Triple
T9121308
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | uMgungundlovu District Municipality |
E218855
|
entity |
| Predicate | borderedBy |
P224
|
FINISHED |
| Object |
Harry Gwala District Municipality
Harry Gwala District Municipality is a local government district in the southern part of KwaZulu-Natal, South Africa, known for its largely rural character and agricultural economy.
|
E796144
|
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: Harry Gwala District Municipality | Statement: [uMgungundlovu District Municipality, borderedBy, Harry Gwala District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Harry Gwala District Municipality Context triple: [uMgungundlovu District Municipality, borderedBy, Harry Gwala District Municipality]
-
A.
Sedibeng District Municipality
Sedibeng District Municipality is a local government area in South Africa that administers the southern part of Gauteng Province, including towns such as Vereeniging and Vanderbijlpark.
-
B.
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.
-
C.
Amajuba District Municipality
Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
-
D.
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.
-
E.
Thabo Mofutsanyana District Municipality
Thabo Mofutsanyana District Municipality is a local government district in South Africa’s Free State province, known for encompassing several rural towns and agricultural communities.
- 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: Harry Gwala District Municipality Triple: [uMgungundlovu District Municipality, borderedBy, Harry Gwala District Municipality]
Generated description
Harry Gwala District Municipality is a local government district in the southern part of KwaZulu-Natal, South Africa, known for its largely rural character and agricultural economy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Harry Gwala District Municipality Target entity description: Harry Gwala District Municipality is a local government district in the southern part of KwaZulu-Natal, South Africa, known for its largely rural character and agricultural economy.
-
A.
Sedibeng District Municipality
Sedibeng District Municipality is a local government area in South Africa that administers the southern part of Gauteng Province, including towns such as Vereeniging and Vanderbijlpark.
-
B.
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.
-
C.
Amajuba District Municipality
Amajuba District Municipality is a local government district in the northwestern part of KwaZulu-Natal, South Africa, encompassing towns such as Newcastle and known for its historical battlefields and coal-mining economy.
-
D.
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.
-
E.
Thabo Mofutsanyana District Municipality
Thabo Mofutsanyana District Municipality is a local government district in South Africa’s Free State province, known for encompassing several rural towns and agricultural communities.
- 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_69cca8b32ba88190b2b4406c7b905cca |
completed | April 1, 2026, 5:10 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d100b451c88190aae0ef240906ce0c |
completed | April 4, 2026, 12:14 p.m. |
| NEDg | Description generation | batch_69d1025c68408190b5f2e23d7a2f2221 |
completed | April 4, 2026, 12:21 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d102b154f88190b13868ce5df59510 |
completed | April 4, 2026, 12:23 p.m. |
Created at: March 30, 2026, 7:17 p.m.