Triple
T16052617
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Swartland Local Municipality |
E389391
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Cederberg Local Municipality
Cederberg Local Municipality is a local government area in the Western Cape province of South Africa, known for its rugged Cederberg mountain range, rock formations, and citrus farming.
|
E1230465
|
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: Cederberg Local Municipality | Statement: [Swartland Local Municipality, borderedBy, Cederberg Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Cederberg Local Municipality Context triple: [Swartland Local Municipality, borderedBy, Cederberg Local Municipality]
-
A.
Camdeboo Local Municipality
Camdeboo Local Municipality was a former local government area in South Africa’s Eastern Cape province that administered the town of Graaff-Reinet and its surrounding region before being merged into a larger municipality.
-
B.
Oudtshoorn Local Municipality
Oudtshoorn Local Municipality is a local government area in South Africa’s Western Cape province that administers the town of Oudtshoorn and its surrounding communities.
-
C.
Blouberg Local Municipality
Blouberg Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural communities.
-
D.
Bergrivier Local Municipality
Bergrivier Local Municipality is a local government area in South Africa’s Western Cape province, known for its agricultural economy and coastal towns along the West Coast.
-
E.
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.
- 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: Cederberg Local Municipality Triple: [Swartland Local Municipality, borderedBy, Cederberg Local Municipality]
Generated description
Cederberg Local Municipality is a local government area in the Western Cape province of South Africa, known for its rugged Cederberg mountain range, rock formations, and citrus farming.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Cederberg Local Municipality Target entity description: Cederberg Local Municipality is a local government area in the Western Cape province of South Africa, known for its rugged Cederberg mountain range, rock formations, and citrus farming.
-
A.
Camdeboo Local Municipality
Camdeboo Local Municipality was a former local government area in South Africa’s Eastern Cape province that administered the town of Graaff-Reinet and its surrounding region before being merged into a larger municipality.
-
B.
Oudtshoorn Local Municipality
Oudtshoorn Local Municipality is a local government area in South Africa’s Western Cape province that administers the town of Oudtshoorn and its surrounding communities.
-
C.
Blouberg Local Municipality
Blouberg Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural communities.
-
D.
Bergrivier Local Municipality
Bergrivier Local Municipality is a local government area in South Africa’s Western Cape province, known for its agricultural economy and coastal towns along the West Coast.
-
E.
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.
- 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_69d86dae698881908327ef2d67706cb9 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1836365688190b182f29bbb66127e |
completed | April 17, 2026, 12:48 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a009d25abec8190954b640b63efa0c2 |
completed | May 10, 2026, 2:58 p.m. |
| NEDg | Description generation | batch_6a009ee751e48190aba4628028a41ccc |
completed | May 10, 2026, 3:06 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a009f51fcb0819095cd9d4bd8288af9 |
completed | May 10, 2026, 3:08 p.m. |
Created at: April 10, 2026, 4:56 a.m.