Triple
T6419457
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Maphelane |
E127907
|
entity |
| Predicate | managingAuthority |
P9686
|
FINISHED |
| Object | iSimangaliso Wetland Park Authority |
E23975
|
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: iSimangaliso Wetland Park Authority | Statement: [Maphelane, managingAuthority, iSimangaliso Wetland Park Authority]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: iSimangaliso Wetland Park Authority Context triple: [Maphelane, managingAuthority, iSimangaliso Wetland Park Authority]
-
A.
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.
-
B.
iSimangaliso Wetland Park
chosen
iSimangaliso Wetland Park is a vast coastal conservation area in northeastern South Africa renowned for its rich biodiversity, wetlands, beaches, and unique mosaic of marine and terrestrial ecosystems.
-
C.
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.
-
D.
Dwesa-Cwebe Nature Reserve
Dwesa-Cwebe Nature Reserve is a coastal protected area in South Africa’s Eastern Cape, known for its rich biodiversity, indigenous forests, and unspoiled beaches along the Wild Coast.
-
E.
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.
- 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_69c0083815208190a9b299b8e0640218 |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c0690194dc8190b3382bd5f92876b5 |
completed | March 22, 2026, 10:11 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c640d2ab64819089e91525da60392b |
completed | March 27, 2026, 8:33 a.m. |
Created at: March 22, 2026, 4:43 p.m.