Triple
T4006038
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Heilbron |
E89527
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
Ngwathe Local Municipality Council
The Ngwathe Local Municipality Council is the elected legislative and decision-making body responsible for governing the Ngwathe Local Municipality in South Africa’s Free State province.
|
E406479
|
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: Ngwathe Local Municipality Council | Statement: [Heilbron, governingBody, Ngwathe Local Municipality Council]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngwathe Local Municipality Council Context triple: [Heilbron, governingBody, Ngwathe Local Municipality Council]
-
A.
Mogale City Local Municipality Council
The Mogale City Local Municipality Council is the elected municipal governing body responsible for local governance and service delivery in the Mogale City area, which includes Krugersdorp in Gauteng, South Africa.
-
B.
Msunduzi Local Municipality Council
The Msunduzi Local Municipality Council is the elected local government body responsible for municipal governance, service delivery, and policy-making in the city of Pietermaritzburg and its surrounding areas in South Africa.
-
C.
Sol Plaatje Local Municipality
Sol Plaatje Local Municipality is a local government authority in South Africa’s Northern Cape that administers Kimberley and its surrounding areas.
-
D.
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.
-
E.
Ditsobotla Local Municipality
Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
- 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: Ngwathe Local Municipality Council Triple: [Heilbron, governingBody, Ngwathe Local Municipality Council]
Generated description
The Ngwathe Local Municipality Council is the elected legislative and decision-making body responsible for governing the Ngwathe Local Municipality in South Africa’s Free State province.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngwathe Local Municipality Council Target entity description: The Ngwathe Local Municipality Council is the elected legislative and decision-making body responsible for governing the Ngwathe Local Municipality in South Africa’s Free State province.
-
A.
Mogale City Local Municipality Council
The Mogale City Local Municipality Council is the elected municipal governing body responsible for local governance and service delivery in the Mogale City area, which includes Krugersdorp in Gauteng, South Africa.
-
B.
Msunduzi Local Municipality Council
The Msunduzi Local Municipality Council is the elected local government body responsible for municipal governance, service delivery, and policy-making in the city of Pietermaritzburg and its surrounding areas in South Africa.
-
C.
Sol Plaatje Local Municipality
Sol Plaatje Local Municipality is a local government authority in South Africa’s Northern Cape that administers Kimberley and its surrounding areas.
-
D.
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.
-
E.
Ditsobotla Local Municipality
Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
- 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_69aed9585e788190bec2d39deba3750f |
completed | March 9, 2026, 2:29 p.m. |
| NER | Named-entity recognition | batch_69aefa60c500819084fcba785b2bf801 |
completed | March 9, 2026, 4:50 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b54c67eddc819097eff878c860f3d5 |
completed | March 14, 2026, 11:54 a.m. |
| NEDg | Description generation | batch_69b54d1898d48190b717a17ad366918d |
completed | March 14, 2026, 11:57 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b54de8dc708190b83978b15aed2e13 |
completed | March 14, 2026, noon |
Created at: March 9, 2026, 3:34 p.m.