Triple

T11715942
Position Surface form Disambiguated ID Type / Status
Subject Mthatha River E278497 entity
Predicate associatedWithEthnicGroup P194 FINISHED
Object Thembu people E51206 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: Thembu people | Statement: [Mthatha River, associatedWithEthnicGroup, Thembu people]

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: Thembu people
Context triple: [Mthatha River, associatedWithEthnicGroup, Thembu people]
  • A. Thembu people chosen
    The Thembu people are a Xhosa-speaking ethnic group from South Africa’s Eastern Cape region, historically ruled by a royal lineage that includes figures such as Nelson Mandela.
  • B. Ndebele people
    The Ndebele people are a Southern African ethnic group known for their Nguni language, distinctive geometric house painting, beadwork, and rich cultural traditions.
  • C. Nguni people
    The Nguni people are a group of closely related Bantu-speaking ethnic communities of Southern Africa, including the Zulu, Xhosa, Swazi, and Ndebele, known for their rich cultural traditions and historical kingdoms.
  • D. Gcaleka Xhosa people
    The Gcaleka Xhosa people are a major subgroup of the Xhosa nation in South Africa, historically centered in the Eastern Cape and known for their distinct chieftaincy and cultural traditions.
  • E. Kalanga people
    The Kalanga people are a Bantu-speaking ethnic group primarily found in southwestern Zimbabwe and northeastern Botswana, known for their rich oral traditions, agriculture, and distinctive cultural practices.
  • 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_69d6aaff2ce88190b4a1e4b341ad5377 elicitation completed
NER batch_69d8a4bf54d88190a8e07fbbf8d9e962 ner completed
NED1 batch_69f6c0ce0a508190a2f44cbe812b5f17 ned_source_triple completed
Created at: April 8, 2026, 9:40 p.m.