Triple
T9509909
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Isandlwana |
E229365
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | uMzinyathi District Municipality |
E212098
|
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: uMzinyathi District Municipality | Statement: [Isandlwana, locatedIn, uMzinyathi District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: uMzinyathi District Municipality Context triple: [Isandlwana, locatedIn, uMzinyathi District Municipality]
-
A.
uMzinyathi District Municipality
chosen
uMzinyathi District Municipality is a local government district in KwaZulu-Natal, South Africa, encompassing several towns and rural areas including Greytown.
-
B.
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.
-
C.
uMkhanyakude District Municipality
uMkhanyakude District Municipality is a largely rural district in northern KwaZulu-Natal, South Africa, known for its rich biodiversity, game reserves, and coastal wetlands including parts of the iSimangaliso Wetland Park.
-
D.
Thabo Mofutsanyana District Municipality
Thabo Mofutsanyana District Municipality is a local government district in South Africa’s Free State province, known for encompassing several rural towns and agricultural communities.
-
E.
uThukela District Municipality
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.
- 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9857058881909e0a40e2024a7b4c |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d32a3c9c6881908757c63a0ccdc54e |
completed | April 6, 2026, 3:36 a.m. |
Created at: March 30, 2026, 7:58 p.m.