Triple
T13865459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Overberg District |
E333311
|
entity |
| Predicate | contains |
P35
|
FINISHED |
| Object |
Swellendam Local Municipality
Swellendam Local Municipality is a local government area in South Africa’s Western Cape province, centered on the historic town of Swellendam and forming part of the Overberg region.
|
E1175757
|
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: Swellendam Local Municipality | Statement: [Overberg District, contains, Swellendam Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Swellendam Local Municipality Context triple: [Overberg District, contains, Swellendam Local Municipality]
-
A.
Stellenbosch Local Municipality
Stellenbosch Local Municipality is a local government area in South Africa’s Western Cape province that administers the historic university town of Stellenbosch and surrounding settlements, including Franschhoek.
-
B.
Dr Beyers Naudé Local Municipality
Dr Beyers Naudé Local Municipality is a local government area in South Africa’s Eastern Cape province, named after anti-apartheid cleric Beyers Naudé and administered from the town of Graaff-Reinet.
-
C.
Swartland Local Municipality
Swartland Local Municipality is a local government area in the Western Cape province of South Africa, known for its agricultural landscape and towns such as Malmesbury and Riebeek-Wes.
-
D.
Baviaans Local Municipality
Baviaans Local Municipality was a former local government area in South Africa’s Eastern Cape province, known for its sparsely populated rural landscape and the Baviaanskloof wilderness region.
-
E.
Breede Valley Local Municipality
Breede Valley Local Municipality is a local government area in South Africa’s Western Cape province that administers towns such as Worcester and surrounding rural 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: Swellendam Local Municipality Triple: [Overberg District, contains, Swellendam Local Municipality]
Generated description
Swellendam Local Municipality is a local government area in South Africa’s Western Cape province, centered on the historic town of Swellendam and forming part of the Overberg region.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Swellendam Local Municipality Target entity description: Swellendam Local Municipality is a local government area in South Africa’s Western Cape province, centered on the historic town of Swellendam and forming part of the Overberg region.
-
A.
Stellenbosch Local Municipality
Stellenbosch Local Municipality is a local government area in South Africa’s Western Cape province that administers the historic university town of Stellenbosch and surrounding settlements, including Franschhoek.
-
B.
Dr Beyers Naudé Local Municipality
Dr Beyers Naudé Local Municipality is a local government area in South Africa’s Eastern Cape province, named after anti-apartheid cleric Beyers Naudé and administered from the town of Graaff-Reinet.
-
C.
Swartland Local Municipality
Swartland Local Municipality is a local government area in the Western Cape province of South Africa, known for its agricultural landscape and towns such as Malmesbury and Riebeek-Wes.
-
D.
Baviaans Local Municipality
Baviaans Local Municipality was a former local government area in South Africa’s Eastern Cape province, known for its sparsely populated rural landscape and the Baviaanskloof wilderness region.
-
E.
Breede Valley Local Municipality
Breede Valley Local Municipality is a local government area in South Africa’s Western Cape province that administers towns such as Worcester and surrounding rural 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_69d81c5ced9c8190b0e9bcc6effe5959 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de05c30d9c81908217d41a3b4aaf85 |
completed | April 14, 2026, 9:15 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff8752207c81908369bce03b56b25e |
completed | May 9, 2026, 7:13 p.m. |
| NEDg | Description generation | batch_69ff8b4bbd88819087d62c9d1b647ce0 |
completed | May 9, 2026, 7:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff8bf65a948190a1dadfd3b8496c0a |
completed | May 9, 2026, 7:33 p.m. |
Created at: April 9, 2026, 10:14 p.m.