Triple
T6690420
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Standerton |
E152610
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object |
Gert Sibande District Municipality
Gert Sibande District Municipality is an administrative district in the Mpumalanga province of South Africa, known for its agricultural and coal-mining economy and encompassing towns such as Standerton, Ermelo, and Secunda.
|
E639135
|
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: Gert Sibande District Municipality | Statement: [Standerton, locatedIn, Gert Sibande District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Gert Sibande District Municipality Context triple: [Standerton, locatedIn, Gert Sibande District Municipality]
-
A.
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.
-
B.
Alfred Nzo District Municipality
Alfred Nzo District Municipality is a local government district in South Africa’s Eastern Cape province, named after anti-apartheid activist Alfred Nzo and comprising several rural towns and communities.
-
C.
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.
-
D.
Amajuba District Municipality
Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
-
E.
Mopani District Municipality
Mopani District Municipality is a local government area in South Africa’s Limpopo province, known for its largely rural character, agricultural activities, and proximity to parts of the Kruger National Park.
- 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: Gert Sibande District Municipality Triple: [Standerton, locatedIn, Gert Sibande District Municipality]
Generated description
Gert Sibande District Municipality is an administrative district in the Mpumalanga province of South Africa, known for its agricultural and coal-mining economy and encompassing towns such as Standerton, Ermelo, and Secunda.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Gert Sibande District Municipality Target entity description: Gert Sibande District Municipality is an administrative district in the Mpumalanga province of South Africa, known for its agricultural and coal-mining economy and encompassing towns such as Standerton, Ermelo, and Secunda.
-
A.
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.
-
B.
Alfred Nzo District Municipality
Alfred Nzo District Municipality is a local government district in South Africa’s Eastern Cape province, named after anti-apartheid activist Alfred Nzo and comprising several rural towns and communities.
-
C.
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.
-
D.
Amajuba District Municipality
Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
-
E.
Mopani District Municipality
Mopani District Municipality is a local government area in South Africa’s Limpopo province, known for its largely rural character, agricultural activities, and proximity to parts of the Kruger National Park.
- 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_69c6880687b08190805278b504d1c92c |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6b15149408190ac679d037d87cba7 |
completed | March 27, 2026, 4:33 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7880545c4819091979008c84b3325 |
completed | March 28, 2026, 7:49 a.m. |
| NEDg | Description generation | batch_69c78b712710819086ce345f9aa74def |
completed | March 28, 2026, 8:04 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69c78bd828d4819085d0959e053b7403 |
completed | March 28, 2026, 8:05 a.m. |
Created at: March 27, 2026, 2:04 p.m.