Triple
T13043269
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Augrabies |
E327251
|
entity |
| Predicate | administrativeDivision |
P747
|
FINISHED |
| Object |
ZF Mgcawu District Municipality
ZF Mgcawu District Municipality is a local government district in South Africa’s Northern Cape Province, known for encompassing key towns and natural attractions such as the Augrabies area.
|
E1017977
|
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: ZF Mgcawu District Municipality | Statement: [Augrabies, administrativeDivision, ZF Mgcawu District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ZF Mgcawu District Municipality Context triple: [Augrabies, administrativeDivision, ZF Mgcawu District Municipality]
-
A.
Joe Gqabi District Municipality
Joe Gqabi District Municipality is a local government district in South Africa’s Eastern Cape province, known for its largely rural character and administrative center in the town of Aliwal North.
-
B.
uMgungundlovu District Municipality
uMgungundlovu District Municipality is a local government district in KwaZulu-Natal, South Africa, that includes the provincial capital Pietermaritzburg and surrounding areas.
-
C.
Ugu District Municipality
Ugu District Municipality is a local government district in the KwaZulu-Natal province of South Africa that includes coastal towns such as Port Shepstone.
-
D.
Waterberg District Municipality
Waterberg District Municipality is a local government area in South Africa that administers the western part of Limpopo Province, known for its extensive wildlife reserves and the UNESCO-listed Waterberg Biosphere.
-
E.
Mopani District Municipality
Mopani District Municipality is a local government area in South Africa’s Limpopo province, known for its largely rural character, agricultural activities, and proximity to parts of the Kruger National Park.
- 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: ZF Mgcawu District Municipality Triple: [Augrabies, administrativeDivision, ZF Mgcawu District Municipality]
Generated description
ZF Mgcawu District Municipality is a local government district in South Africa’s Northern Cape Province, known for encompassing key towns and natural attractions such as the Augrabies area.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ZF Mgcawu District Municipality Target entity description: ZF Mgcawu District Municipality is a local government district in South Africa’s Northern Cape Province, known for encompassing key towns and natural attractions such as the Augrabies area.
-
A.
Joe Gqabi District Municipality
Joe Gqabi District Municipality is a local government district in South Africa’s Eastern Cape province, known for its largely rural character and administrative center in the town of Aliwal North.
-
B.
uMgungundlovu District Municipality
uMgungundlovu District Municipality is a local government district in KwaZulu-Natal, South Africa, that includes the provincial capital Pietermaritzburg and surrounding areas.
-
C.
Ugu District Municipality
Ugu District Municipality is a local government district in the KwaZulu-Natal province of South Africa that includes coastal towns such as Port Shepstone.
-
D.
Waterberg District Municipality
Waterberg District Municipality is a local government area in South Africa that administers the western part of Limpopo Province, known for its extensive wildlife reserves and the UNESCO-listed Waterberg Biosphere.
-
E.
Mopani District Municipality
Mopani District Municipality is a local government area in South Africa’s Limpopo province, known for its largely rural character, agricultural activities, and proximity to parts of the Kruger National Park.
- 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_69d8076e64308190904fb5c93517c901 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69d9804f0318819081516e2ca1de6797 |
completed | April 10, 2026, 10:57 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f6cbd720248190a23a07dadc7e1348 |
completed | May 3, 2026, 4:15 a.m. |
| NEDg | Description generation | batch_69f6cd706f548190af79efa973434af9 |
completed | May 3, 2026, 4:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f6ce2c7630819091433543dfdf8402 |
completed | May 3, 2026, 4:25 a.m. |
Created at: April 9, 2026, 8:56 p.m.