Triple
T23237432
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Msunduzi River |
E581340
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | uMfolozi–St Lucia hydrological system |
—
|
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: uMfolozi–St Lucia hydrological system | Statement: [Msunduzi River, partOf, uMfolozi–St Lucia hydrological system]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: uMfolozi–St Lucia hydrological system Context triple: [Msunduzi River, partOf, uMfolozi–St Lucia hydrological system]
-
A.
Limpopo Water Management Area
Limpopo Water Management Area is a designated hydrological region in South Africa responsible for the integrated management and allocation of water resources within the Limpopo River basin and its tributaries.
-
B.
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.
-
C.
Vaal Water Management Area system
The Vaal Water Management Area system is a major South African hydrological network that coordinates the management and distribution of water resources across the Vaal River basin and its associated sub-catchments.
-
D.
Olifants River basin
The Olifants River basin is a major river catchment in southern Africa that drains parts of South Africa and Mozambique, supporting diverse ecosystems, agriculture, and human settlements.
-
E.
Mogalakwena River basin
The Mogalakwena River basin is a key sub-catchment in South Africa’s Limpopo region, supporting local ecosystems, agriculture, and communities within the broader Limpopo River system.
- 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: uMfolozi–St Lucia hydrological system Target entity description: 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.
-
A.
Limpopo Water Management Area
Limpopo Water Management Area is a designated hydrological region in South Africa responsible for the integrated management and allocation of water resources within the Limpopo River basin and its tributaries.
-
B.
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.
-
C.
Vaal Water Management Area system
The Vaal Water Management Area system is a major South African hydrological network that coordinates the management and distribution of water resources across the Vaal River basin and its associated sub-catchments.
-
D.
Olifants River basin
The Olifants River basin is a major river catchment in southern Africa that drains parts of South Africa and Mozambique, supporting diverse ecosystems, agriculture, and human settlements.
-
E.
Mogalakwena River basin
The Mogalakwena River basin is a key sub-catchment in South Africa’s Limpopo region, supporting local ecosystems, agriculture, and communities within the broader Limpopo River system.
- 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_69e2460556f88190be1744a84a84173f |
completed | April 17, 2026, 2:39 p.m. |
| NER | Named-entity recognition | batch_69f192ea590c81908cd677d89f67d49f |
completed | April 29, 2026, 5:11 a.m. |
Created at: April 17, 2026, 4:09 p.m.