Triple
T14097569
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lower Vaal Water Management Area |
E339291
|
entity |
| Predicate | previouslyGovernedBy |
P10783
|
FINISHED |
| Object | Department of Water Affairs and Forestry (South Africa) |
E301059
|
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: Department of Water Affairs and Forestry (South Africa) | Statement: [Lower Vaal Water Management Area, previouslyGovernedBy, Department of Water Affairs and Forestry (South Africa)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Water Affairs and Forestry (South Africa) Context triple: [Lower Vaal Water Management Area, previouslyGovernedBy, Department of Water Affairs and Forestry (South Africa)]
-
A.
Department of Water and Sanitation (South Africa)
chosen
The Department of Water and Sanitation (South Africa) is the national government department responsible for managing the country’s water resources and sanitation services, including the operation of major dams and water infrastructure.
-
B.
Department of Forestry, Fisheries and the Environment (South Africa)
The Department of Forestry, Fisheries and the Environment is the South African government ministry responsible for environmental policy, conservation, climate action, and the sustainable management of the country’s forests, oceans, and biodiversity.
-
C.
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.
-
D.
National Water Management Areas of South Africa
The National Water Management Areas of South Africa are administratively defined hydrological regions used by the government to plan, regulate, and manage the country’s water resources.
-
E.
National Water Act (South Africa)
The National Water Act (South Africa) is the primary legislation governing the protection, use, development, conservation, management and control of the country’s water resources in the public interest.
- 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_69d81c69b5c8819094aa1abf18302908 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de5fb926288190a7f0f50d1d585d76 |
completed | April 14, 2026, 3:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fcdf02638881908eff75453b6a2aab |
completed | May 7, 2026, 6:50 p.m. |
Created at: April 9, 2026, 10:22 p.m.