Classifier Instance:

Anchor text: Karachi
Target Entity: Karachi
Preceding Context: Punjabi is a provincial language spoken as a first language by more than 44% of Pakistanis, mostly in Punjab as well as by a large number of people in
Succeeding Context: . It is an important language since Punjabi is spoken by about half of Pakistanis. However, Punjabi does not have any official status in Pakistan. The exact numbers of Punjabi speakers in Pakistan is hard to find since there are many dialects / languages, such as Saraiki, which some regard as part of Punjabi and others regard as separate language. When taking into account Hindko, Potwari, Pahari, Saraiki, Punjabi dialects are thus spoken by almost 60% of the population in Pakistan. The standard Punjabi dialects is from Lahore, Sialkot, Gujranwala and Sheikhupura districts of the Pakistani Punjab which was used by Waris Shah (1722–1798) in his famous book Heer Ranjha and is also now days the language of Punjabi literature, film and music; such as Lollywood. Other dialects are Multani or Saraiki in the West and South, Pothowari & Hindko in the North, Dogri in the mountain areas and Shahpuri in the Sargodha district.
Paragraph Title: Punjabi
Source Page: Demographics of Pakistan

Ground Truth Types:

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Predicted Types:

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