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 1007:The Apple Dumpling Gang (Genres: Comedy, Family; Language: en; Overview: Bachelor and children discover gold, face outlaws and sharpshooters.), Movie 1036:Die Hard (Genres: Action, Thriller; Language: en; Overview: NYPD cop battles terrorists to save hostages and reconcile wife.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), 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 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.), Movie 1958:Terms of Endearment (Genres: Drama, Comedy; Language: en; Overview: Mother and daughter navigate life's challenges and relationships over years.), Movie 2628:Star Wars: Episode I - The Phantom Menace (Genres: Adventure, Action, Science Fiction; Language: en; Overview: Anakin, a Force-sensitive slave, is discovered as Sith return.), Movie 3196:Stalag 17 (Genres: Comedy, Drama, War; Language: en; Overview: American POWs suspect a security leak in Stalag 17.), Movie 3555:U-571 (Genres: Action, Drama, Thriller, War; Language: en; Overview: Allies seize opportunity to capture Enigma after U-boat SOS.), Movie 3623:Mission: Impossible II (Genres: Adventure, Action, Thriller; Language: en; Overview: Ethan Hunt races to stop a biological weapon threat.)
  There are 10 Candidates for recommendation: Movie 3421:Animal House (Genres: Comedy; Language: en; Overview: Dean Wormer aims to expel Delta Tau Chi; they resist.),, Movie 1918:Lethal Weapon 4 (Genres: Action, Adventure, Comedy, Crime, Thriller; Language: en; Overview: Detectives battle mobster involved in slave trading and counterfeiting.),, Movie 1472:City of Industry (Genres: Crime, Thriller, Drama; Language: en; Overview: Retired thief seeks revenge on brother's murderer while evading capture.),, Movie 1041:Secrets & Lies (Genres: Drama; Language: en; Overview: A mother confronts her past when her daughter seeks her.),, Movie 13:Balto (Genres: Family, Animation, Adventure; Language: en; Overview: Half-wolf outcast risks everything to stop Nome's deadly epidemic.),, Movie 380:True Lies (Genres: Action, Thriller; Language: en; Overview: Harry Tasker, a secret agent, reveals his identity to save.),, Movie 503:The New Age (Genres: Comedy, Drama; Language: en; Overview: Couple seeks meaning through business and New Age after job loss.),, Movie 535:Short Cuts (Genres: Comedy, Drama; Language: en; Overview: Altman's multi-character film explores American culture's emotional spectrum profoundly.),, Movie 3452:Romeo Must Die (Genres: Action, Crime, Thriller; Language: en; Overview: Two gangs vie for power in Oakland's docks, leading to betrayal.), Movie 951:His Girl Friday (Genres: Comedy, Drama; Language: en; Overview: Hildy announces engagement; Walter sabotages fiancé to win her back.),
  
  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 503 - Reason: This film combines comedy and drama, which aligns with the user's enjoyment of light-hearted yet meaningful narratives as seen in "Terms of Endearment" and "The Graduate."  
  Rank 2: Movie 1041 - Reason: The emotional depth and family dynamics in this drama resonate with the user's preference for character-driven stories, similar to "Terms of Endearment."  
  Rank 3: Movie 380 - Reason: This action-thriller features a mix of excitement and personal stakes, echoing the user's interest in high-stakes narratives like "Die Hard."  
  Rank 4: Movie 3452 - Reason: The crime and thrilling elements meet the user's preference for action-packed plots, reminiscent of "Die Hard" and "U-571."  
  Rank 5: Movie 1918 - Reason: This film blends action, comedy, and crime, matching the user's taste for entertaining yet intense narratives, similar to "Mission: Impossible II."  
  Rank 6: Movie 1472 - Reason: The crime and revenge themes resonate with the user’s interest in dramatic stories with moral complexity as seen in "On the Waterfront."  
  Rank 7: Movie 951 - Reason: This classic comedy-drama offers witty dialogue and romance, appealing to the user’s appreciation for clever humor as evidenced by "The Graduate."  
  Rank 8: Movie 13 - Reason: The family-friendly adventure aligns with the user’s enjoyment of family-oriented films like "The Apple Dumpling Gang."  
  Rank 9: Movie 535 - Reason: This multi-character exploration of life’s complexities mirrors the user’s appreciation for deep, thought-provoking narratives found in "Terms of Endearment."  
  Rank 10: Movie 3421 - Reason: The comedic elements and college setting resonate with the user’s enjoyment of comedies like "The Apple Dumpling Gang" and "Stalag 17."
rejected: Rank 1: Movie 1472 - Reason: The crime and revenge themes resonate with the user’s interest in dramatic stories with moral complexity as seen in "On the Waterfront."  
  Rank 2: Movie 3452 - Reason: The crime and thrilling elements meet the user's preference for action-packed plots, reminiscent of "Die Hard" and "U-571."  
  Rank 3: Movie 1918 - Reason: This film blends action, comedy, and crime, matching the user's taste for entertaining yet intense narratives, similar to "Mission: Impossible II."  
  Rank 4: Movie 380 - Reason: This action-thriller features a mix of excitement and personal stakes, echoing the user's interest in high-stakes narratives like "Die Hard."  
  Rank 5: Movie 13 - Reason: The family-friendly adventure aligns with the user’s enjoyment of family-oriented films like "The Apple Dumpling Gang."  
  Rank 6: Movie 951 - Reason: This classic comedy-drama offers witty dialogue and romance, appealing to the user’s appreciation for clever humor as evidenced by "The Graduate."  
  Rank 7: Movie 3421 - Reason: The comedic elements and college setting resonate with the user’s enjoyment of comedies like "The Apple Dumpling Gang" and "Stalag 17."
  Rank 8: Movie 535 - Reason: This multi-character exploration of life’s complexities mirrors the user’s appreciation for deep, thought-provoking narratives found in "Terms of Endearment."  
  Rank 9: Movie 503 - Reason: This film combines comedy and drama, which aligns with the user's enjoyment of light-hearted yet meaningful narratives as seen in "Terms of Endearment" and "The Graduate."  
  Rank 10: Movie 1041 - Reason: The emotional depth and family dynamics in this drama resonate with the user's preference for character-driven stories, similar to "Terms of Endearment."  