Triple
T2897703
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kimberley |
E63980
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object |
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.
|
E322938
|
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: Sol Plaatje Local Municipality | Statement: [Kimberley, governingBody, Sol Plaatje Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sol Plaatje Local Municipality Context triple: [Kimberley, governingBody, Sol Plaatje Local Municipality]
-
A.
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.
-
B.
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.
-
C.
Metsimaholo Local Municipality
Metsimaholo Local Municipality is a local government area in South Africa’s Free State province that includes the industrial and urban centers around Sasolburg within the Vaal Triangle region.
-
D.
King Sabata Dalindyebo Local Municipality
King Sabata Dalindyebo Local Municipality is a local government area in South Africa’s Eastern Cape province that includes towns such as Mthatha and the village of Qunu, known as the childhood home of Nelson Mandela.
-
E.
Namakwa District Municipality
Namakwa District Municipality is a largely arid, sparsely populated district in South Africa’s Northern Cape province, known for its dramatic landscapes, seasonal wildflower displays, and small rural towns.
- 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: Sol Plaatje Local Municipality Triple: [Kimberley, governingBody, Sol Plaatje Local Municipality]
Generated description
Sol Plaatje Local Municipality is a local government authority in South Africa’s Northern Cape that administers Kimberley and its surrounding areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Sol Plaatje Local Municipality Target entity description: Sol Plaatje Local Municipality is a local government authority in South Africa’s Northern Cape that administers Kimberley and its surrounding areas.
-
A.
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.
-
B.
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.
-
C.
Metsimaholo Local Municipality
Metsimaholo Local Municipality is a local government area in South Africa’s Free State province that includes the industrial and urban centers around Sasolburg within the Vaal Triangle region.
-
D.
King Sabata Dalindyebo Local Municipality
King Sabata Dalindyebo Local Municipality is a local government area in South Africa’s Eastern Cape province that includes towns such as Mthatha and the village of Qunu, known as the childhood home of Nelson Mandela.
-
E.
Namakwa District Municipality
Namakwa District Municipality is a largely arid, sparsely populated district in South Africa’s Northern Cape province, known for its dramatic landscapes, seasonal wildflower displays, and small rural towns.
- 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_69ab4c45822c8190830c5f2bb97bcfd0 |
completed | March 6, 2026, 9:51 p.m. |
| NER | Named-entity recognition | batch_69abe08fe3248190a6bb7de2a2c317b1 |
completed | March 7, 2026, 8:23 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b1eed55b6481909e9338314a94b5d0 |
completed | March 11, 2026, 10:38 p.m. |
| NEDg | Description generation | batch_69b1f041beac8190879a180e825e4d37 |
completed | March 11, 2026, 10:44 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b1f095116c819088edd8ed7ce86b5a |
completed | March 11, 2026, 10:45 p.m. |
Created at: March 6, 2026, 10:08 p.m.