Triple
T18655836
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Punda Maria Gate |
E456062
|
entity |
| Predicate | accessRoadFrom |
P22549
|
FINISHED |
| Object | Thohoyandou area |
—
|
NE NERFINISHED |
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: Thohoyandou area | Statement: [Punda Maria Gate, accessRoadFrom, Thohoyandou area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thohoyandou area Context triple: [Punda Maria Gate, accessRoadFrom, Thohoyandou area]
-
A.
Mpondoland area
The Mpondoland area is a historical coastal region in South Africa’s Eastern Cape, traditionally inhabited by the Mpondo people and known for its rugged Wild Coast landscapes and rich Xhosa cultural heritage.
-
B.
Amajuba region
The Amajuba region is an administrative and historical area in northern KwaZulu-Natal, South Africa, known for its coal mining, industrial centers, and significant Anglo-Boer War battle sites.
-
C.
Namakwa region
The Namakwa region is a sparsely populated area in South Africa’s Northern Cape known for its arid landscapes, rich Nama cultural heritage, and spectacular spring wildflower displays.
-
D.
Bakwena
The Bakwena are a major Tswana-speaking ethnic group of Southern Africa, historically known for their influential chieftaincies in present-day Botswana and South Africa.
-
E.
Phalaborwa
Phalaborwa is a mining and tourism town in northeastern South Africa, known as a gateway to Kruger National Park and for its rich copper and phosphate deposits.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Thohoyandou area Target entity description: The Thohoyandou area is a town and surrounding region in northern Limpopo, South Africa, serving as a local commercial and administrative hub near the northern reaches of Kruger National Park.
-
A.
Mpondoland area
The Mpondoland area is a historical coastal region in South Africa’s Eastern Cape, traditionally inhabited by the Mpondo people and known for its rugged Wild Coast landscapes and rich Xhosa cultural heritage.
-
B.
Amajuba region
The Amajuba region is an administrative and historical area in northern KwaZulu-Natal, South Africa, known for its coal mining, industrial centers, and significant Anglo-Boer War battle sites.
-
C.
Namakwa region
The Namakwa region is a sparsely populated area in South Africa’s Northern Cape known for its arid landscapes, rich Nama cultural heritage, and spectacular spring wildflower displays.
-
D.
Bakwena
The Bakwena are a major Tswana-speaking ethnic group of Southern Africa, historically known for their influential chieftaincies in present-day Botswana and South Africa.
-
E.
Phalaborwa
Phalaborwa is a mining and tourism town in northeastern South Africa, known as a gateway to Kruger National Park and for its rich copper and phosphate deposits.
- F. None of above. chosen
Provenance (2 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_69d8d38ea1e88190997e9b231190ba6f |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e55084ca3481909ff3fd9045f25dcd |
completed | April 19, 2026, 10 p.m. |
Created at: April 10, 2026, 11:47 a.m.