Triple
T6203716
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Waterberg region |
E138697
|
entity |
| Predicate | nearestTown |
P350
|
FINISHED |
| Object |
Vaalwater
Vaalwater is a small rural town in South Africa’s Limpopo province, serving as a key gateway and service hub for the surrounding Waterberg biosphere and game reserves.
|
E597955
|
NE FINISHED |
How this triple was built (4 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: Vaalwater | Statement: [Waterberg region, nearestTown, Vaalwater]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Vaalwater Context triple: [Waterberg region, nearestTown, Vaalwater]
-
A.
Vaal River
The Vaal River is one of South Africa’s major rivers, forming part of the border of Gauteng and serving as a key source of water for industry, agriculture, and urban areas.
-
B.
Breede River
The Breede River is a major river in South Africa’s Western Cape, known for flowing through fertile wine and fruit-growing valleys before reaching the Indian Ocean.
-
C.
Gariep River
The Gariep River, more widely known as the Orange River, is one of southern Africa’s longest and most important rivers, flowing westward across South Africa to the Atlantic Ocean.
-
D.
Vaalharts River
The Vaalharts River is a smaller watercourse in South Africa that feeds into the Vaal River and supports the surrounding agricultural region.
-
E.
Blyde River
The Blyde River is a major river in South Africa’s Mpumalanga province, renowned for carving the dramatic Blyde River Canyon, one of the largest and most scenic canyons in the world.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Vaalwater Triple: [Waterberg region, nearestTown, Vaalwater]
Generated description
Vaalwater is a small rural town in South Africa’s Limpopo province, serving as a key gateway and service hub for the surrounding Waterberg biosphere and game reserves.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Vaalwater Target entity description: Vaalwater is a small rural town in South Africa’s Limpopo province, serving as a key gateway and service hub for the surrounding Waterberg biosphere and game reserves.
-
A.
Vaal River
The Vaal River is one of South Africa’s major rivers, forming part of the border of Gauteng and serving as a key source of water for industry, agriculture, and urban areas.
-
B.
Breede River
The Breede River is a major river in South Africa’s Western Cape, known for flowing through fertile wine and fruit-growing valleys before reaching the Indian Ocean.
-
C.
Gariep River
The Gariep River, more widely known as the Orange River, is one of southern Africa’s longest and most important rivers, flowing westward across South Africa to the Atlantic Ocean.
-
D.
Vaalharts River
The Vaalharts River is a smaller watercourse in South Africa that feeds into the Vaal River and supports the surrounding agricultural region.
-
E.
Blyde River
The Blyde River is a major river in South Africa’s Mpumalanga province, renowned for carving the dramatic Blyde River Canyon, one of the largest and most scenic canyons in the world.
- F. None of above. chosen
Provenance (5 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_69c008acbea48190991c6b834bb45d65 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c0626c23f481909d2b5b0a75c2ffff |
completed | March 22, 2026, 9:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c66373add88190b5fad625c4284c55 |
completed | March 27, 2026, 11:01 a.m. |
| NEDg | Description generation | batch_69c6641f712481908215fd281cd8abf7 |
completed | March 27, 2026, 11:03 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c66494b114819095a29ab6b699c2ad |
completed | March 27, 2026, 11:05 a.m. |
Created at: March 22, 2026, 4:20 p.m.