Triple

T12608606
Position Surface form Disambiguated ID Type / Status
Subject Soweto Campus E301050 entity
Predicate locatedIn P40 FINISHED
Object Gauteng Province 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 Province | Statement: [Soweto Campus, locatedIn, Gauteng Province]

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 Province
Context triple: [Soweto Campus, locatedIn, Gauteng Province]
  • 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. Maputo Province
    Maputo Province is a southern Mozambican province surrounding the national capital region and extending to the borders with South Africa and Eswatini.
  • E. 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.
  • 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_69d7bdea2ca881908f379526c13b1145 elicitation completed
NER batch_69d954e90efc81909951dbe698afa851 ner completed
NED1 batch_69f79418e26c819088f3aa608d9d65d6 ned_source_triple completed
Created at: April 9, 2026, 5:11 p.m.