Triple
T10299840
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Amajuba District Municipality |
E241597
|
entity |
| Predicate | hasLocalMunicipality |
P47323
|
FINISHED |
| Object | Dannhauser Local Municipality |
E779590
|
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: Dannhauser Local Municipality | Statement: [Amajuba District Municipality, hasLocalMunicipality, Dannhauser Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dannhauser Local Municipality Context triple: [Amajuba District Municipality, hasLocalMunicipality, Dannhauser Local Municipality]
-
A.
Dannhauser Local Municipality
chosen
Dannhauser Local Municipality was a former local municipality in the KwaZulu-Natal province of South Africa, known for its rural settlements and coal-mining areas.
-
B.
Musina Local Municipality
Musina Local Municipality is a local government area in South Africa’s Limpopo province, known for its border location near Zimbabwe and its role in regional mining and trade.
-
C.
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.
-
D.
Midvaal Local Municipality
Midvaal Local Municipality is a local government area in Gauteng, South Africa, known for its mix of semi-rural towns, residential communities, and industrial developments south of Johannesburg.
-
E.
Metsimaholo Local Municipality
Metsimaholo Local Municipality is a local government area in South Africa’s Free State province that includes the industrial and urban centers around Sasolburg within the Vaal Triangle region.
- 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_69d381aaafc08190af475ef58dc16aba |
completed | April 6, 2026, 9:49 a.m. |
| NER | Named-entity recognition | batch_69d4d2ee10f88190b1615c49b8f24a26 |
completed | April 7, 2026, 9:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d71d3f2c2c8190a71e4a896d8753e7 |
completed | April 9, 2026, 3:30 a.m. |
Created at: April 6, 2026, 11:44 a.m.