Triple
T6105633
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mangaung Metropolitan Municipality |
E136109
|
entity |
| Predicate | legislatedBy |
P125
|
FINISHED |
| Object | Municipal Systems Act of South Africa |
E431787
|
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: Municipal Systems Act of South Africa | Statement: [Mangaung Metropolitan Municipality, legislatedBy, 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: [Mangaung Metropolitan Municipality, legislatedBy, Municipal Systems Act of South Africa]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Municipal Structures Act
The Municipal Structures Act is a South African law that defines the types, powers, and internal arrangements of municipalities, providing the framework for local government structures across the country.
-
E.
Separate Amenities Act
The Separate Amenities Act was a key apartheid-era South African law that legally enforced racial segregation in public facilities and services.
- 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_69c0087dee9881909e3655be88208c01 |
completed | March 22, 2026, 3:19 p.m. |
| NER | Named-entity recognition | batch_69c05b7ee8b48190b87f5ec8a46d6e2d |
completed | March 22, 2026, 9:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c1359334c081909653603633ba9c06 |
completed | March 23, 2026, 12:44 p.m. |
Created at: March 22, 2026, 4:13 p.m.