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 356:Forrest Gump (Genres: Comedy, Drama, Romance; Language: en; Overview: Forrest Gump: determination and love triumph over challenges and limitations.), Movie 678:Some Folks Call It a Sling Blade (Genres: Drama, Thriller; Language: en; Overview: Karl Childers released after 25 years; reporter uncovers his past.), Movie 1094:The Crying Game (Genres: Romance, Crime, Drama, Thriller; Language: en; Overview: IRA member bonds with kidnapped soldier; seeks out soldier's girlfriend.), Movie 1794:Love and Death on Long Island (Genres: Drama, Romance, Foreign; Language: en; Overview: Widower Giles falls for movie star Ronnie, investigates, and travels.), Movie 2396:Shakespeare in Love (Genres: Romance, History; Language: en; Overview: Shakespeare's unwritten comedy transforms into tragedy through forbidden love.), Movie 2997:Being John Malkovich (Genres: Fantasy, Drama, Comedy; Language: en; Overview: Spike Jonze's film blends love, comedy, fantasy, and identity exploration.), Movie 3078:Liberty Heights (Genres: Drama; Language: en; Overview: Baltimore, 1954-1955: exploring anti-Semitism, race relations, and father), Movie 3185:Snow Falling on Cedars (Genres: Drama, Romance; Language: en; Overview: Japanese-American fisherman accused of killing neighbor; race influences trial.), Movie 3821:Nutty Professor II: The Klumps (Genres: Fantasy, Comedy, Romance, Science Fiction; Language: en; Overview: Professor Klump finds romance, but his alter ego causes chaos.), Movie 3893:Nurse Betty (Genres: Comedy, Crime, Thriller; Language: en; Overview: Betty lives in an alternate reality, embracing imaginary love.)
  There are 10 Candidates for recommendation: Movie 1373:Star Trek V: The Final Frontier (Genres: Science Fiction, Action, Adventure, Thriller; Language: en; Overview: Kirk's crew confronts Spock's brother, hijacking Enterprise for God.),, Movie 3510:Frequency (Genres: Crime, Drama, Science Fiction, Thriller; Language: en; Overview: Officer alters past to save father, unleashing brutal consequences.),, Movie 1633:Ulee's Gold (Genres: Drama; Language: en; Overview: Elderly beekeeper must save daughter-in-law and grandchildren from killers.),, Movie 3105:Awakenings (Genres: Drama; Language: en; Overview: Doctor uses experimental drug to awaken catatonic patient, transforming lives.),, Movie 1081:Victor/Victoria (Genres: Comedy, Music, Romance; Language: en; Overview: Soprano impersonates male, complicating her personal life and career.),, Movie 882:The Trigger Effect (Genres: Drama, Thriller; Language: en; Overview: Civilization's fragility revealed as survival instincts spark rivalry.),, 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 1831:Lost in Space (Genres: Adventure, Family, Science Fiction; Language: en; Overview: Robinsons attempt colonization; stowaway sabotages mission, leading to chaos.),, Movie 581:The Celluloid Closet (Genres: History, Documentary; Language: en; Overview: Documentary explores LGBT representation evolution and societal perceptions in cinema.),, Movie 2727:Killer's Kiss (Genres: Crime, Drama, Thriller; Language: en; Overview: Davey, a fading boxer, navigates love and violence in New York.),
  
  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 581 - Reason: This documentary explores LGBT representation in cinema, aligning with the user's appreciation for deep narratives as seen in films like "The Crying Game" and "Shakespeare in Love".
  
  Rank 2: Movie 1831 - Reason: The adventurous and family-oriented themes resonate with the user's interest in dramatic storytelling, similar to the emotional journeys in "Forrest Gump".
  
  Rank 3: Movie 3510 - Reason: This film's complex narrative involving time travel and its emotional stakes match the user's preference for thought-provoking stories, akin to "Being John Malkovich".
  
  Rank 4: Movie 1633 - Reason: The familial and dramatic elements in this movie parallel the user's interest in character-driven stories, similar to the themes in "Liberty Heights".
  
  Rank 5: Movie 3105 - Reason: The transformative journey of the characters reflects the user's appreciation for deep emotional narratives, reminiscent of "Snow Falling on Cedars".
  
  Rank 6: Movie 1373 - Reason: The science fiction and action elements in this film align with the user's interest in thrilling adventures like those in "Nurse Betty".
  
  Rank 7: Movie 3851 - Reason: The comedic exploration of personal struggles connects with the user's enjoyment of humor in movies like "Nutty Professor II: The Klumps".
  
  Rank 8: Movie 2727 - Reason: The combination of crime and drama elements resonates with the user's interest in intense narratives, similar to "Some Folks Call It a Sling Blade".
  
  Rank 9: Movie 882 - Reason: This film's exploration of societal collapse fits with the user's preference for dramatic tension, akin to the emotional depth found in "The Crying Game".
  
  Rank 10: Movie 1081 - Reason: The comedic and romantic themes in this movie resonate with the user's enjoyment of light-hearted romance as seen in "Shakespeare in Love".
rejected: Rank 1: Movie 1081 - Reason: The comedic and romantic themes in this movie resonate with the user's enjoyment of light-hearted romance as seen in "Shakespeare in Love".
  Rank 2: Movie 581 - Reason: This documentary explores LGBT representation in cinema, aligning with the user's appreciation for deep narratives as seen in films like "The Crying Game" and "Shakespeare in Love".
  Rank 3: Movie 3851 - Reason: The comedic exploration of personal struggles connects with the user's enjoyment of humor in movies like "Nutty Professor II: The Klumps".
  Rank 4: Movie 1831 - Reason: The adventurous and family-oriented themes resonate with the user's interest in dramatic storytelling, similar to the emotional journeys in "Forrest Gump".
  Rank 5: Movie 3105 - Reason: The transformative journey of the characters reflects the user's appreciation for deep emotional narratives, reminiscent of "Snow Falling on Cedars".
  Rank 6: Movie 882 - Reason: This film's exploration of societal collapse fits with the user's preference for dramatic tension, akin to the emotional depth found in "The Crying Game".
  Rank 7: Movie 1633 - Reason: The familial and dramatic elements in this movie parallel the user's interest in character-driven stories, similar to the themes in "Liberty Heights".
  Rank 8: Movie 2727 - Reason: The combination of crime and drama elements resonates with the user's interest in intense narratives, similar to "Some Folks Call It a Sling Blade".
  Rank 9: Movie 1373 - Reason: The science fiction and action elements in this film align with the user's interest in thrilling adventures like those in "Nurse Betty".
  Rank 10: Movie 3510 - Reason: This film's complex narrative involving time travel and its emotional stakes match the user's preference for thought-provoking stories, akin to "Being John Malkovich".