Classifier Instance:

Anchor text: Ghana Empire
Target Entity: Ghana_Empire
Preceding Context: The development of the region's economy allowed more centralized states and civilizations to form, beginning with the Nok culture which began 1000 B.C. and the
Succeeding Context: which first flourished between the 1st-3rd centuries which later gave way to the Mali empire. In current day Mauritania, there exists archaeological sites in the towns of Tichit and Oualata that were initially constructed around 2000 B.C., and was found to have originated from the Soninke branch of the Mandé peoples. Also, based on the archaeology of city of Kumbi Saleh in modern-day Mauritania, the Mali empire came to dominate much of the region until its defeat by Almoravid invaders in 1052.
Paragraph Title: Empires
Source Page: West Africa

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