Triple
T9509833
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ugu District Municipality |
E229363
|
entity |
| Predicate | includesLocalMunicipality |
P84684
|
FINISHED |
| Object |
uMuziwabantu Local Municipality
uMuziwabantu Local Municipality is a local government area in the Ugu District of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its constituent communities.
|
E842963
|
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: uMuziwabantu Local Municipality | Statement: [Ugu District Municipality, includesLocalMunicipality, uMuziwabantu Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: uMuziwabantu Local Municipality Context triple: [Ugu District Municipality, includesLocalMunicipality, uMuziwabantu Local Municipality]
-
A.
uMngeni Local Municipality
uMngeni Local Municipality is a local government area in KwaZulu-Natal, South Africa, that includes the town of Howick and surrounding rural and semi-urban communities.
-
B.
uMshwathi Local Municipality
uMshwathi Local Municipality is a local government area in the KwaZulu-Natal province of South Africa, forming part of the broader uMgungundlovu District.
-
C.
Umdoni Local Municipality
Umdoni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its constituent communities.
-
D.
uMhlathuze Local Municipality
uMhlathuze Local Municipality is a local government area in KwaZulu-Natal, South Africa, that includes the industrial port city of Richards Bay and surrounding communities.
-
E.
Umvoti Local Municipality
Umvoti Local Municipality is a local government area in the KwaZulu-Natal province of South Africa, centered around the town of Greytown and responsible for providing municipal services and governance to its surrounding 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: uMuziwabantu Local Municipality Triple: [Ugu District Municipality, includesLocalMunicipality, uMuziwabantu Local Municipality]
Generated description
uMuziwabantu Local Municipality is a local government area in the Ugu District of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its constituent communities.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: uMuziwabantu Local Municipality Target entity description: uMuziwabantu Local Municipality is a local government area in the Ugu District of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its constituent communities.
-
A.
uMngeni Local Municipality
uMngeni Local Municipality is a local government area in KwaZulu-Natal, South Africa, that includes the town of Howick and surrounding rural and semi-urban communities.
-
B.
uMshwathi Local Municipality
uMshwathi Local Municipality is a local government area in the KwaZulu-Natal province of South Africa, forming part of the broader uMgungundlovu District.
-
C.
Umdoni Local Municipality
Umdoni Local Municipality is a local government area on the south coast of KwaZulu-Natal, South Africa, responsible for providing municipal services and governance to its constituent communities.
-
D.
uMhlathuze Local Municipality
uMhlathuze Local Municipality is a local government area in KwaZulu-Natal, South Africa, that includes the industrial port city of Richards Bay and surrounding communities.
-
E.
Umvoti Local Municipality
Umvoti Local Municipality is a local government area in the KwaZulu-Natal province of South Africa, centered around the town of Greytown and responsible for providing municipal services and governance to its surrounding 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_69ca847611c48190a28c028644198c75 |
completed | March 30, 2026, 2:11 p.m. |
| NER | Named-entity recognition | batch_69cd9857058881909e0a40e2024a7b4c |
completed | April 1, 2026, 10:12 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d2cb2aaef481908a7be61bbfc3b008 |
completed | April 5, 2026, 8:50 p.m. |
| NEDg | Description generation | batch_69d2cd242ed8819097895cb15cbb5d47 |
completed | April 5, 2026, 8:59 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d2d1204f008190a9349c071c1e8d19 |
completed | April 5, 2026, 9:16 p.m. |
Created at: March 30, 2026, 7:58 p.m.