Triple
T5615019
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sekhukhune District Municipality |
E147454
|
entity |
| Predicate | hasLegislativeBody |
P239
|
FINISHED |
| Object | Sekhukhune District Municipal Council |
E147454
|
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: Sekhukhune District Municipal Council | Statement: [Sekhukhune District Municipality, hasLegislativeBody, Sekhukhune District Municipal Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sekhukhune District Municipal Council Context triple: [Sekhukhune District Municipality, hasLegislativeBody, Sekhukhune District Municipal Council]
-
A.
Sekhukhune District Municipality
chosen
Sekhukhune District Municipality is a local government area in South Africa responsible for administering and coordinating municipal services in the southeastern part of Limpopo province.
-
B.
Vhembe District Municipality
Vhembe District Municipality is a largely rural district in the northern part of South Africa’s Limpopo province, bordering Zimbabwe and Mozambique and known for its strong Venda cultural presence and agricultural activities.
-
C.
Thaba Chweu Local Municipality
Thaba Chweu Local Municipality is a local government area in Mpumalanga, South Africa, known for encompassing the historic gold-mining town of Pilgrim’s Rest and parts of the scenic Panorama Route.
-
D.
Nkangala District Municipality
Nkangala District Municipality is a local government district in South Africa’s Mpumalanga province, known for its mix of industrial towns, mining activities, and rural settlements.
-
E.
Fezile Dabi District Municipality
Fezile Dabi District Municipality is an administrative district in South Africa’s Free State province, known for its agricultural economy and towns such as Sasolburg and Kroonstad.
- 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_69c00905d4588190bd967842bbcf2219 |
completed | March 22, 2026, 3:21 p.m. |
| NER | Named-entity recognition | batch_69c02123fa9081909086c9cce3f3e907 |
completed | March 22, 2026, 5:04 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c141158f188190af1a981614e8528e |
completed | March 23, 2026, 1:33 p.m. |
Created at: March 22, 2026, 3:39 p.m.