Triple
T23387354
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uMhlathuze Estuary |
E593918
|
entity |
| Predicate | fallsWithin |
P32883
|
FINISHED |
| Object | KwaZulu-Natal coastal estuarine systems |
—
|
NE NERFINISHED |
How this triple was built (3 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 coastal estuarine systems | Statement: [uMhlathuze Estuary, fallsWithin, KwaZulu-Natal coastal estuarine systems]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KwaZulu-Natal coastal estuarine systems Context triple: [uMhlathuze Estuary, fallsWithin, KwaZulu-Natal coastal estuarine systems]
-
A.
Swartvlei estuarine system
The Swartvlei estuarine system is a coastal lagoon–estuary complex in South Africa’s Garden Route, known for its interconnected lakes, rich biodiversity, and important nursery habitats for fish and bird species.
-
B.
South African west coast wetlands network
The South African west coast wetlands network is a conservation-linked system of ecologically important coastal and estuarine wetlands along South Africa’s Atlantic shoreline, recognized for its rich biodiversity and critical habitat for waterbirds.
-
C.
Cape Flats wetlands
Cape Flats wetlands are a network of ecologically important urban wetlands on the Cape Flats in Cape Town, South Africa, supporting rich biodiversity and providing vital flood control and water purification functions.
-
D.
uMhlathuze Estuary
uMhlathuze Estuary is a significant coastal estuarine system in KwaZulu-Natal, South Africa, known for its rich biodiversity and ecological importance near the industrial port city of Richards Bay.
-
E.
uMfolozi–St Lucia hydrological system
The uMfolozi–St Lucia hydrological system is an interconnected river, estuary, and wetland network in KwaZulu-Natal, South Africa, centered on Lake St Lucia and vital for regional biodiversity and water dynamics.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KwaZulu-Natal coastal estuarine systems Target entity description: KwaZulu-Natal coastal estuarine systems are a network of river mouths and estuaries along South Africa’s KwaZulu-Natal coastline that form ecologically rich transition zones between freshwater and the Indian Ocean.
-
A.
Swartvlei estuarine system
The Swartvlei estuarine system is a coastal lagoon–estuary complex in South Africa’s Garden Route, known for its interconnected lakes, rich biodiversity, and important nursery habitats for fish and bird species.
-
B.
South African west coast wetlands network
The South African west coast wetlands network is a conservation-linked system of ecologically important coastal and estuarine wetlands along South Africa’s Atlantic shoreline, recognized for its rich biodiversity and critical habitat for waterbirds.
-
C.
Cape Flats wetlands
Cape Flats wetlands are a network of ecologically important urban wetlands on the Cape Flats in Cape Town, South Africa, supporting rich biodiversity and providing vital flood control and water purification functions.
-
D.
uMhlathuze Estuary
uMhlathuze Estuary is a significant coastal estuarine system in KwaZulu-Natal, South Africa, known for its rich biodiversity and ecological importance near the industrial port city of Richards Bay.
-
E.
uMfolozi–St Lucia hydrological system
The uMfolozi–St Lucia hydrological system is an interconnected river, estuary, and wetland network in KwaZulu-Natal, South Africa, centered on Lake St Lucia and vital for regional biodiversity and water dynamics.
- F. None of above. chosen
Provenance (2 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_69e25d2754fc819085deea939bde60ab |
completed | April 17, 2026, 4:17 p.m. |
| NER | Named-entity recognition | batch_69f1a498fd08819085e90a872d9d0c7a |
completed | April 29, 2026, 6:26 a.m. |
Created at: April 17, 2026, 5:35 p.m.