Triple
T13066020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Upington |
E329324
|
entity |
| Predicate | isTourismHubFor |
P30296
|
FINISHED |
| Object | Green Kalahari region |
E70367
|
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: Green Kalahari region | Statement: [Upington, isTourismHubFor, Green Kalahari region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Green Kalahari region Context triple: [Upington, isTourismHubFor, Green Kalahari region]
-
A.
Kalahari Basin
chosen
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.
-
B.
Zambezian region
The Zambezian region is a major biogeographical zone in south-central Africa characterized by extensive miombo woodlands, savannas, and rich biodiversity spanning several countries.
-
C.
Grassfields region
The Grassfields region is a highland area in western Cameroon known for its dense linguistic diversity, including the Nyang and other related languages, as well as rich cultural traditions.
-
D.
Lowveld region
The Lowveld region is a low-lying, subtropical area in northeastern South Africa known for its warm climate, savanna landscapes, and proximity to major wildlife reserves such as Kruger National Park.
-
E.
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.
- 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_69d80771749c81909a6d9197b9504872 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d980eb81948190b27eb9ae19978079 |
completed | April 10, 2026, 10:59 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbe630808190a9a3481127bbaa86 |
completed | May 3, 2026, 4:15 a.m. |
Created at: April 9, 2026, 8:59 p.m.