Classifier Instance:

Anchor text: Apulia
Target Entity: Apulia
Preceding Context: Consuls Aemilius Paullus and Varro resolved to confront Hannibal and marched southward to
Succeeding Context: . After a two-day march, they found him on the left bank of the Aufidus River, and encamped six miles (10 km) away. Hannibal capitalized on Varro's eagerness and drew him into a trap by using an envelopment tactic which eliminated the Roman numerical advantage by shrinking the surface area where combat could occur. Hannibal drew up his least reliable infantry in the centre of a semicircle with the wings composed of the Gallic and Numidian horse. The Roman legions forced their way through Hannibal's weak centre but the Libyan Mercenaries on the wings swung around their advance, menacing their flanks. The onslaught of Hannibal's cavalry was irresistible, and Hasdrubal, his brother, who commanded the left, routed the Roman cavalry on the Roman right wing and then swept around the rear of the Roman line and attacked Varro's cavalry on the Roman left, and then the legions, from behind. As a result, the Roman army was surrounded with no means of escape. Due to these brilliant tactics, Hannibal, with much inferior numbers, managed to destroy all but a small remnant of this force. Depending on the source, it is estimated that 50,000–70,000 Romans were killed or captured at Cannae.
Paragraph Title: Seeking a decisive engagement
Source Page: Second Punic War

Ground Truth Types:

Predicted Types:

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