Triple
T8907531
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uMzinyathi District Municipality |
E212098
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
iLembe District Municipality
iLembe District Municipality is a local government district in the KwaZulu-Natal province of South Africa, situated along the eastern coast and encompassing both rural areas and rapidly developing urban and tourism hubs.
|
E772027
|
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: iLembe District Municipality | Statement: [uMzinyathi District Municipality, borderedBy, iLembe District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: iLembe District Municipality Context triple: [uMzinyathi District Municipality, borderedBy, iLembe District Municipality]
-
A.
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.
-
B.
Vhembe District Municipality
Vhembe District Municipality is a largely rural district in the northern part of South Africa’s Limpopo province, bordering Zimbabwe and Mozambique and known for its strong Venda cultural presence and agricultural activities.
-
C.
Amathole District Municipality
Amathole District Municipality is a local government district in South Africa’s Eastern Cape province, encompassing both inland rural areas and parts of the scenic southeastern coastline.
-
D.
Ehlanzeni District Municipality
Ehlanzeni District Municipality is an administrative district in northeastern Mpumalanga, South Africa, known for its tourism attractions, historical towns, and proximity to the Kruger National Park.
-
E.
Lejweleputswa District Municipality
Lejweleputswa District Municipality is an administrative district in the Free State province of South Africa, known for its mining and agricultural activities.
- 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: iLembe District Municipality Triple: [uMzinyathi District Municipality, borderedBy, iLembe District Municipality]
Generated description
iLembe District Municipality is a local government district in the KwaZulu-Natal province of South Africa, situated along the eastern coast and encompassing both rural areas and rapidly developing urban and tourism hubs.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: iLembe District Municipality Target entity description: iLembe District Municipality is a local government district in the KwaZulu-Natal province of South Africa, situated along the eastern coast and encompassing both rural areas and rapidly developing urban and tourism hubs.
-
A.
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.
-
B.
Vhembe District Municipality
Vhembe District Municipality is a largely rural district in the northern part of South Africa’s Limpopo province, bordering Zimbabwe and Mozambique and known for its strong Venda cultural presence and agricultural activities.
-
C.
Amathole District Municipality
Amathole District Municipality is a local government district in South Africa’s Eastern Cape province, encompassing both inland rural areas and parts of the scenic southeastern coastline.
-
D.
Ehlanzeni District Municipality
Ehlanzeni District Municipality is an administrative district in northeastern Mpumalanga, South Africa, known for its tourism attractions, historical towns, and proximity to the Kruger National Park.
-
E.
Lejweleputswa District Municipality
Lejweleputswa District Municipality is an administrative district in the Free State province of South Africa, known for its mining and agricultural activities.
- 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_69ca839255248190b43984294abd92ae |
completed | March 30, 2026, 2:07 p.m. |
| NER | Named-entity recognition | batch_69cc64c6a87c81909331a39619f913c0 |
completed | April 1, 2026, 12:20 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cfd08dbf8081908d0cacc968dd0a7d |
completed | April 3, 2026, 2:37 p.m. |
| NEDg | Description generation | batch_69cfd49a4f888190a0967823bac948fa |
completed | April 3, 2026, 2:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cfd4e74f988190a277e7da6b5fed8f |
completed | April 3, 2026, 2:55 p.m. |
Created at: March 30, 2026, 6:55 p.m.