Triple
T13480664
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mkambati Nature Reserve |
E318362
|
entity |
| Predicate | locatedInMunicipality |
P40
|
FINISHED |
| Object |
Ingquza Hill Local Municipality
Ingquza Hill Local Municipality is a local government area in South Africa’s Eastern Cape province, known for its rural coastal landscapes and conservation areas such as Mkambati Nature Reserve.
|
E1154446
|
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: Ingquza Hill Local Municipality | Statement: [Mkambati Nature Reserve, locatedInMunicipality, Ingquza Hill Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ingquza Hill Local Municipality Context triple: [Mkambati Nature Reserve, locatedInMunicipality, Ingquza Hill Local Municipality]
-
A.
Maquassi Hills Local Municipality
Maquassi Hills Local Municipality is a local government area in South Africa’s North West province, responsible for providing municipal services and administration to the communities within its jurisdiction.
-
B.
Maruleng Local Municipality
Maruleng Local Municipality is a local government area in South Africa’s Limpopo province, known for its rural communities and proximity to major wildlife and tourism attractions such as the Kruger National Park.
-
C.
Thulamela Local Municipality
Thulamela Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, known for encompassing parts of the culturally significant Thulamela archaeological site and surrounding communities.
-
D.
Okhahlamba Local Municipality
Okhahlamba Local Municipality is a local government area in the uThukela District of KwaZulu-Natal, South Africa, known for encompassing much of the Drakensberg mountain region and its surrounding rural communities.
-
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: Ingquza Hill Local Municipality Triple: [Mkambati Nature Reserve, locatedInMunicipality, Ingquza Hill Local Municipality]
Generated description
Ingquza Hill Local Municipality is a local government area in South Africa’s Eastern Cape province, known for its rural coastal landscapes and conservation areas such as Mkambati Nature Reserve.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ingquza Hill Local Municipality Target entity description: Ingquza Hill Local Municipality is a local government area in South Africa’s Eastern Cape province, known for its rural coastal landscapes and conservation areas such as Mkambati Nature Reserve.
-
A.
Maquassi Hills Local Municipality
Maquassi Hills Local Municipality is a local government area in South Africa’s North West province, responsible for providing municipal services and administration to the communities within its jurisdiction.
-
B.
Maruleng Local Municipality
Maruleng Local Municipality is a local government area in South Africa’s Limpopo province, known for its rural communities and proximity to major wildlife and tourism attractions such as the Kruger National Park.
-
C.
Thulamela Local Municipality
Thulamela Local Municipality is a local government area in the Vhembe District of Limpopo Province, South Africa, known for encompassing parts of the culturally significant Thulamela archaeological site and surrounding communities.
-
D.
Okhahlamba Local Municipality
Okhahlamba Local Municipality is a local government area in the uThukela District of KwaZulu-Natal, South Africa, known for encompassing much of the Drakensberg mountain region and its surrounding rural communities.
-
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_69d806b6bfec819089222715b2e86c8e |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69dbaf36c6b08190ba99400600e0b662 |
completed | April 12, 2026, 2:41 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ff1330527481908d518093debc9ad1 |
completed | May 9, 2026, 10:57 a.m. |
| NEDg | Description generation | batch_69ff142e99e081909d01cac0416f1bde |
completed | May 9, 2026, 11:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ff14c61eb08190ba854b541eb1ce14 |
completed | May 9, 2026, 11:04 a.m. |
Created at: April 9, 2026, 9:42 p.m.