Triple
T1157532
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uKhahlamba / Drakensberg Park |
E24415
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Ezemvelo KZN Wildlife
Ezemvelo KZN Wildlife is the provincial conservation authority for KwaZulu-Natal in South Africa, responsible for managing protected areas, biodiversity, and wildlife conservation in the region.
|
E151760
|
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: Ezemvelo KZN Wildlife | Statement: [uKhahlamba / Drakensberg Park, governingBody, Ezemvelo KZN Wildlife]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ezemvelo KZN Wildlife Context triple: [uKhahlamba / Drakensberg Park, governingBody, Ezemvelo KZN Wildlife]
-
A.
uMkhuze Game Reserve
uMkhuze Game Reserve is a renowned protected area in northern KwaZulu-Natal, South Africa, famous for its rich birdlife, diverse wildlife, and varied habitats including wetlands, woodlands, and savannah.
-
B.
Addo Elephant National Park
Addo Elephant National Park is a major South African wildlife reserve renowned for its large elephant population and diverse ecosystems in the Eastern Cape province.
-
C.
South African National Parks
South African National Parks is the government agency responsible for managing and conserving South Africa’s national parks and key protected natural areas.
-
D.
De Hoop Nature Reserve
De Hoop Nature Reserve is a renowned coastal conservation area in South Africa celebrated for its rich biodiversity, including unique fynbos vegetation and important marine and bird habitats.
-
E.
Kruger National Park
Kruger National Park is one of Africa’s largest and most famous wildlife reserves, renowned for its rich biodiversity and opportunities to see the Big Five in their natural habitat.
- 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: Ezemvelo KZN Wildlife Triple: [uKhahlamba / Drakensberg Park, governingBody, Ezemvelo KZN Wildlife]
Generated description
Ezemvelo KZN Wildlife is the provincial conservation authority for KwaZulu-Natal in South Africa, responsible for managing protected areas, biodiversity, and wildlife conservation in the region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ezemvelo KZN Wildlife Target entity description: Ezemvelo KZN Wildlife is the provincial conservation authority for KwaZulu-Natal in South Africa, responsible for managing protected areas, biodiversity, and wildlife conservation in the region.
-
A.
uMkhuze Game Reserve
uMkhuze Game Reserve is a renowned protected area in northern KwaZulu-Natal, South Africa, famous for its rich birdlife, diverse wildlife, and varied habitats including wetlands, woodlands, and savannah.
-
B.
Addo Elephant National Park
Addo Elephant National Park is a major South African wildlife reserve renowned for its large elephant population and diverse ecosystems in the Eastern Cape province.
-
C.
South African National Parks
South African National Parks is the government agency responsible for managing and conserving South Africa’s national parks and key protected natural areas.
-
D.
De Hoop Nature Reserve
De Hoop Nature Reserve is a renowned coastal conservation area in South Africa celebrated for its rich biodiversity, including unique fynbos vegetation and important marine and bird habitats.
-
E.
Kruger National Park
Kruger National Park is one of Africa’s largest and most famous wildlife reserves, renowned for its rich biodiversity and opportunities to see the Big Five in their natural habitat.
- 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_69a494060e148190abb42f971242c197 |
completed | March 1, 2026, 7:31 p.m. |
| NER | Named-entity recognition | batch_69a4bcab3cd08190ad06ea007042a8fc |
completed | March 1, 2026, 10:24 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69acbf13304881908aa74d92ef7b1c86 |
completed | March 8, 2026, 12:13 a.m. |
| NEDg | Description generation | batch_69acbf873544819099d3dff98a6b2244 |
completed | March 8, 2026, 12:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69acc06483b08190b5b29f684b83f43f |
completed | March 8, 2026, 12:18 a.m. |
Created at: March 1, 2026, 7:44 p.m.