Classifier Instance:

Anchor text: Pinkerton National Detective Agency
Target Entity: Pinkerton_National_Detective_Agency
Preceding Context: In the American Old West, policing was often very poor quality. The Army often provided some policing alongside poorly resourced sheriffs and temporarily organised posses. Public organizations were supplemented by private contractors, notably the
Succeeding Context: , which was hired by individuals, businessmen, local governments and the federal government. At its height, the Pinkerton Agency's numbers exceeded those of the standing army of the United States.
Paragraph Title: United States
Source Page: Police

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