Triple
T22296190
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Blouberg Local Municipality |
E551126
|
entity |
| Predicate | subjectToLaw |
P1313
|
FINISHED |
| Object | Municipal Systems Act of South Africa |
—
|
NE NERFINISHED |
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: Municipal Systems Act of South Africa | Statement: [Blouberg Local Municipality, subjectToLaw, Municipal Systems Act of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Municipal Systems Act of South Africa Context triple: [Blouberg Local Municipality, subjectToLaw, Municipal Systems Act of South Africa]
-
A.
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.
-
B.
Municipal Systems Act
chosen
The Municipal Systems Act is a South African law that governs how municipalities are structured, managed, and required to deliver services and promote local democracy and accountability.
-
C.
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.
-
D.
Acts of Parliament of South Africa
The Acts of Parliament of South Africa are the primary laws enacted by the country’s national legislature, forming the core of its statutory legal framework.
-
E.
Constitution of the Western Cape, 1997
The Constitution of the Western Cape, 1997 is the foundational legal document that defines the governmental structure, powers, and rights framework of South Africa’s Western Cape province.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e11e45fb848190a1b2ae21296e3a5f |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f1571fe76c8190a40b3679802a5475 |
completed | April 29, 2026, 12:56 a.m. |
Created at: April 16, 2026, 8:41 p.m.