Triple
T17981955
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Stanger, Natal, South Africa |
E449621
|
entity |
| Predicate | governedBy |
P46
|
FINISHED |
| Object |
KwaDukuza Local Municipality
KwaDukuza Local Municipality is a local government authority in KwaZulu-Natal, South Africa, responsible for administering the town of Stanger (KwaDukuza) and its surrounding areas.
|
E1300768
|
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: KwaDukuza Local Municipality | Statement: [Stanger, Natal, South Africa, governedBy, KwaDukuza Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: KwaDukuza Local Municipality Context triple: [Stanger, Natal, South Africa, governedBy, KwaDukuza Local Municipality]
-
A.
Moqhaka Local Municipality
Moqhaka Local Municipality is a local government area in South Africa’s Free State province that includes the town of Kroonstad and surrounding communities.
-
B.
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.
-
C.
Ngqushwa Local Municipality
Ngqushwa Local Municipality is a local government area in South Africa’s Eastern Cape province, forming part of the Amathole District and encompassing mainly rural communities and small towns.
-
D.
Umdoni Local Municipality
Umdoni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its constituent communities.
-
E.
Kou-Kamma Local Municipality
Kou-Kamma Local Municipality is a rural local government area in South Africa’s Eastern Cape province, known for its agricultural communities, forestry, and tourism centered around the Tsitsikamma region.
- 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: KwaDukuza Local Municipality Triple: [Stanger, Natal, South Africa, governedBy, KwaDukuza Local Municipality]
Generated description
KwaDukuza Local Municipality is a local government authority in KwaZulu-Natal, South Africa, responsible for administering the town of Stanger (KwaDukuza) and its surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: KwaDukuza Local Municipality Target entity description: KwaDukuza Local Municipality is a local government authority in KwaZulu-Natal, South Africa, responsible for administering the town of Stanger (KwaDukuza) and its surrounding areas.
-
A.
Moqhaka Local Municipality
Moqhaka Local Municipality is a local government area in South Africa’s Free State province that includes the town of Kroonstad and surrounding communities.
-
B.
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.
-
C.
Ngqushwa Local Municipality
Ngqushwa Local Municipality is a local government area in South Africa’s Eastern Cape province, forming part of the Amathole District and encompassing mainly rural communities and small towns.
-
D.
Umdoni Local Municipality
Umdoni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its constituent communities.
-
E.
Kou-Kamma Local Municipality
Kou-Kamma Local Municipality is a rural local government area in South Africa’s Eastern Cape province, known for its agricultural communities, forestry, and tourism centered around the Tsitsikamma region.
- 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_69d8b9f9927c8190a006110c8b996e61 |
completed | April 10, 2026, 8:51 a.m. |
| NER | Named-entity recognition | batch_69e4b297b7108190a676409b330ca23b |
completed | April 19, 2026, 10:46 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a034315f7fc8190bc8495e00f9d1eb3 |
completed | May 12, 2026, 3:11 p.m. |
| NEDg | Description generation | batch_6a0343ec4950819092daae352cd36ddd |
completed | May 12, 2026, 3:14 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a03446cbfac8190a8b2546a5e1a80d0 |
completed | May 12, 2026, 3:17 p.m. |
Created at: April 10, 2026, 10:22 a.m.