Classifier Instance:

Anchor text: Eustis
Target Entity: Eustis\u002c_Florida
Preceding Context: In 1874, William Backhouse Astor, Jr. from New York City's wealthy Astor family purchased over of land, upon which he began to establish a town he called Manhattan. New settlers arrived by steamboat to the town which Astor had endowed with a church, schoolhouse, botanical garden, and free cemetery. William Astor also built a hotel, saw mill, and eventually a railroad, the St. John's and Lake Eustis Railway, which departed town headed inland towards the communities of
Succeeding Context: and Leesburg. A few miles to the west of town, a satellite community called Astor Park grew up along the shore of Lake Schimmerhorn (named for Astor's wife, Caroline Schermerhorn Astor). Over the next twenty years Astor saw his town grow, but the Manhattan name never caught on. When William Astor died in 1892, the town was officially renamed Astor in his honor.
Paragraph Title: History
Source Page: Astor, Florida

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