Classifier Instance:

Anchor text: Grand Union Hotel
Target Entity: Grand_Union_Hotel_\u0028Saratoga_Springs\u002c_New_York\u0029
Preceding Context: In the 19th century, the noted doctor Simon Baruch encouraged bringing European style spas to the United States, and thus Saratoga Springs, with its wealth of mineral waters developed as a spa, seeing many hotels built, including the
Succeeding Context: that was, in its day, the largest hotel in the world, and the United States Hotel. In 1863, Saratoga Race Course opened and moved to its current location the following year, greatly expanding the city's reputation as a tourist destination. In addition, the Saratoga Springs area was known for its gambling, which after the first years of the 20th century was illegal, but still widespread. Most gambling facilities were located on Saratoga Lake, on the southeast side of the city.
Paragraph Title: History
Source Page: Saratoga Springs, New York

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