Triple
T14097587
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lower Vaal Water Management Area |
E339291
|
entity |
| Predicate | regulatoryFramework |
P1051
|
FINISHED |
| Object | National Water Act (Act 36 of 1998) |
E992752
|
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: National Water Act (Act 36 of 1998) | Statement: [Lower Vaal Water Management Area, regulatoryFramework, National Water Act (Act 36 of 1998)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Water Act (Act 36 of 1998) Context triple: [Lower Vaal Water Management Area, regulatoryFramework, National Water Act (Act 36 of 1998)]
-
A.
National Water Act (South Africa)
chosen
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.
-
B.
Water Services Act (South Africa)
The Water Services Act (South Africa) is a key piece of legislation that regulates the provision, quality, and management of water and sanitation services in the country, aiming to ensure equitable access and sustainable use of water resources.
-
C.
Water Act 2007
The Water Act 2007 is an Australian federal law that establishes the framework for managing and protecting the Murray–Darling Basin’s water resources through coordinated, sustainable, and environmentally focused governance.
-
D.
Water Quality Act of 1987
The Water Quality Act of 1987 is a major U.S. environmental law that strengthened the Clean Water Act by expanding water pollution control programs and establishing long-term funding mechanisms for wastewater and water quality infrastructure.
-
E.
Water Resources Development Act of 1996
The Water Resources Development Act of 1996 is a United States federal law that authorized and funded a wide range of U.S. Army Corps of Engineers projects for navigation, flood control, and environmental restoration of the nation’s water resources.
- 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_69fcd0adfc28819097a1bfd56739c286 |
completed | May 7, 2026, 5:49 p.m. |
Created at: April 9, 2026, 10:22 p.m.