Triple
T3369056
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Central Kalahari Game Reserve |
E70908
|
entity |
| Predicate | hasIndigenousPeople |
P194
|
FINISHED |
| Object | Basarwa |
E52561
|
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: Basarwa | Statement: [Central Kalahari Game Reserve, hasIndigenousPeople, Basarwa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Basarwa Context triple: [Central Kalahari Game Reserve, hasIndigenousPeople, Basarwa]
-
A.
Ndau
Ndau is a Southern Bantu language spoken primarily in central Mozambique and eastern Zimbabwe, closely related to Shona.
-
B.
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.
-
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.
Maasai
Maasai is a Nilotic language spoken primarily by the Maasai people of Kenya and Tanzania.
-
E.
Datooga people
The Datooga people are an agro-pastoral ethnic group of northern Tanzania known for their cattle herding, distinctive traditional dress and body markings, and use of a Southern Nilotic language.
- 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_69ad85a729d48190afd789cd8417f289 |
completed | March 8, 2026, 2:20 p.m. |
| NER | Named-entity recognition | batch_69adb28a813c81909d1c71fe577e6681 |
completed | March 8, 2026, 5:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b334396f588190add5c0c27949650c |
completed | March 12, 2026, 9:46 p.m. |
Created at: March 8, 2026, 3:13 p.m.