Classifier Instance:

Anchor text: Algona
Target Entity: Algona\u002c_Iowa
Preceding Context: On March 14, 1892, the first Town Council meeting was held. Some buildings were moved from Old Town to New Town (Milford) and many more businesses and residences were constructed. In 1921, the U.S. flag was flown at the new city hall for the first time and that year a vote approved to pave Okoboji Avenue (Main Street of Milford). The Milwaukee rail line which ran through Milford supplied the town with mail, groceries, clothing, lumber, coal, and machinery before automobiles could get to the Great Lakes. Two passenger trains made daily trips from Des Moines to Spirit Lake, making 4 stops in Milford each day. Also another train from Spencer, a town south of Milford, made to runs every day. Until 1910, excursion trains came to the Lakes Area from Des Moines,
Succeeding Context: , and other towns on weekends and holidays. They usually carried 8-10 passenger coaches, and left on Sunday or at the end of the holidays. The last passenger train left Milford for Spencer in 1951. The last freight train left Milford for Spencer in 1976. By this time, the tracks were hardly ever used now that it was easier to get to the Lakes Area using the new highways. The tracks were dismantled in 1978 because they were hardly ever used. The tourists that came every summer came by the new highways and stopped using the railroad for transportation. The Iowa Great Lakes is still a huge attraction that swells the summer population to about 100,000.
Paragraph Title: Milford
Source Page: Milford, Iowa

Ground Truth Types:

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Predicted Types:

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|  |  |  |  |  |  |  |---wordnet_town_108665504
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|  |  |  |  |  |---wordnet_settlement_108672562
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