Triple

T16426121
Position Surface form Disambiguated ID Type / Status
Subject Sobhuza II E398946 entity
Predicate spouse P13 FINISHED
Object Ndlovukati Zihlathi Ndwandwe
Ndlovukati Zihlathi Ndwandwe was a Swazi queen and royal consort of King Sobhuza II, holding the influential traditional title of Ndlovukati (queen mother) in Eswatini’s monarchy.
E1212078 NE FINISHED

How this triple was built (4 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: Ndlovukati Zihlathi Ndwandwe | Statement: [Sobhuza II, spouse, Ndlovukati Zihlathi Ndwandwe]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ndlovukati Zihlathi Ndwandwe
Context triple: [Sobhuza II, spouse, Ndlovukati Zihlathi Ndwandwe]
  • A. Ndlela Dlamini
    Ndlela Dlamini is a member of the Mandela-Dlamini family and a descendant of Nelson Mandela through his daughter Zenani Mandela-Dlamini.
  • B. Mahlamba Ndlopfu
    Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
  • C. Thandekile Ndlovu
    Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
  • D. Hlengiwe Mkhize
    Hlengiwe Mkhize was a South African academic and politician who played a significant role in the country’s post-apartheid transition and governance.
  • E. Nontsizi Mgqwetho
    Nontsizi Mgqwetho was an early 20th-century Xhosa poet and political commentator, known for her powerful nationalist verse published in newspapers and her pioneering role as one of the first prominent Black female poets in South Africa.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ndlovukati Zihlathi Ndwandwe
Triple: [Sobhuza II, spouse, Ndlovukati Zihlathi Ndwandwe]
Generated description
Ndlovukati Zihlathi Ndwandwe was a Swazi queen and royal consort of King Sobhuza II, holding the influential traditional title of Ndlovukati (queen mother) in Eswatini’s monarchy.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ndlovukati Zihlathi Ndwandwe
Target entity description: Ndlovukati Zihlathi Ndwandwe was a Swazi queen and royal consort of King Sobhuza II, holding the influential traditional title of Ndlovukati (queen mother) in Eswatini’s monarchy.
  • A. Ndlela Dlamini
    Ndlela Dlamini is a member of the Mandela-Dlamini family and a descendant of Nelson Mandela through his daughter Zenani Mandela-Dlamini.
  • B. Mahlamba Ndlopfu
    Mahlamba Ndlopfu is the official presidential residence of South Africa, located in the Bryntirion Estate in Pretoria.
  • C. Thandekile Ndlovu
    Thandekile Ndlovu is a South African royal figure known as one of the wives of the late Zulu King Goodwill Zwelithini kaBhekuzulu.
  • D. Hlengiwe Mkhize
    Hlengiwe Mkhize was a South African academic and politician who played a significant role in the country’s post-apartheid transition and governance.
  • E. Nontsizi Mgqwetho
    Nontsizi Mgqwetho was an early 20th-century Xhosa poet and political commentator, known for her powerful nationalist verse published in newspapers and her pioneering role as one of the first prominent Black female poets in South Africa.
  • F. None of above. chosen

Provenance (5 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_69d87f2b9024819085c20e52de95d583 completed April 10, 2026, 4:40 a.m.
NER Named-entity recognition batch_69e328faa7448190a2606f1b37ea0a3d completed April 18, 2026, 6:47 a.m.
NED1 Entity disambiguation (via context triple) batch_6a003c7273e48190b0668948141cf30b completed May 10, 2026, 8:06 a.m.
NEDg Description generation batch_6a003ef320e4819094cfa05fc1a40cbd completed May 10, 2026, 8:16 a.m.
NED2 Entity disambiguation (via description) batch_6a00404955f88190a4863f8527a69d6f completed May 10, 2026, 8:22 a.m.
Created at: April 10, 2026, 5:09 a.m.