Triple
T19028090
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bojanala Platinum District Municipality |
E465663
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object | Rustenburg Local Municipality |
—
|
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: Rustenburg Local Municipality | Statement: [Bojanala Platinum District Municipality, contains, Rustenburg Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Rustenburg Local Municipality Context triple: [Bojanala Platinum District Municipality, contains, Rustenburg Local Municipality]
-
A.
Rustenburg Local Municipality
chosen
Rustenburg Local Municipality is a local government authority in South Africa responsible for administering and providing services to the city of Rustenburg and its surrounding areas.
-
B.
Randfontein Local Municipality
Randfontein Local Municipality was a former local government area in Gauteng, South Africa, that administered the town of Randfontein and surrounding communities before being incorporated into the Rand West City Local Municipality.
-
C.
Naledi Local Municipality
Naledi Local Municipality is a local government area in South Africa responsible for providing municipal services and governance within part of the Dr Ruth Segomotsi Mompati District in the North West province.
-
D.
Matjhabeng Local Municipality
Matjhabeng Local Municipality is a local government authority in South Africa’s Free State province that administers Welkom and surrounding towns in the goldfields region.
-
E.
Ngqushwa Local Municipality
Ngqushwa Local Municipality is a local government area in South Africa’s Eastern Cape province, forming part of the Amathole District and encompassing mainly rural communities and small towns.
- 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_69d8dd0359648190bc2a9202c5cf29d2 |
completed | April 10, 2026, 11:20 a.m. |
| NER | Named-entity recognition | batch_69e5d73dc404819092059e496662d151 |
completed | April 20, 2026, 7:35 a.m. |
Created at: April 10, 2026, 12:02 p.m.