Triple
T11469252
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Naro language |
E271857
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object | Central Kalahari Khoe |
E274840
|
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: Central Kalahari Khoe | Statement: [Naro language, hasSubgroup, Central Kalahari Khoe]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Central Kalahari Khoe Context triple: [Naro language, hasSubgroup, Central Kalahari Khoe]
-
A.
Eastern Kalahari Khoe
Eastern Kalahari Khoe is a subgroup of the Khoe languages spoken by Khoe-speaking communities in the eastern Kalahari region of southern Africa.
-
B.
Western Kalahari Khoe
chosen
Western Kalahari Khoe is a subgroup of the Khoe languages spoken by Khoe-speaking communities in the western Kalahari region of southern Africa.
-
C.
Kalahari Basin
The Kalahari Basin is a large inland drainage basin in southern Africa that encompasses and gives rise to the arid Kalahari Desert and surrounding semi-arid regions.
-
D.
Damaraland
Damaraland is a rugged, semi-arid region of northwestern Namibia known for its dramatic landscapes, desert-adapted wildlife, and as the historical homeland of the Damara people.
-
E.
Bela-Bela
Bela-Bela is a South African town in Limpopo Province known for its natural hot mineral springs and tourism-focused resorts.
- 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.