Triple
T6672338
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ezemvelo KZN Wildlife |
E151760
|
entity |
| Predicate | replacedBy |
P101
|
FINISHED |
| Object | KwaZulu-Natal Nature Conservation Service |
E151760
|
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: KwaZulu-Natal Nature Conservation Service | Statement: [Ezemvelo KZN Wildlife, replacedBy, KwaZulu-Natal Nature Conservation Service]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KwaZulu-Natal Nature Conservation Service Context triple: [Ezemvelo KZN Wildlife, replacedBy, KwaZulu-Natal Nature Conservation Service]
-
A.
Ezemvelo KZN Wildlife
chosen
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.
-
B.
South African National Biodiversity Institute
The South African National Biodiversity Institute is a government-funded organization responsible for researching, monitoring, and conserving South Africa’s biodiversity and managing its national botanical gardens.
-
C.
Zimbabwe Parks and Wildlife Management Authority
The Zimbabwe Parks and Wildlife Management Authority is the government agency responsible for managing and conserving Zimbabwe’s national parks, wildlife reserves, and biodiversity resources.
-
D.
Eastern Cape Parks and Tourism Agency
Eastern Cape Parks and Tourism Agency is a provincial public entity in South Africa responsible for managing protected areas and promoting tourism within the Eastern Cape.
-
E.
Hluleka Nature Reserve
Hluleka Nature Reserve is a coastal protected area on South Africa’s Wild Coast, known for its rugged shoreline, indigenous forests, rich birdlife, and opportunities for hiking and wildlife viewing.
- 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_69c687f71fc081909dbd45d6377f6045 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6b0ca49f88190b9c8e0f641be0c3f |
completed | March 27, 2026, 4:31 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6f79f1718819098d8a6d08bf7f919 |
completed | March 27, 2026, 9:33 p.m. |
Created at: March 27, 2026, 2:03 p.m.