Triple

T10652678
Position Surface form Disambiguated ID Type / Status
Subject South African politics E251009 entity
Predicate notableOppositionFigure P11706 FINISHED
Object Mangosuthu Buthelezi E190873 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: Mangosuthu Buthelezi | Statement: [South African politics, notableOppositionFigure, Mangosuthu Buthelezi]

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: Mangosuthu Buthelezi
Context triple: [South African politics, notableOppositionFigure, Mangosuthu Buthelezi]
  • A. Mangosuthu Buthelezi chosen
    Mangosuthu Buthelezi was a prominent South African Zulu leader and founder of the Inkatha Freedom Party who played a controversial but significant role in the country’s transition from apartheid to democracy.
  • B. Mathole Buthelezi
    Mathole Buthelezi was the father of South African politician and Zulu traditional leader Mangosuthu Buthelezi.
  • C. Dumisa Ntsebeza
    Dumisa Ntsebeza is a South African lawyer, human rights advocate, and former Truth and Reconciliation Commission commissioner known for his work on transitional justice and constitutional law.
  • D. Moses Mabhida
    Moses Mabhida was a prominent South African trade unionist and anti-apartheid activist who served as a senior leader of the African National Congress.
  • E. Lobengula Khumalo
    Lobengula Khumalo was the second and last king of the Ndebele (Matabele) Kingdom in what is now Zimbabwe, known for his resistance to British colonial encroachment in the late 19th century.
  • 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_69d6aa5a4c4881908f39be6efe5981e5 elicitation completed
NER batch_69d6dff78ec88190a4d1863fe87245f6 ner completed
NED1 batch_69d97a71fac48190a6d7c99ebc5aad0a ned_source_triple completed
Created at: April 8, 2026, 9:06 p.m.