Triple
T11469065
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Khoi-San |
E271853
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object | !Kung |
E547237
|
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: !Kung | Statement: [Khoi-San, hasSubgroup, !Kung]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: !Kung Context triple: [Khoi-San, hasSubgroup, !Kung]
-
A.
!Kung people
chosen
The !Kung people are an Indigenous San hunter-gatherer group of the Kalahari region in southern Africa, known for their click-language, egalitarian social structure, and deep ecological knowledge.
-
B.
Warumungu people
The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
-
C.
Nggela people
The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
-
D.
Inibaloi
Inibaloi is an Austronesian language spoken by the Ibaloi people of the northern Philippines, particularly in Benguet province on Luzon.
-
E.
Tsogo people
The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
- 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_69d6aae0c8d881908a5a360c0be3242e |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d822f74144819094479690c8151073 |
completed | April 9, 2026, 10:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e5e94ea4748190b375e644b2f1a46c |
completed | April 20, 2026, 8:52 a.m. |
Created at: April 8, 2026, 9:35 p.m.