Triple
T7657067
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hluhluwe–iMfolozi Park |
E173410
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Ezemvelo KZN Wildlife protected areas |
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: Ezemvelo KZN Wildlife protected areas | Statement: [Hluhluwe–iMfolozi Park, partOf, Ezemvelo KZN Wildlife protected areas]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ezemvelo KZN Wildlife protected areas Context triple: [Hluhluwe–iMfolozi Park, partOf, Ezemvelo KZN Wildlife protected areas]
-
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.
Polokwane Game Reserve
Polokwane Game Reserve is a protected wildlife area near the city of Polokwane in South Africa, known for its savanna landscapes, diverse antelope species, and accessible game-viewing and hiking opportunities.
-
C.
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.
-
D.
Richards Bay Game Reserve
Richards Bay Game Reserve is a protected natural area in KwaZulu-Natal, South Africa, known for its wetlands, birdlife, and coastal ecosystems near the town of Richards Bay.
-
E.
Hluhluwe–iMfolozi Park
Hluhluwe–iMfolozi Park is a renowned South African wildlife reserve famous for its Big Five game viewing and pioneering role in white rhinoceros conservation.
- 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_69c69955517c819085bc715b96d304d2 |
completed | March 27, 2026, 2:51 p.m. |
| NER | Named-entity recognition | batch_69c7018fcbb48190a479f2effd939a8e |
completed | March 27, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c89b05846c8190b49540aeae43dd9a |
completed | March 29, 2026, 3:22 a.m. |
Created at: March 27, 2026, 3:59 p.m.