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 509:The Piano (Genres: Drama, Romance; Language: en; Overview: Mute pianist Ada McGrath navigates love and conflict in New Zealand.), Movie 969:The African Queen (Genres: Adventure, War, Romance; Language: en; Overview: A riverboat captain and missionary confront a German warship.), Movie 1204:Lawrence of Arabia (Genres: Adventure, Drama, History, War; Language: en; Overview: T.E. Lawrence aids Arab revolt against Ottomans, struggles with instability.), Movie 1265:Groundhog Day (Genres: Romance, Fantasy, Drama, Comedy; Language: en; Overview: Narcissistic weatherman relives Groundhog Day in Punxsutawney repeatedly.), Movie 1422:Murder at 1600 (Genres: Action, Drama, Mystery, Thriller, Crime; Language: en; Overview: Detective investigates secretary's murder amidst international crisis, uncovering conspiracy.), Movie 1589:Cop Land (Genres: Action, Crime, Drama; Language: en; Overview: Sheriff uncovers deadly conspiracy among admired officers, faces tough choices.), Movie 1680:Sliding Doors (Genres: Comedy, Drama, Fantasy, Romance; Language: en; Overview: Gwyneth Paltrow's character navigates love and choices in parallel stories.), Movie 2836:Outside Providence (Genres: Romance, Comedy, Drama; Language: en; Overview: Tim's life changes at prep school after meeting Jane.), Movie 3421:Animal House (Genres: Comedy; Language: en; Overview: Dean Wormer aims to expel Delta Tau Chi; they resist.), Movie 3893:Nurse Betty (Genres: Comedy, Crime, Thriller; Language: en; Overview: Betty lives in an alternate reality, embracing imaginary love.)
  There are 9 Candidates for recommendation: Movie 1952:Midnight Cowboy (Genres: Drama; Language: en; Overview: Naive prostitute and sick friend fight for survival in NYC.),, Movie 3556:The Virgin Suicides (Genres: Drama, Romance; Language: en; Overview: Male friends obsess over five sheltered sisters from strict parents.), Movie 1079:A Fish Called Wanda (Genres: Comedy, Crime; Language: en; Overview: Diamond advocate's heist complicates as rivals pursue the same collection.),, Movie 1897:High Art (Genres: Drama, Romance; Language: en; Overview: Intern and photographer exploit each other, falling in love.),, Movie 331:Tom & Viv (Genres: Drama, Romance; Language: en; Overview: TS Eliot's marriage to Vivienne faced personal struggles and fame.),, Movie 1044:Surviving Picasso (Genres: Drama, Romance; Language: en; Overview: Francoise Gilot endures Picasso's cruelty, ultimately moving on with life.),, Movie 90:The Journey of August King (Genres: Drama; Language: en; Overview: August King faces a moral dilemma helping a runaway slave.),, Movie 410:Addams Family Values (Genres: Comedy, Family, Fantasy; Language: en; Overview: Wednesday and Pugsley scheme against baby Pubert and dangerous nanny.),, Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.),
  
  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
  ...
  Rank9: 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 331 - Reason: This film explores the complexities of a romantic relationship, echoing the user's affinity for drama and romance as seen in their history with movies like "The Piano."
  
  Rank 2: Movie 3556 - Reason: The themes of obsession and personal struggle in this drama resonate with the user's interest in deep and emotional narratives, similar to those found in "The Piano."
  
  Rank 3: Movie 1079 - Reason: This comedy combines crime and clever storytelling, matching the user's enjoyment of humor and crime elements as seen in "Murder at 1600" and "Cop Land."
  
  Rank 4: Movie 1247 - Reason: The love triangle and dramatic tension in this film align with the user's preference for romantic dramas, akin to "The Piano" and "Sliding Doors."
  
  Rank 5: Movie 410 - Reason: This comedy's family dynamics and whimsical storytelling provide a lighter contrast that complements the user's varied tastes, including "Animal House."
  
  Rank 6: Movie 90 - Reason: The moral dilemmas and historical context resonate with the user's appreciation for drama and thought-provoking narratives, similar to "Lawrence of Arabia."
  
  Rank 7: Movie 1044 - Reason: This film's exploration of a tumultuous romantic relationship aligns with the user's interest in complex emotional stories, akin to "The Piano" and "The Virgin Suicides."
  
  Rank 8: Movie 1952 - Reason: The gritty realism and emotional struggles depicted in this drama match the user's taste for intense narratives, as seen in their history with "The African Queen."
  
  Rank 9: Movie 1897 - Reason: This film's exploration of love and artistic passion connects with the user's interest in romantic dramas, similar to "The Piano" and "High Art."
rejected: Rank 1: Movie 1952 - Reason: The gritty realism and emotional struggles depicted in this drama match the user's taste for intense narratives, as seen in their history with "The African Queen."
  Rank 2: Movie 410 - Reason: This comedy's family dynamics and whimsical storytelling provide a lighter contrast that complements the user's varied tastes, including "Animal House."
  Rank 3: Movie 1247 - Reason: The love triangle and dramatic tension in this film align with the user's preference for romantic dramas, akin to "The Piano" and "Sliding Doors."
  Rank 4: Movie 1897 - Reason: This film's exploration of love and artistic passion connects with the user's interest in romantic dramas, similar to "The Piano" and "High Art."
  Rank 5: Movie 1079 - Reason: This comedy combines crime and clever storytelling, matching the user's enjoyment of humor and crime elements as seen in "Murder at 1600" and "Cop Land."
  Rank 6: Movie 1044 - Reason: This film's exploration of a tumultuous romantic relationship aligns with the user's interest in complex emotional stories, akin to "The Piano" and "The Virgin Suicides."
  Rank 7: Movie 3556 - Reason: The themes of obsession and personal struggle in this drama resonate with the user's interest in deep and emotional narratives, similar to those found in "The Piano."
  Rank 8: Movie 331 - Reason: This film explores the complexities of a romantic relationship, echoing the user's affinity for drama and romance as seen in their history with movies like "The Piano."
  Rank 9: Movie 90 - Reason: The moral dilemmas and historical context resonate with the user's appreciation for drama and thought-provoking narratives, similar to "Lawrence of Arabia."