Triple
T5679855
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ozabeni |
E125173
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
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.
|
E585429
|
NE FINISHED |
How this triple was built (4 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: uMkhanyakude District Municipality | Statement: [Ozabeni, locatedIn, uMkhanyakude District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: uMkhanyakude District Municipality Context triple: [Ozabeni, locatedIn, uMkhanyakude District Municipality]
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Ehlanzeni District Municipality
Ehlanzeni District Municipality is an administrative district in northeastern Mpumalanga, South Africa, known for its tourism attractions, historical towns, and proximity to the Kruger National Park.
-
E.
Nkangala District Municipality
Nkangala District Municipality is a local government district in South Africa’s Mpumalanga province, known for its mix of industrial towns, mining activities, and rural settlements.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: uMkhanyakude District Municipality Triple: [Ozabeni, locatedIn, uMkhanyakude District Municipality]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: uMkhanyakude District Municipality Target entity description: 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.
-
A.
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.
-
B.
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.
-
C.
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.
-
D.
Ehlanzeni District Municipality
Ehlanzeni District Municipality is an administrative district in northeastern Mpumalanga, South Africa, known for its tourism attractions, historical towns, and proximity to the Kruger National Park.
-
E.
Nkangala District Municipality
Nkangala District Municipality is a local government district in South Africa’s Mpumalanga province, known for its mix of industrial towns, mining activities, and rural settlements.
- F. None of above. chosen
Provenance (5 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_69c008295c808190acfe78915e7d656a |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c023960ecc819080a97a37be80c01f |
completed | March 22, 2026, 5:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c603c0c8388190b39b2e20c9a02f19 |
completed | March 27, 2026, 4:12 a.m. |
| NEDg | Description generation | batch_69c6047bff8c81908cfcaef23b78e022 |
completed | March 27, 2026, 4:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c604e8d2748190b9a0505f6803ad07 |
completed | March 27, 2026, 4:17 a.m. |
Created at: March 22, 2026, 3:44 p.m.