Triple
T11870485
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Coast District Municipality |
E282394
|
entity |
| Predicate | includesLocalMunicipality |
P84684
|
FINISHED |
| Object |
Matzikama Local Municipality
Matzikama Local Municipality is a local government area in South Africa’s Western Cape province, situated within the West Coast region and encompassing several rural and semi-urban communities.
|
E1034087
|
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: Matzikama Local Municipality | Statement: [West Coast District Municipality, includesLocalMunicipality, Matzikama Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Matzikama Local Municipality Context triple: [West Coast District Municipality, includesLocalMunicipality, Matzikama Local Municipality]
-
A.
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.
-
B.
Musina Local Municipality
Musina Local Municipality is a local government area in South Africa’s Limpopo province, known for its border location near Zimbabwe and its role in regional mining and trade.
-
C.
Kagisano-Molopo Local Municipality
Kagisano-Molopo Local Municipality is a rural local municipality in South Africa’s North West province, known for its dispersed settlements and cross-border location near Botswana.
-
D.
Bitou Local Municipality
Bitou Local Municipality is a coastal local government area in South Africa’s Western Cape, centered on the town of Plettenberg Bay and known for its tourism-driven economy and natural scenery.
-
E.
Nyandeni Local Municipality
Nyandeni Local Municipality is a local government area in South Africa’s Eastern Cape province, known for its predominantly rural communities and traditional Xhosa cultural heritage.
- 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: Matzikama Local Municipality Triple: [West Coast District Municipality, includesLocalMunicipality, Matzikama Local Municipality]
Generated description
Matzikama Local Municipality is a local government area in South Africa’s Western Cape province, situated within the West Coast region and encompassing several rural and semi-urban communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Matzikama Local Municipality Target entity description: Matzikama Local Municipality is a local government area in South Africa’s Western Cape province, situated within the West Coast region and encompassing several rural and semi-urban communities.
-
A.
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.
-
B.
Musina Local Municipality
Musina Local Municipality is a local government area in South Africa’s Limpopo province, known for its border location near Zimbabwe and its role in regional mining and trade.
-
C.
Kagisano-Molopo Local Municipality
Kagisano-Molopo Local Municipality is a rural local municipality in South Africa’s North West province, known for its dispersed settlements and cross-border location near Botswana.
-
D.
Bitou Local Municipality
Bitou Local Municipality is a coastal local government area in South Africa’s Western Cape, centered on the town of Plettenberg Bay and known for its tourism-driven economy and natural scenery.
-
E.
Nyandeni Local Municipality
Nyandeni Local Municipality is a local government area in South Africa’s Eastern Cape province, known for its predominantly rural communities and traditional Xhosa cultural heritage.
- 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_69d6ab2945d081908a5851c916cbcfb5 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8be15fb2481908f514781ce2c617f |
completed | April 10, 2026, 9:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f71f05b3e08190be0d4e0ad2bfb2d1 |
completed | May 3, 2026, 10:10 a.m. |
| NEDg | Description generation | batch_69f71fad1494819083484407dac16a7f |
completed | May 3, 2026, 10:13 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7205e52108190a5d3a1f50addb0f3 |
completed | May 3, 2026, 10:15 a.m. |
Created at: April 8, 2026, 9:43 p.m.