Triple

T7202937
Position Surface form Disambiguated ID Type / Status
Subject Nasrec E148592 entity
Predicate locatedInRegion P40 FINISHED
Object Gauteng E8041 NE FINISHED

Named-entity recognition

Before disambiguation, gpt-5-mini classified whether the object phrase is a named entity — the step behind the object's NE type shown above.

Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Gauteng | Statement: [Nasrec, locatedInRegion, Gauteng]

Disambiguation candidates (1 decision)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gauteng
Context triple: [Nasrec, locatedInRegion, Gauteng]
  • A. Gauteng chosen
    Gauteng is South Africa’s smallest yet most populous and economically dominant province, encompassing major urban centers like Johannesburg and Pretoria.
  • B. North West Province
    North West Province is a largely rural, mining- and agriculture-focused province in north-central South Africa, bordering Botswana and known for sites such as Sun City and the Pilanesberg Game Reserve.
  • C. Limpopo Province
    Limpopo Province is South Africa’s northernmost province, known for its rich wildlife, cultural diversity, and extensive agricultural and mining activities.
  • D. KwaZulu-Natal
    KwaZulu-Natal is a coastal province in eastern South Africa known for its Zulu cultural heritage, major cities like Durban and Pietermaritzburg, and diverse landscapes ranging from beaches to the Drakensberg mountains.
  • E. Northern Cape
    The Northern Cape is South Africa’s largest and most sparsely populated province, known for its arid landscapes, diamond mining history, and significant Afrikaans-speaking communities.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

Stage Batch ID Job type Status
creating batch_69c687e8cf188190b5f3ecffd681f04e elicitation completed
NER batch_69c6e94a9ee4819086de79fcdfa1836a ner completed
NED1 batch_69c8e5664fb8819098ca2138e7c1e044 ned_source_triple completed
Created at: March 27, 2026, 2:52 p.m.