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 337:What's Eating Gilbert Grape (Genres: Romance, Drama; Language: en; Overview: Gilbert juggles family responsibilities while seeking love and happiness.), Movie 1096:Sophie's Choice (Genres: Drama, Romance; Language: en; Overview: Meryl Streep plays Sophie, a Polish immigrant in Brooklyn.), Movie 1247:The Graduate (Genres: Drama; Language: en; Overview: Recent graduate entangled in love triangle with older woman, daughter.), Movie 1945:On the Waterfront (Genres: Crime, Drama; Language: en; Overview: Terry Malloy witnesses murder, feels guilt, seeks justice against corruption.), Movie 1968:The Breakfast Club (Genres: Comedy, Drama; Language: en; Overview: Five diverse students bond in detention, revealing shared experiences.), Movie 2150:The Gods Must Be Crazy (Genres: Action, Comedy; Language: en; Overview: Xixo battles misery from a cola bottle in the Kalahari.), Movie 3067:Women on the Verge of a Nervous Breakdown (Genres: Comedy, Drama; Language: es; Overview: Pepa's suicide plans are interrupted by chaotic, unexpected events.), Movie 3421:Animal House (Genres: Comedy; Language: en; Overview: Dean Wormer aims to expel Delta Tau Chi; they resist.), Movie 3448:Good Morning, Vietnam (Genres: Comedy, Drama, War; Language: en; Overview: Comedian Cronauer entertains soldiers in Vietnam, facing censorship and love.), Movie 3928:Abbott and Costello Meet Frankenstein (Genres: Comedy, Horror; Language: en; Overview: Two freight handlers encounter Dracula, Frankenstein, and the Wolf Man.)
  There are 10 Candidates for recommendation: Movie 3019:Drugstore Cowboy (Genres: Crime, Drama; Language: en; Overview: Gus Van Sant depicts heroin addicts' lives in Drugstore Cowboy.),, Movie 2882:Jakob the Liar (Genres: Comedy, Drama, History; Language: en; Overview: Jakob learns of Russian troops, sparking rumors of secret radio.),, Movie 2002:Lethal Weapon 3 (Genres: Adventure, Action, Comedy, Thriller, Crime; Language: en; Overview: Riggs and Murtaugh tackle a dangerous weapons dealer together.),, Movie 2215:Rich and Strange (Genres: Comedy, Drama, Thriller; Language: en; Overview: Couple receives fortune, leaves for cruise; Fred gets seasick.),, Movie 1394:Raising Arizona (Genres: Comedy, Crime; Language: en; Overview: Coen Brothers' absurd family story features a baby kidnapping chase.),, Movie 2157:The Chambermaid on the Titanic (Genres: Drama; Language: en; Overview: Horty wins Titanic contest, meets Marie, shares room, suspects infidelity.),, Movie 1278:Young Frankenstein (Genres: Comedy, Science Fiction; Language: en; Overview: Young neurosurgeon inherits castle, discovers grandfather's experiments, changes perspective.),, Movie 3755:The Perfect Storm (Genres: Drama; Language: en; Overview: In October 1991, a storm sank the fishing boat Andrea Gail.), Movie 1592:Air Bud (Genres: Comedy, Family, Drama; Language: en; Overview: Boy and dog bond over basketball, facing challenges together.),, Movie 3703:Mad Max 2: The Road Warrior (Genres: Adventure, Action, Thriller, Science Fiction; Language: en; Overview: Max battles Lord Humungus for gasoline in a post-apocalyptic Outback.),
  
  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 2882 - Reason: This movie blends comedy and drama, similar to the user's interest in films like "What's Eating Gilbert Grape" and "Sophie's Choice," which showcase deep emotional narratives.  
  Rank 2: Movie 1394 - Reason: The absurd family story and comedic elements resonate with the user's enjoyment of comedies like "Animal House" and "The Breakfast Club."  
  Rank 3: Movie 1278 - Reason: This comedy with a twist of science fiction aligns with the user's taste for unique narratives, much like their appreciation for "Good Morning, Vietnam."  
  Rank 4: Movie 3703 - Reason: The action and adventure themes cater to a broader interest in thrilling plots while still maintaining a dramatic undertone, akin to "On the Waterfront."  
  Rank 5: Movie 2215 - Reason: The combination of comedy and drama reflects the user's preference for films that explore interpersonal relationships, similar to "The Graduate."  
  Rank 6: Movie 1592 - Reason: This family-friendly film with a heartwarming story mirrors the emotional connections highlighted in the user's history, particularly in "What's Eating Gilbert Grape."  
  Rank 7: Movie 3019 - Reason: The focus on crime and drama fits well with the user's interest in serious narratives like "Sophie’s Choice" and "On the Waterfront."  
  Rank 8: Movie 3755 - Reason: The dramatic elements and real-life disaster theme resonate with the user’s appreciation for intense stories, much like "The Breakfast Club."  
  Rank 9: Movie 2002 - Reason: Action and comedy blend in this film, appealing to the user’s enjoyment of light-hearted yet thrilling narratives, reminiscent of "Animal House."  
  Rank 10: Movie 2157 - Reason: The dramatic story exploring relationships and trust complements the user’s interest in character-driven narratives, similar to "The Graduate."
rejected: Rank 1: Movie 3703 - Reason: The action and adventure themes cater to a broader interest in thrilling plots while still maintaining a dramatic undertone, akin to "On the Waterfront."  
  Rank 2: Movie 2882 - Reason: This movie blends comedy and drama, similar to the user's interest in films like "What's Eating Gilbert Grape" and "Sophie's Choice," which showcase deep emotional narratives.  
  Rank 3: Movie 1394 - Reason: The absurd family story and comedic elements resonate with the user's enjoyment of comedies like "Animal House" and "The Breakfast Club."  
  Rank 4: Movie 2215 - Reason: The combination of comedy and drama reflects the user's preference for films that explore interpersonal relationships, similar to "The Graduate."  
  Rank 5: Movie 1278 - Reason: This comedy with a twist of science fiction aligns with the user's taste for unique narratives, much like their appreciation for "Good Morning, Vietnam."  
  Rank 6: Movie 3019 - Reason: The focus on crime and drama fits well with the user's interest in serious narratives like "Sophie’s Choice" and "On the Waterfront."  
  Rank 7: Movie 2002 - Reason: Action and comedy blend in this film, appealing to the user’s enjoyment of light-hearted yet thrilling narratives, reminiscent of "Animal House."  
  Rank 8: Movie 2157 - Reason: The dramatic story exploring relationships and trust complements the user’s interest in character-driven narratives, similar to "The Graduate."
  Rank 9: Movie 3755 - Reason: The dramatic elements and real-life disaster theme resonate with the user’s appreciation for intense stories, much like "The Breakfast Club."  
  Rank 10: Movie 1592 - Reason: This family-friendly film with a heartwarming story mirrors the emotional connections highlighted in the user's history, particularly in "What's Eating Gilbert Grape."  