Classifier Instance:

Anchor text: Achaemenid Empire
Target Entity: Achaemenid_Empire
Preceding Context: Urdu is the national language of Pakistan, the lingua franca chosen to facilitate inter-provincial communication between the country's diverse linguistic populations. Although only about 7.5% of Pakistanis speak it as their first language, it is spoken as a second and often third language by nearly all Pakistanis. Its introduction as the lingua franca was encouraged by the British upon the capitulation and annexation of Sindh (1843) and Punjab (1849) with the subsequent ban on the use of Persian, the lingua franca of the region for the last 1,000 years, probably since the time the area was part of the Persian
Succeeding Context: . The decision to make the language change was to institute a universal language throughout the then British Raj in South Asia as well as minimize the influence of Persia, Ottoman Empire, Afghanistan and Central Asia had on this transitional region. Urdu is a relatively new language in the contemporary sense but has undergone considerable modifications and development borrowing heavily on the traditions of older languages like Persian, Arabic, Turkish and local South Asian languages all of which can be found in its vocabulary. It began as a standardized register of Hindi and in its spoken form. It is widely used, both formally and informally, for personal letters as well as public literature, in the literary sphere and in the popular media. It is a required subject of study in all primary and secondary schools. It is the first language of most Muhajirs (Muslim refugees that arrived from different parts of India after Partition of India and independence of Pakistan in 1947) that form nearly 8% of Pakistan's population and is an acquired language. But nearly all of Pakistan's native ethnic groups representing almost 92% of the population making Pakistan a unique country in the choice of national languages. As Pakistan's national language, Urdu has been promoted as a token of national unity. In recent years, the Urdu spoken in Pakistan has undergone further evolution and acquired a particularly Pakistani flavour to it often absorbing local native terminology and adopting a strong Punjabi, Sindhi and Pashto leaning in terms of intonations and vocabulary. It is a modern language which is constantly evolving from its original form. It is written in a modified form of the Perso-Arabic script, Nastaliq, and its basic
Paragraph Title: Urdu
Source Page: Demographics of Pakistan

Ground Truth Types:

Predicted Types:

Type	Confidence	Decision
wordnet_artifact_100021939	-2.568640747340944	0
wordnet_event_100029378	-3.0027829872828007	0
wordnet_organization_108008335	-4.225016417341468	0
wordnet_person_100007846	-3.2765000770355575	0
yagoGeoEntity	0.3809414701968002	1
wordnet_location_100027167	3.2688919298460117	1
wordnet_region_108630985	0.7497373719013916	1
wordnet_geographical_area_108574314	-2.427677981866715	0
wordnet_area_108497294	-2.183018910438911	0
wordnet_district_108552138	2.274144785411852	1
wordnet_administrative_district_108491826	1.3057051502388073	1
wordnet_state_108654360	1.6224410292747438	1
wordnet_municipality_108626283	-3.2889661454961687	0
wordnet_country_108544813	-0.45118323356979934	0
wordnet_commune_108541609	-3.339244333026396	0
wordnet_township_108672199	-2.147996052818996	0
wordnet_borough_108540532	-2.117218045726405	0
wordnet_school_district_108587709	-2.8659679299549836	0
wordnet_residential_district_108553535	-2.929183137134444	0
wordnet_space_113910384	-2.5549249346603786	0
wordnet_point_108620061	-2.116076846588822	0
wordnet_region_108630039	-1.7366684170666802	0
wordnet_line_108593262	-2.2775086765463985	0
wordnet_structure_104341686	-3.358453008765615	0
wordnet_facility_103315023	-2.8044572479698373	0
wordnet_body_of_water_109225146	-2.6592752895222493	0
wordnet_geological_formation_109287968	-2.908356956722901	0
wordnet_way_104564698	-3.5728089872675404	0
wordnet_land_109334396	-1.9826779484557076	0