Triple
T2277548
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thembu people |
E51206
|
entity |
| Predicate | traditionalRulers |
P9023
|
FINISHED |
| Object | Thembu royal family |
E51206
|
NE FINISHED |
How this triple was built (3 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: Thembu royal family | Statement: [Thembu people, traditionalRulers, Thembu royal family]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thembu royal family Context triple: [Thembu people, traditionalRulers, Thembu royal family]
-
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.
Motsepe family
The Motsepe family is a prominent South African business dynasty best known for its mining interests, philanthropy, and the wealth of its patriarch, billionaire Patrice Motsepe.
-
C.
Pretorius family
The Pretorius family is a prominent South African Afrikaner lineage historically influential in the politics and leadership of the Boer republics.
-
D.
Mthethwa Paramountcy
The Mthethwa Paramountcy was a powerful pre-Zulu confederation of Nguni chiefdoms in southeastern Africa that laid the political and military foundations for the rise of the Zulu Kingdom.
-
E.
Kruger family
The Kruger family is a South African family lineage known through marital connections such as that of Geytie Maria du Plessis.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: traditionalRulers Context triple: [Thembu people, traditionalRulers, Thembu royal family]
-
A.
historicalRulers
Indicates that one entity has served as a ruler or governing authority over the other entity at some point in history.
-
B.
hasNumberOfRulers
Indicates the quantity of rulers associated with or governing a given entity.
-
C.
titleHeldByRulers
Indicates that a specific title is or was borne by one or more rulers.
-
D.
rulingHouse
chosen
Indicates that one entity serves as the dynastic or noble family that holds ruling authority over another entity, such as a state, territory, or polity.
-
E.
countryRuled
Indicates that one entity exercises governing authority or political control over a country.
- F. None of above.
Provenance (4 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_69a88b08e4308190bdac9aebcca1c91a |
completed | March 4, 2026, 7:42 p.m. |
| NER | Named-entity recognition | batch_69abc1ee22988190b7fa28b0b62e8668 |
completed | March 7, 2026, 6:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae71e2a17081908539717619ad7187 |
completed | March 9, 2026, 7:08 a.m. |
| PD | Predicate disambiguation | batch_69abbdb9aa3c819088d0316c5269a1c2 |
completed | March 7, 2026, 5:55 a.m. |
Created at: March 4, 2026, 7:48 p.m.