Triple
T2014127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Estcourt |
E43755
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Inkosi Langalibalele Local Municipality |
E231195
|
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: Inkosi Langalibalele Local Municipality | Statement: [Estcourt, locatedIn, Inkosi Langalibalele Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Inkosi Langalibalele Local Municipality Context triple: [Estcourt, locatedIn, Inkosi Langalibalele Local Municipality]
-
A.
Ray Nkonyeni Local Municipality
Ray Nkonyeni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, that administers Port Shepstone and surrounding towns.
-
B.
Sekhukhune District Municipality
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.
-
C.
uMgungundlovu District Municipality
uMgungundlovu District Municipality is a local government district in KwaZulu-Natal, South Africa, that includes the provincial capital Pietermaritzburg and surrounding areas.
-
D.
uThukela District Municipality
chosen
uThukela District Municipality is a local government district in the KwaZulu-Natal province of South Africa, encompassing several towns and rural areas including the regional center of Ladysmith.
-
E.
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.
- 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_69a88716e9f08190946313fdc949e3cf |
completed | March 4, 2026, 7:25 p.m. |
| NER | Named-entity recognition | batch_69abb8b42d508190bf2b63132bb2ad77 |
completed | March 7, 2026, 5:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6ae66fe08190be75c18f0916f23b |
completed | March 9, 2026, 6:38 a.m. |
Created at: March 4, 2026, 7:37 p.m.