Classifier Instance:

Anchor text: Forbes
Target Entity: Forbes
Preceding Context: Many businesses are attracted to Madison's skill base, taking advantage of the area's high level of education. According to city-data.com, 48.2% of Madison's population over the age of 25 holds at least a bachelor's degree.
Succeeding Context: magazine reported in 2004 that Madison has the highest percentage of individuals holding Ph.D.s in the United States. In 2005, Forbes listed the city as having the lowest unemployment in the nation: 2.5%, less than half the U.S. 2004 average. In 2006, the same magazine listed Madison as number 31 in the top 200 metro areas for "Best Places for Business and Careers." Forbes has also named Madison in the top ten Best Cities several times within the past decade. In 2009, in the midst of the late-2000s recession, Madison had an unemployment rate of 3.5% and was ranked number one in a list of "ten cities for job growth".
Paragraph Title: Economy
Source Page: Madison, Wisconsin

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