 - Reason: The film's blend of comedy and romance in a college setting matches the user's preference for light-hearted stories with romantic elements.  
  Rank 4: Movie 784 - Reason: The mix of comedy and drama, along with a thrilling twist, appeals to the user's taste for humorous yet engaging narratives like "This Is Spinal Tap".  
  Rank 5: Movie 224 - Reason: The romantic and dramatic elements resonate with the user's preference for romance and drama, as seen in "Cinema Paradiso" and "Shakespeare in Love".  
  Rank 6: Movie 1477 - Reason: This film's combination of romance and drama reflects the user's enjoyment of romantic narratives, similar to "The Postman" and "Cinema Paradiso".  
  Rank 7: Movie 1103 - Reason: The coming-of-age drama aligns with the user's interest in character development and emotional stories, similar to "Secrets & Lies".
  Rank 8: Movie 1084 - Reason: The crime and drama themes may appeal to the user's interest in gripping narratives, reminiscent of "Murder, My Sweet".  
  Rank 9: Movie 424 - Reason: The dramatic storyline about personal struggles aligns with the user's interest in character-driven dramas as seen in "Secrets & Lies".  
  Rank 10: Movie 2935 - Reason: This movie combines comedy and romance, aligning with the user's enjoyment of romantic comedies like "The Postman" and "Strictly Ballroom".  