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 318:The Shawshank Redemption (Genres: Drama, Crime; Language: en; Overview: Banker wrongfully imprisoned, earns respect through hope and integrity.), Movie 356:Forrest Gump (Genres: Comedy, Drama, Romance; Language: en; Overview: Forrest Gump: determination and love triumph over challenges and limitations.), Movie 597:Pretty Woman (Genres: Romance, Comedy; Language: en; Overview: Millionaire hires hooker; romance blossoms, transforming both their lives.), Movie 1193:One Flew Over the Cuckoo's Nest (Genres: Drama; Language: en; Overview: Randle McMurphy inspires mental hospital patients to rebel against Ratched.), Movie 1235:Harold and Maude (Genres: Comedy, Drama, Romance; Language: en; Overview: Harold and Maude connect, finding friendship and joy in life.), Movie 1485:Liar Liar (Genres: Comedy; Language: en; Overview: Fletcher's son wishes he stops lying, causing hilarious consequences.), Movie 2064:Roger & Me (Genres: Documentary, History; Language: en; Overview: Documentary on Flint GM plant closure, job loss, and interviews.), Movie 2290:Stardust Memories (Genres: Comedy, Drama, Romance; Language: en; Overview: Filmmaker reflects on life, loves, and inspirations for films.), Movie 2470:Crocodile Dundee (Genres: Adventure, Comedy; Language: en; Overview: Crocodile Dundee navigates New York City, blending cultures humorously.), Movie 3868:The Naked Gun: From the Files of Police Squad! (Genres: Comedy, Crime; Language: en; Overview: Officer Frank Drebin uncovers assassination plot against Queen Elizabeth.)
  There are 10 Candidates for recommendation: Movie 3078:Liberty Heights (Genres: Drama; Language: en; Overview: Baltimore, 1954-1955: exploring anti-Semitism, race relations, and father), Movie 593:The Silence of the Lambs (Genres: Crime, Drama, Thriller; Language: en; Overview: FBI trainee seeks clues from cannibal psychiatrist; chaos ensues.),, Movie 1756:The Prophecy II (Genres: Fantasy, Horror, Thriller; Language: en; Overview: Gabriel aims to destroy humanity, aided by a troubled teen.),, Movie 2443:Playing by Heart (Genres: Drama; Language: en; Overview: Eleven people navigate relationships, love, and heartache in L.A.),, Movie 590:Dances with Wolves (Genres: Adventure, Drama, Western; Language: en; Overview: Wounded soldier finds hope, becomes hero, befriends Sioux tribe.),, Movie 2302:My Cousin Vinny (Genres: Comedy, Drama; Language: en; Overview: Two friends arrested for murder; lawyer cousin unexpectedly defends them.),, Movie 679:The Run of the Country (Genres: Drama, Romance; Language: en; Overview: Irish boy escapes oppressive father, falls for wealthy girl.),, Movie 1840:He Got Game (Genres: Drama; Language: en; Overview: Father persuades son to attend college for reduced sentence.),, Movie 1002:Ed's Next Move (Genres: ; Language: en; Overview: Ed moves to NYC post-breakup, seeking love and friendship.),, Movie 20:Money Train (Genres: Action, Comedy, Crime; Language: en; Overview: Vengeful cop steals subway fares; brother cop attempts protection.),
  
  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 1002 - Reason: This film explores themes of love and friendship post-breakup, resonating with the emotional depth found in the user's preferred films like "Forrest Gump" and "Harold and Maude."  
  Rank 2: Movie 2302 - Reason: The blend of comedy and drama in a story about unexpected legal challenges mirrors the user's enjoyment of films that combine humor with serious themes, similar to "Pretty Woman" and "Liar Liar."  
  Rank 3: Movie 2443 - Reason: The exploration of relationships and heartache in this film aligns with the user's interest in complex emotional narratives, reminiscent of "One Flew Over the Cuckoo's Nest."  
  Rank 4: Movie 679 - Reason: This drama about personal freedom and romance reflects the user's appreciation for character-driven stories, akin to "The Shawshank Redemption."  
  Rank 5: Movie 20 - Reason: The mix of action and comedy in a crime setting connects with the user's taste for entertaining narratives, similar to "The Naked Gun: From the Files of Police Squad!"  
  Rank 6: Movie 593 - Reason: The psychological thriller elements and crime focus resonate with the user's interest in serious and intense narratives, akin to "One Flew Over the Cuckoo's Nest."  
  Rank 7: Movie 1756 - Reason: This film's blend of horror and thriller elements may appeal to the user's taste for darker themes, albeit less directly aligned with their history.  
  Rank 8: Movie 3078 - Reason: The exploration of social issues in a dramatic context matches the user's interest in thought-provoking narratives, similar to "Roger & Me."  
  Rank 9: Movie 590 - Reason: The themes of hope and personal growth in this adventure drama resonate with the user's affinity for uplifting stories, as seen in "The Shawshank Redemption."  
  Rank 10: Movie 1840 - Reason: This drama about family dynamics and redemption ties into the user's preference for deep emotional narratives, similar to "Forrest Gump."
rejected: Rank 1: Movie 1840 - Reason: This drama about family dynamics and redemption ties into the user's preference for deep emotional narratives, similar to "Forrest Gump."
  Rank 2: Movie 2443 - Reason: The exploration of relationships and heartache in this film aligns with the user's interest in complex emotional narratives, reminiscent of "One Flew Over the Cuckoo's Nest."  
  Rank 3: Movie 20 - Reason: The mix of action and comedy in a crime setting connects with the user's taste for entertaining narratives, similar to "The Naked Gun: From the Files of Police Squad!"  
  Rank 4: Movie 679 - Reason: This drama about personal freedom and romance reflects the user's appreciation for character-driven stories, akin to "The Shawshank Redemption."  
  Rank 5: Movie 590 - Reason: The themes of hope and personal growth in this adventure drama resonate with the user's affinity for uplifting stories, as seen in "The Shawshank Redemption."  
  Rank 6: Movie 1756 - Reason: This film's blend of horror and thriller elements may appeal to the user's taste for darker themes, albeit less directly aligned with their history.  
  Rank 7: Movie 1002 - Reason: This film explores themes of love and friendship post-breakup, resonating with the emotional depth found in the user's preferred films like "Forrest Gump" and "Harold and Maude."  
  Rank 8: Movie 2302 - Reason: The blend of comedy and drama in a story about unexpected legal challenges mirrors the user's enjoyment of films that combine humor with serious themes, similar to "Pretty Woman" and "Liar Liar."  
  Rank 9: Movie 3078 - Reason: The exploration of social issues in a dramatic context matches the user's interest in thought-provoking narratives, similar to "Roger & Me."  
  Rank 10: Movie 593 - Reason: The psychological thriller elements and crime focus resonate with the user's interest in serious and intense narratives, akin to "One Flew Over the Cuckoo's Nest."  