TASK DEFINITION: In this task, you are given a set of context paragraph and some supporting facts to answer a question. Your task is to generate answer for given question based on set of context paragraphs and supporting facts.
PROBLEM: Context_1 : Shuangcheng District () is one of nine districts of Harbin, the capital of Heilongjiang province, People's Republic of China, covering part of the southwestern suburbs. It sits approximately 42 km south-southwest of downtown Harbin. Formerly a county-level city until 15 May 2014. The westernmost county-level division of Harbin City, it borders Daoli District to the north, Nangang and Pingfang Districts to the northeast, Acheng District to the east, and Wuchang to the southeast, as well as the Jilin prefecture-level divisions of Changchun to the south and Songyuan to the southwest. Context_2 : Nangang District () is one of nine districts of Harbin, the capital of Heilongjiang province, People's Republic of China, forming part of the city's urban core. It is home to major offices of the provincial government and is the political heart of Heilongjiang province. Other areas of interest within the district are the Harbin Railway Station, Guomao underground shopping street, a Confucian temple and the Buddhist Jile Temple. By far the most populous and densely populated of Harbin's county-level divisions, it borders the districts of Daowai and Xiangfang to the northeast, Pingfang to the southeast, Shuangcheng to the south, and Daoli to the west. A new subway system is also being built currently. Context_3 : Xiangfang District () is one of nine districts of Harbin, the capital of Heilongjiang province, China. It is an urban district in the pre-1940 part of Harbin, bordering the districts of Daowai to the north, Acheng to the southeast, Pingfang to the southwest, and Nangang to the west. It is an industrialized area, and contains the main scientific, technological and industrial zones of the city. The Harbin Development Zone is in the district. Context_4 : Unit 731 (Japanese: 731部隊 , Hepburn: Nana-san-ichi Butai ) was a covert biological and chemical warfare research and development unit of the Imperial Japanese Army that undertook lethal human experimentation during the Second Sino-Japanese War (1937–1945) of World War II. It was responsible for some of the most notorious war crimes carried out by Japan. Unit 731 was based at the Pingfang district of Harbin, the largest city in the Japanese puppet state of Manchukuo (now Northeast China). Context_5 : Pingfang Railway Station is a railway station of Lafa–Harbin Railway and located in the Pingfang District of Harbin, Heilongjiang province, China. Context_6 : Pingfang District () is one of nine districts of Harbin, the capital of Heilongjiang province, People's Republic of China, forming part of the city's urban core. The least spacious of Harbin's county-level divisions, it borders the districts of Xiangfang to the north, Acheng to the east, Shuangcheng to the southwest, and Nangang to the west. Context_7 : The American cover-up of Japanese war crimes occurred after the end of World War II, when the occupying US government granted political immunity to military personnel who had engaged in human experimentation and other crimes against humanity, predominantly in mainland China. The pardon of Japanese war criminals, among whom were Unit 731's commanding officers General Shiro Ishii and General Masaji Kitano, was overseen by General of the Army Douglas MacArthur in September 1945. While a series of war tribunals and trials was organized, many of the high-ranking officials and doctors who devised and respectively performed the experiments were pardoned and never brought to justice. As many as 12,000 people, most of them Chinese, died in Unit 731 alone and many more died in other facilities, such as Unit 100 and in field experiments throughout Manchuria. Context_8 : Harbin Aircraft Industry (Group) Co., Ltd. (HAIG), often shortened to Hafei (), is an aircraft manufacturing company headquartered in Pingfang District, Harbin, Heilongjiang province, China. It was previously called Harbin Aircraft Manufacturing Corporation (HAMC) in English. Context_9 : Surgeon General Shirō Ishii (石井 四郎 , Ishii Shirō , ; June 25, 1892 – October 9, 1959) was a Japanese army medical officer, microbiologist and the director of Unit 731, a biological warfare unit of the Imperial Japanese Army involved in forced and frequently lethal human experimentation during the Second Sino-Japanese War (1937–1945). Context_10 : Harbin No.3 High School (Chinese: 哈尔滨市第三中学) is the most prestigious high school in Harbin, Heilongjiang Province. And it is one of the top high schools in China. It has two campuses. One is located in the center of Harbin, Nangang District, and the other one is located in Qunli District of Harbin. Harbin No.3 High School is a historical cultural site of Harbin due to its long history. Qunli District campus is more than 240,000 meter squared with its entrance gate more than 50 meters wide. It is one of the largest in China.The admission is given based on test results. Among all the candidates in Harbin and surrounding cities, only the top 1% students will be selected. fact_1 : Surgeon General Shirō Ishii (石井 四郎 , Ishii Shirō , ; June 25, 1892 – October 9, 1959) was a Japanese army medical officer, microbiologist and the director of Unit 731, a biological warfare unit of the Imperial Japanese Army involved in forced and frequently lethal human experimentation during the Second Sino-Japanese War (1937–1945). fact_2 :  Unit 731 was based at the Pingfang district of Harbin, the largest city in the Japanese puppet state of Manchukuo (now Northeast China). Question: What unit was directed by Shiro Ishii and based at the Pingfang district of Harbin?

SOLUTION: Unit 731

PROBLEM: Context_1 : Beverly is a city in Essex County, Massachusetts, United States. The population was 39,502 at the 2010 census. Context_2 : No One Would Tell is a 1996 American teen crime drama television film directed by Noel Nosseck from an original script by Steven Loring. It is based on the true story of Jamie Fuller, a 16-year-old high school student who murdered his 14-year-old girlfriend, Amy Carnevale, on August 23, 1991, in Beverly, Massachusetts. Context_3 : Essex County is a primarily rural county in Southwestern Ontario, Canada comprising seven municipalities: Amherstburg, Kingsville, Lakeshore, LaSalle, Leamington, Tecumseh and the administrative seat, Essex. Essex County has a population of 181,530 as of the Canada 2016 Census. Context_4 : The Essex County Register of Deeds and Mortgages is an elected, statutory officer in Essex County, New Jersey, USA who is responsible under the law for recording, filing, and preserving all property transactions within the 22 municipalities of the County. The term of office is five years. Essex County is one of the two counties in New Jersey to have this office; in the other 19 counties, the Office of County Clerk is responsible for recording. Context_5 : Lewis Kilborn (1902–1984) was born in Newburyport, Massachusetts in 1902, the son of John Dexter Kilborn and Sarah Cahill Kilborn. He was the descendant of many generations of the Kilborn family (various spellings include "Kilbourn", "Kilbourne", "Kilburn", and others) who first began to settle in Essex County, Massachusetts in the 17th Century. When just a baby, Lew Kilborn was taken to the family home on Grape Island (Essex County, Massachusetts), in Ipswich, Massachusetts and grew up there, fishing and clamming with his father. When the Department of the Interior took possession of Grape Island for the Parker River National Wildlife Refuge, most of the families on Grape Island had already begun to leave for the mainland, but the Kilborns remained. After the death of his father, Lewis Kilborn was the last resident on the island, and remained there until his death in 1984. Context_6 : Lawrence is a city in Essex County, Massachusetts, United States, on the Merrimack River. As of the 2010 census, the city had a population of 76,377, which had risen to an estimated 78,197 as of 2014. Surrounding communities include Methuen to the north, Andover to the southwest, and North Andover to the southeast. Lawrence and Salem are the county seats of Essex County. Lawrence is part of the Merrimack Valley. Context_7 : Essex Heritage is a non-profit organization charted to promote the cultural heritage of Essex County in the Commonwealth of Massachusetts. Working with both public and private partnerships and with the National Park Service, the group supports and develops programs that enhance, preserve and encourage regional awareness of the area’s unique historic, cultural and natural resources. Headquartered in Salem, Massachusetts, the Commission services the 34 communities of Essex County. It has been recognized by the United States Congress in recognition of the important role that this region played in American history and the significant heritage sites that are still in the area. The organization's website is: www.essexheritage.org. See Essex National Heritage Commission. Context_8 : Essex County is a county in the northeastern part of the U.S. state of Massachusetts. As of the 2010 census, the total population was 743,159, making it the third-most populous county in Massachusetts. It is part of the Greater Boston area (the Boston–Cambridge–Newton, MA–NH Metropolitan Statistical Area). The largest city in Essex County is Lynn. The county was named after the English county of Essex. Context_9 : Essex is a town with a population of 20,427 in Essex County in southwestern Ontario, Canada, whose municipal borders extend to Lake Erie. Essex is also the name of the largest community within the municipality. The present mayor is Ron McDermott. It is the county seat for Essex County. Context_10 : Donal C. Fox (December 16, 1903 – August 15, 1987) was an American Democratic Party official who represented Essex County in the New Jersey State Senate from 1956 to 1964. Born in Amsbury, Massachusetts, he graduated from the University of Pennsylvania and Fordham Law School and practiced law in Newark. He served as the Deputy Attorney General of New Jersey, the First Assistant Essex County Prosecutor, the Chairman of the South Orange Planning Board, and as President of the Essex County Bar Association. fact_1 :  It is based on the true story of Jamie Fuller, a 16-year-old high school student who murdered his 14-year-old girlfriend, Amy Carnevale, on August 23, 1991, in Beverly, Massachusetts. fact_2 : Beverly is a city in Essex County, Massachusetts, United States. fact_3 :  The population was 39,502 at the 2010 census. Question: No One Would Tell is based on the true story of Jamie Fuller, who murdered his girlfriend in a city in Essex County, Massachusetts, with a population of what?

SOLUTION: 39,502

PROBLEM: Context_1 : The Empire Award for Best Supporting Actress is an Empire Award presented annually by the British film magazine "Empire" to honor an actress who has delivered an outstanding performance in a supporting role while working within the film industry. The Empire Award for Best Supporting Actress is one of two ongoing awards which were first introduced at the 19th Empire Awards ceremony in 2014 (along with Best Supporting Actor) with Sally Hawkins receiving the award for her role in "Blue Jasmine". Winners are voted by the readers of "Empire" magazine. Context_2 : Godzilla: King of the Monsters is an upcoming American monster film directed by Michael Dougherty and written by Dougherty, Zach Shields, and Max Borenstein. It is the sequel to 2014's "Godzilla" and will be the 33rd film in the "Godzilla" franchise, the third film in Legendary's MonsterVerse, and the third "Godzilla" film to be completely produced by a Hollywood studio. Despite the film's title, it is unrelated to the 1956 film of the same name. The film stars Vera Farmiga, Ken Watanabe, Sally Hawkins, Kyle Chandler, Millie Bobby Brown, Bradley Whitford, Thomas Middleditch, Charles Dance, O'Shea Jackson Jr., Aisha Hinds and Zhang Ziyi, and is scheduled to be released on March 22, 2019 in 2D, 3D, and select IMAX, except in Japan where it will be distributed by Toho. Context_3 : Mat Kirkby is an English filmmaker. In 2015, he won the Academy Award for Best Live Action Short Film for directing "The Phone Call", starring Sally Hawkins and Jim Broadbent. Kirkby wrote the film with his colleague James Lucas who both had family who worked on helplines. The short had its world premiere at the 2014 Tribeca Film Festival. He began his career as a director of commercials and music videos for artists including Adele, Muse and Basement Jaxx. Context_4 : The Shape of Water is a 2017 American romantic fantasy film directed by Guillermo del Toro and written by del Toro and Vanessa Taylor. The film stars Sally Hawkins, Michael Shannon, Richard Jenkins, Doug Jones, Michael Stuhlbarg, and Octavia Spencer. It was screened in the main competition section of the 74th Venice International Film Festival and premiered on August 31, 2017, where it was awarded the Golden Lion for best film in the competition. It also screened at the 2017 Toronto International Film Festival. "The Shape of Water" has been met with high praise from critics, with many declaring it Del Toro's best film since "Pan's Labyrinth" and particularly praising Sally Hawkins' performance. It is scheduled for release in the United States on December 8, 2017. Context_5 : Happy Ever Afters is an Irish film written and directed by Stephen Burke and starring Sally Hawkins and Tom Riley. The film was first shown at the Pusan International Film Festival in South Korea on 10 October and released on 21 October 2009 in France. It tells the story of two weddings that collide when both receptions are held at one hotel. Context_6 : "Blue Jasmine" is a 2013 American black comedy-drama film written and directed by Woody Allen. It stars Cate Blanchett as a New York socialite, Jeanette "Jasmine" French, who falls into poverty and homelessness. Alec Baldwin, Louis C.K., Bobby Canavale, Andrew Dice Clay and Sally Hawkins feature in supporting roles. The film premiered in six theaters in New York and Los Angeles on July 26, 2013. Sony Picture Classics later gave it a wide release on August 23, in more than 1,200 theaters in the United States and Canada. The film has grossed a worldwide total of more than $97 million on a production budget of $18 million. Context_7 : Sally Cecilia Hawkins (born 27 April 1976) is an English actress. She made her film debut in Mike Leigh's "All or Nothing" in 2002. She continued working with Leigh, appearing in "Vera Drake" (2004) and in "Happy-Go-Lucky" (2008), for which she won several awards including the Golden Globe Award for Best Actress in a Musical or Comedy, and the Silver Bear for Best Actress at the Berlin Film Festival. Context_8 : Submarine is a 2010 British coming-of-age comedy-drama film adapted from the 2008 novel of the same name by Joe Dunthorne. The film was written and directed by Richard Ayoade, and starred Craig Roberts, Yasmin Paige, Noah Taylor, Paddy Considine and Sally Hawkins. "Submarine" is Ayoade's directorial debut. Context_9 : Godzilla is a 2014 American monster film directed by Gareth Edwards and a reboot of Toho's "Godzilla" franchise. It is the 30th film in the "Godzilla" franchise, the first film in Legendary's MonsterVerse, and the second "Godzilla" film to be completely produced by a Hollywood studio, the first being the 1998 film of the same name. It stars Aaron Taylor-Johnson, Ken Watanabe, Elizabeth Olsen, Juliette Binoche, Sally Hawkins, David Strathairn, and Bryan Cranston. Context_10 : Mike Leigh OBE (born 20 February 1943) is an English writer and director of film and theatre. He studied at the Royal Academy of Dramatic Art (RADA) before honing his directing skills at East 15 Acting School and further at the Camberwell School of Art and the Central School of Art and Design. He began as a theatre director and playwright in the mid-1960s. In the 1970s and 1980s his career moved between theatre work and making films for BBC Television, many of which were characterised by a gritty "kitchen sink realism" style. His well-known films include the comedy-dramas "Life is Sweet" (1990) and "Career Girls" (1997), the Gilbert and Sullivan biographical film "Topsy-Turvy" (1999), and the bleak working-class drama "All or Nothing" (2002). His most notable works are the black comedy-drama "Naked" (1993), for which he won the Best Director Award at Cannes, the Oscar-nominated, BAFTA and Palme d'Or-winning drama "Secrets & Lies" (1996), the Golden Lion winning working-class drama "Vera Drake" (2004), and the Palme d'Or nominated biopic "Mr. Turner" (2014). Some of his notable stage plays include "Smelling A Rat", "It's A Great Big Shame", "Greek Tragedy", "Goose-Pimples", "Ecstasy", and "Abigail's Party". fact_1 : Sally Cecilia Hawkins (born 27 April 1976) is an English actress. fact_2 :  She made her film debut in Mike Leigh's "All or Nothing" in 2002. fact_3 : Mike Leigh OBE (born 20 February 1943) is an English writer and director of film and theatre. fact_4 :  He studied at the Royal Academy of Dramatic Art (RADA) before honing his directing skills at East 15 Acting School and further at the Camberwell School of Art and the Central School of Art and Design. Question: Where did the director that gave Sally Hawkins her first film debut study?

SOLUTION:
Royal Academy of Dramatic Art