Triple
T6717544
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Sabie |
E153309
|
entity |
| Predicate | locatedInAdministrativeTerritory |
P40
|
FINISHED |
| Object | Thaba Chweu Local Municipality |
E570226
|
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: Thaba Chweu Local Municipality | Statement: [Sabie, locatedInAdministrativeTerritory, Thaba Chweu Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Thaba Chweu Local Municipality Context triple: [Sabie, locatedInAdministrativeTerritory, Thaba Chweu Local Municipality]
-
A.
Thaba Chweu Local Municipality
chosen
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.
-
B.
Thulamela Local Municipality
Thulamela Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, known for encompassing parts of the culturally significant Thulamela archaeological site and surrounding communities.
-
C.
King Sabata Dalindyebo Local Municipality
King Sabata Dalindyebo Local Municipality is a local government area in South Africa’s Eastern Cape province that includes towns such as Mthatha and the village of Qunu, known as the childhood home of Nelson Mandela.
-
D.
Ngwathe Local Municipality
Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
-
E.
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.
- 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_69c68809b4608190a2509ddb5ab87f05 |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d12765a48190b485176dc2ffa0fa |
completed | March 27, 2026, 6:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7a30754cc8190beeb97b48c167a15 |
completed | March 28, 2026, 9:44 a.m. |
Created at: March 27, 2026, 2:07 p.m.