Triple
T725614
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khoikhoi |
E14718
|
entity |
| Predicate | broaderGrouping |
P2372
|
FINISHED |
| Object | Khoisan peoples |
E52561
|
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: Khoisan peoples | Statement: [Khoikhoi, broaderGrouping, Khoisan peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Khoisan peoples Context triple: [Khoikhoi, broaderGrouping, Khoisan peoples]
-
A.
Khoisan peoples
chosen
The Khoisan peoples are indigenous ethnic groups of southern Africa known for their ancient hunter-gatherer and pastoralist traditions and distinctive click-language families.
-
B.
Zulu people
The Zulu people are a major Nguni ethnic group of Southern Africa, primarily residing in South Africa’s KwaZulu-Natal province, known for their rich cultural traditions, historical Zulu Kingdom, and significant influence on the region’s history and politics.
-
C.
Thembu people
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.
-
D.
Tswana people
The Tswana people are a Bantu-speaking ethnic group native primarily to Botswana and parts of South Africa, known for their rich cultural traditions, cattle-based pastoralism, and significant influence on the region’s political and social history.
-
E.
Southern Bantu
Southern Bantu is a major branch of the Bantu language family comprising numerous closely related languages spoken primarily in the southern regions of Africa.
- 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: broaderGrouping Context triple: [Khoikhoi, broaderGrouping, Khoisan peoples]
-
A.
coveredGroup
Indicates that one group or set is included within, or has its members protected or accounted for by, another group or arrangement.
-
B.
regionalGrouping
Indicates that entities are organized or associated together based on shared geographic or regional characteristics.
-
C.
generalizationOf
chosen
Indicates that one entity represents a broader, more general concept or category that subsumes or abstracts over another, more specific entity.
-
D.
massOrganization
Indicates a relationship where an organization is characterized as a mass organization, typically involving broad-based, large-scale membership or participation.
-
E.
otherEthnicGroup
Indicates that one entity belongs to a different ethnic group than the other entity.
- 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_69a4934c753c81909b309027e48b9b3a |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4a64adf2c81908e48090be35dd9d9 |
completed | March 1, 2026, 8:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a6891b6d908190823a9a09cef5c7da |
completed | March 3, 2026, 7:09 a.m. |
| PD | Predicate disambiguation | batch_69a4a4f839608190878a60eb7a044ed9 |
completed | March 1, 2026, 8:43 p.m. |
Created at: March 1, 2026, 7:37 p.m.