Triple
T9582074
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uThukela District Municipality |
E231195
|
entity |
| Predicate | administersLocalMunicipality |
P74109
|
FINISHED |
| Object | Alfred Duma Local Municipality |
E779577
|
NE FINISHED |
How this triple was built (3 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: Alfred Duma Local Municipality | Statement: [uThukela District Municipality, administersLocalMunicipality, Alfred Duma Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Alfred Duma Local Municipality Context triple: [uThukela District Municipality, administersLocalMunicipality, Alfred Duma Local Municipality]
-
A.
Alfred Duma Local Municipality
chosen
Alfred Duma Local Municipality is a local government area in KwaZulu-Natal, South Africa, centered on the town of Ladysmith and formed through the merger of the Emnambithi/Ladysmith and Indaka municipalities.
-
B.
Endumeni Local Municipality
Endumeni Local Municipality is a local government area in the uMzinyathi District of KwaZulu-Natal, South Africa, which includes the town of Dundee and surrounding rural communities.
-
C.
Moses Kotane Local Municipality
Moses Kotane Local Municipality is a local government area in South Africa’s North West Province, named in honor of anti-apartheid activist and communist leader Moses Kotane.
-
D.
Makhado Local Municipality
Makhado Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, centered around the town of Louis Trichardt and known for its predominantly rural communities and agricultural economy.
-
E.
Sol Plaatje Local Municipality
Sol Plaatje Local Municipality is a local government authority in South Africa’s Northern Cape that administers Kimberley and its surrounding areas.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: administersLocalMunicipality Context triple: [uThukela District Municipality, administersLocalMunicipality, Alfred Duma Local Municipality]
-
A.
districtAdministration
chosen
Indicates that an entity is responsible for managing, governing, or overseeing the administrative affairs of a specific district or local jurisdiction.
-
B.
municipality
Indicates that one entity is a municipality (a local administrative unit) in which the other entity is located or which it governs.
-
C.
isLocalAdministrativeCommunity
Indicates that one entity functions as a local administrative community with respect to another entity, typically providing local governance or administrative coordination.
-
D.
cityGovernment
Indicates that a city’s governing authority has jurisdiction, control, or administrative responsibility over the referenced entity.
-
E.
municipalScope
Indicates that something falls within the authority, jurisdiction, or functional domain of a municipality or local city government.
- F. None of above.
Provenance (4 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_69ca848161688190a68d514a0a9d5129 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd99cd59008190888eb11f00f61994 |
completed | April 1, 2026, 10:18 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d1616a11688190ba47343e4fd913fd |
completed | April 4, 2026, 7:07 p.m. |
| PD | Predicate disambiguation | batch_69ccd59fd7408190b36831902e3f37f7 |
completed | April 1, 2026, 8:21 a.m. |
Created at: March 30, 2026, 8:05 p.m.