Classifier Instance:

Anchor text: Waterloo
Target Entity: Waterloo\u002c_Belgium
Preceding Context: The French invaded Belgium, defeated the Prussians at Ligny, and fought an indecisive battle with Wellington at the Battle of Quatre Bras. These events compelled the Anglo-Allied army to retreat to a ridge on the Brussels road, just south of the small town of
Succeeding Context: . On 17 June, a torrential rain soaked in, hampering movement. The next day, on 18 June, the Battle of Waterloo was fought. This was the first time Wellington had encountered Napoleon, and he commanded an Anglo-Dutch-German army that consisted of approximately 73,000 troops, 26,000 (36 percent) of whom were British.
Paragraph Title: Waterloo campaign
Source Page: Arthur Wellesley, 1st Duke of Wellington

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