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 62:Mr. Holland's Opus (Genres: Music, Drama, Family; Language: en; Overview: Musician becomes teacher, inspires students while pursuing his true passion.), Movie 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 924:2001: A Space Odyssey (Genres: Science Fiction, Mystery, Adventure; Language: en; Overview: Humans discover lunar object, seeking origins with HAL 9000's help.), Movie 1096:Sophie's Choice (Genres: Drama, Romance; Language: en; Overview: Meryl Streep plays Sophie, a Polish immigrant in Brooklyn.), Movie 1136:Monty Python and the Holy Grail (Genres: Adventure, Comedy, Fantasy; Language: en; Overview: King Arthur recruits knights, battles, and finds Camelot silly.), Movie 1187:Passion Fish (Genres: Drama; Language: en; Overview: Paralyzed actress forms unlikely bond with stubborn assistant in recovery.), Movie 1196:The Empire Strikes Back (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Luke trains with Yoda; rebels face capture and betrayal.), Movie 1198:Raiders of the Lost Ark (Genres: Adventure, Action; Language: en; Overview: Dr. Indiana Jones battles Nazis to find the Ark of Covenant.), Movie 1682:The Truman Show (Genres: Comedy, Drama; Language: en; Overview: Truman lives unknowingly in a reality show with actors.), Movie 2243:Broadcast News (Genres: Comedy, Drama, Romance; Language: en; Overview: Love triangle between news producer, reporter, and correspondent amidst change.)
  There are 10 Candidates for recommendation: Movie 3623:Mission: Impossible II (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt races to stop a biological weapon threat.),, Movie 3543:Diner (Genres: Comedy, Drama; Language: en; Overview: Five young men resist adulthood, finding refuge in their Diner.),, Movie 1493:Love and Other Catastrophes (Genres: Comedy, Romance; Language: it; Overview: Two film students navigate love and roommate search challenges.),, Movie 1520:Commandments (Genres: Comedy, Drama, Romance; Language: en; Overview: Seth, grieving and angry, breaks the Ten Commandments after tragedy.),, Movie 2359:Waking Ned (Genres: Comedy, Romance; Language: en; Overview: Lottery winner dies; townsfolk scramble to claim his winnings.),, Movie 462:A Good Man in Africa (Genres: Comedy, Drama; Language: en; Overview: Secretary Morgan Leafy navigates political intrigue and romantic complications.),, Movie 1270:Back to the Future (Genres: Adventure, Comedy, Science Fiction, Family; Language: en; Overview: Teenager travels to 1955, disrupts parents' romance, must fix.),, Movie 356:Forrest Gump (Genres: Comedy, Drama, Romance; Language: en; Overview: Forrest Gump: determination and love triumph over challenges and limitations.),, Movie 3785:Scary Movie (Genres: Comedy; Language: en; Overview: Wayans brothers humorously parody popular horror films and blockbusters.), Movie 2248:Say Anything... (Genres: Comedy, Drama, Romance; Language: en; Overview: Lloyd and Diane's romance struggles against her father's disapproval.),
  
  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 3623 - Reason: This action-packed thriller aligns with the user's interest in adventure and complex narratives, similar to their enjoyment of "Raiders of the Lost Ark" and "The Empire Strikes Back."  
  Rank 2: Movie 3543 - Reason: The blend of comedy and drama in a coming-of-age setting resonates with the user's preference for character-driven stories, as seen in "Mr. Holland's Opus."  
  Rank 3: Movie 1493 - Reason: The romantic comedy elements and focus on relationships appeal to the user's taste for romance, reflecting their interest in "Sophie’s Choice" and "The Piano."  
  Rank 4: Movie 356 - Reason: The themes of determination and love triumphing over adversity align well with the emotional depth found in the user's preferred films like "Sophie's Choice" and "Passion Fish."  
  Rank 5: Movie 2248 - Reason: This romantic comedy about high school love struggles connects with the user's interest in relationship dynamics, similar to "Mr. Holland's Opus."  
  Rank 6: Movie 1270 - Reason: The adventurous time travel concept and comedic elements appeal to the user's love for fantastical storytelling, akin to "2001: A Space Odyssey."  
  Rank 7: Movie 3785 - Reason: The humor in parodying popular culture connects with the user's enjoyment of comedy, as seen in "Monty Python and the Holy Grail."  
  Rank 8: Movie 1520 - Reason: The exploration of grief and moral dilemmas in a comedic format resonates with the user's appreciation for dramatic narratives, reflecting their interest in films like "Passion Fish."  
  Rank 9: Movie 2359 - Reason: The mix of comedy and romance in a small-town setting speaks to the user's interest in character relationships, similar to "Broadcast News."  
  Rank 10: Movie 462 - Reason: The combination of comedy and drama within a politically charged narrative aligns with the user's taste for complex storytelling, reminiscent of "The Truman Show."
rejected: Rank 1: Movie 2248 - Reason: This romantic comedy about high school love struggles connects with the user's interest in relationship dynamics, similar to "Mr. Holland's Opus."  
  Rank 2: Movie 1270 - Reason: The adventurous time travel concept and comedic elements appeal to the user's love for fantastical storytelling, akin to "2001: A Space Odyssey."  
  Rank 3: Movie 3543 - Reason: The blend of comedy and drama in a coming-of-age setting resonates with the user's preference for character-driven stories, as seen in "Mr. Holland's Opus."  
  Rank 4: Movie 462 - Reason: The combination of comedy and drama within a politically charged narrative aligns with the user's taste for complex storytelling, reminiscent of "The Truman Show."
  Rank 5: Movie 356 - Reason: The themes of determination and love triumphing over adversity align well with the emotional depth found in the user's preferred films like "Sophie's Choice" and "Passion Fish."  
  Rank 6: Movie 2359 - Reason: The mix of comedy and romance in a small-town setting speaks to the user's interest in character relationships, similar to "Broadcast News."  
  Rank 7: Movie 1493 - Reason: The romantic comedy elements and focus on relationships appeal to the user's taste for romance, reflecting their interest in "Sophie’s Choice" and "The Piano."  
  Rank 8: Movie 3623 - Reason: This action-packed thriller aligns with the user's interest in adventure and complex narratives, similar to their enjoyment of "Raiders of the Lost Ark" and "The Empire Strikes Back."  
  Rank 9: Movie 3785 - Reason: The humor in parodying popular culture connects with the user's enjoyment of comedy, as seen in "Monty Python and the Holy Grail."  
  Rank 10: Movie 1520 - Reason: The exploration of grief and moral dilemmas in a comedic format resonates with the user's appreciation for dramatic narratives, reflecting their interest in films like "Passion Fish."  