Classifier Instance:

Anchor text: Naples
Target Entity: Naples
Preceding Context: As Britain was gathering the Third Coalition against France, Napoleon planned an invasion of Great Britain, and massed 180,000 effectives at Boulogne. However, in order to mount his invasion, he needed to achieve naval superiority—or at least to pull the British fleet away from the English Channel. A complex plan to distract the British by threatening their possessions in the West Indies failed when a Franco-Spanish fleet under Admiral Villeneuve turned back after an indecisive action off Cape Finisterre on 22 July 1805. The Royal Navy blockaded Villeneuve in Cádiz until he left for
Succeeding Context: on 19 October; the British squadron subsequently caught and defeated his fleet in the Battle of Trafalgar on 21 October (the British commander, Lord Nelson, died in the battle). Napoleon would never again have the opportunity to challenge the British at sea. By this time, however, Napoleon had already all but abandoned plans to invade Britain, and had again turned his attention to enemies on the Continent. The French army left Boulogne and moved towards Austria.
Paragraph Title: War of the Third Coalition 1805
Source Page: Napoleonic Wars

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