Classifier Instance:

Anchor text: Dadu
Target Entity: Dadu\u002c_Pakistan
Preceding Context: Sindhi is a provincial language spoken as a first language by 15.5% of Pakistanis, mostly in Sindh. It has a rich literature and is used in schools. It is an Indo-Iranian (Indo-European) language, derived from Sanskrit, Persian and Arabic languages. Sindhi absorbed many Persian words as it was lingua franca of the region for the last 2,000 years, probably since the time the area was part of the Persian Achaemenid Empire. The Arabs ruled Sindh for more than 150 years after Muhammad bin Qasim conquered it in 712 AD, remaining there for three years to set up Arab rule. Consequently, the social fabric of Sindh contains elements of Arabic society. Sindhi is spoken by over 36 million people in Pakistan, and is the official language of Sindh province. It is widely spoken in the Lasbela District of Balochistan (where the Lasi tribe speaks a dialect of Sindhi), many areas of the Naseerabad and Jafarabad districts of Balochistan, and by the Sindhi diaspora abroad. Sindhi language has six major dialects: Sireli, Vicholi, Lari, Thari, Lasi and Kachhi. It is written in the Arabic script with several additional letters to accommodate special sounds. The largest Sindhi-speaking cities are Karachi, Hyderabad, Sukkur, Shikarpur,
Succeeding Context: , Jacobabad, Larkana, Mirpur Khas, Thatta, Badin and Nawabshah. Sindhi literature is also spiritual in nature. Shah Abdul Latif Bhita'i (1689–1752) is one of its greatest poets, and wrote Sassi Punnun and Umar Marvi, folk stories, in his famous book "Shah Jo Risalo".
Paragraph Title: Sindhi
Source Page: Demographics of Pakistan

Ground Truth Types:

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Predicted Types:

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