Triple

T14007304
Position Surface form Disambiguated ID Type / Status
Subject Ndungane E336982 entity
Predicate notableBearer P458 FINISHED
Object Njongonkulu Ndungane E66926 NE FINISHED

How this triple was built (2 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
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: Njongonkulu Ndungane | Statement: [Ndungane, notableBearer, Njongonkulu Ndungane]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Njongonkulu Ndungane
Context triple: [Ndungane, notableBearer, Njongonkulu Ndungane]
  • A. Njongonkulu Ndungane chosen
    Njongonkulu Ndungane is a South African Anglican cleric who served as Archbishop of Cape Town and was a prominent anti-apartheid activist and church leader.
  • B. Siphosethu Ngcobo
    Siphosethu Ngcobo is a South African politician who serves in a top leadership role within the Inkatha Freedom Party.
  • C. Mzilikazi Khumalo
    Mzilikazi Khumalo was the 19th-century founder and king of the Ndebele (Matabele) nation in southern Africa, renowned for his military leadership and state-building after breaking away from Shaka Zulu.
  • D. Mashobane Khumalo
    Mashobane Khumalo was a prominent historical leader of the Khumalo dynasty in southern Africa, known as the father of the Ndebele king Mzilikazi.
  • E. Bongani Dlamini
    Bongani Dlamini is a person notable enough to be recognized as a bearer of the surname Dlamini.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d81c645c5c8190b1fd16a285a1b78a completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2ed327d88190a53af5768468a8eb completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbaca5fb48819090fff1fd22e8a15c completed May 6, 2026, 9:03 p.m.
Created at: April 9, 2026, 10:19 p.m.