Triple
T9122109
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Newcastle Local Municipality |
E218877
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Dannhauser Local Municipality
Dannhauser Local Municipality was a former local municipality in the KwaZulu-Natal province of South Africa, known for its rural settlements and coal-mining areas.
|
E779590
|
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: Dannhauser Local Municipality | Statement: [Newcastle Local Municipality, borderedBy, Dannhauser Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Dannhauser Local Municipality Context triple: [Newcastle Local Municipality, borderedBy, Dannhauser Local Municipality]
-
A.
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.
-
B.
Endumeni Local Municipality
Endumeni Local Municipality is a local government area in the uMzinyathi District of KwaZulu-Natal, South Africa, which includes the town of Dundee and surrounding rural 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.
Langeberg Local Municipality
Langeberg Local Municipality is a local government area in South Africa’s Western Cape province that administers several rural towns and farming communities, including Bonnievale.
-
E.
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.
- 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: Dannhauser Local Municipality Triple: [Newcastle Local Municipality, borderedBy, Dannhauser Local Municipality]
Generated description
Dannhauser Local Municipality was a former local municipality in the KwaZulu-Natal province of South Africa, known for its rural settlements and coal-mining areas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Dannhauser Local Municipality Target entity description: Dannhauser Local Municipality was a former local municipality in the KwaZulu-Natal province of South Africa, known for its rural settlements and coal-mining areas.
-
A.
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.
-
B.
Endumeni Local Municipality
Endumeni Local Municipality is a local government area in the uMzinyathi District of KwaZulu-Natal, South Africa, which includes the town of Dundee and surrounding rural 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.
Langeberg Local Municipality
Langeberg Local Municipality is a local government area in South Africa’s Western Cape province that administers several rural towns and farming communities, including Bonnievale.
-
E.
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.
- 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_69ca83dddd548190983b96c664f7f367 |
completed | March 30, 2026, 2:08 p.m. |
| NER | Named-entity recognition | batch_69cca8b46dac8190bde88205c85f596a |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d0308ff628819083f02bf71eb40c5b |
completed | April 3, 2026, 9:26 p.m. |
| NEDg | Description generation | batch_69d0318ef52c8190bfa0bef6a8d41daa |
completed | April 3, 2026, 9:30 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d03571c4648190bd546152c61c55a5 |
completed | April 3, 2026, 9:47 p.m. |
Created at: March 30, 2026, 7:17 p.m.