Triple
T13038943
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amathole District Municipality |
E326636
|
entity |
| Predicate | legislatedBy |
P125
|
FINISHED |
| Object | Municipal Structures Act, 1998 (South Africa) |
E428113
|
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 Structures Act, 1998 (South Africa) | Statement: [Amathole District Municipality, legislatedBy, Municipal Structures Act, 1998 (South Africa)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Municipal Structures Act, 1998 (South Africa) Context triple: [Amathole District Municipality, legislatedBy, Municipal Structures Act, 1998 (South Africa)]
-
A.
Municipal Structures Act
chosen
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.
-
B.
Municipal Systems Act
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.
Municipal Finance Management Act
The Municipal Finance Management Act is a South African law that governs how municipalities plan, manage, and report on their financial affairs to ensure transparency, accountability, and sound fiscal management.
-
D.
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.
-
E.
Urban Councils Act of Zimbabwe
The Urban Councils Act of Zimbabwe is a key piece of legislation that defines the powers, functions, and governance framework of urban local authorities throughout Zimbabwe.
- 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_69d8076cc45c81908123123f43e69266 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9804d8e3081909584c93df099859a |
completed | April 10, 2026, 10:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbd2f6a481909fdd418e7ad3cc22 |
completed | May 3, 2026, 4:15 a.m. |
Created at: April 9, 2026, 8:55 p.m.