Triple
T9509831
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ugu District Municipality |
E229363
|
entity |
| Predicate | includesLocalMunicipality |
P84684
|
FINISHED |
| Object |
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.
|
E838230
|
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: Umdoni Local Municipality | Statement: [Ugu District Municipality, includesLocalMunicipality, Umdoni Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Umdoni Local Municipality Context triple: [Ugu District Municipality, includesLocalMunicipality, Umdoni Local Municipality]
-
A.
Ulundi Local Municipality
Ulundi Local Municipality is a local government authority in South Africa’s KwaZulu-Natal province responsible for providing municipal services and governance to the town of Ulundi and its surrounding areas.
-
B.
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.
-
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.
Ngwathe Local Municipality
Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
-
E.
Endumeni Local Municipality
Endumeni Local Municipality is a local government area in the uMzinyathi District of KwaZulu-Natal, South Africa, which includes the town of Dundee and surrounding rural 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: Umdoni Local Municipality Triple: [Ugu District Municipality, includesLocalMunicipality, Umdoni Local Municipality]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Umdoni Local Municipality Target entity description: 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.
-
A.
Ulundi Local Municipality
Ulundi Local Municipality is a local government authority in South Africa’s KwaZulu-Natal province responsible for providing municipal services and governance to the town of Ulundi and its surrounding areas.
-
B.
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.
-
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.
Ngwathe Local Municipality
Ngwathe Local Municipality is a local government area in South Africa’s Free State province that administers several towns and communities, including Heilbron.
-
E.
Endumeni Local Municipality
Endumeni Local Municipality is a local government area in the uMzinyathi District of KwaZulu-Natal, South Africa, which includes the town of Dundee and surrounding rural 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_69d29999e9248190b2f1900fa7ad3da5 |
completed | April 5, 2026, 5:19 p.m. |
| NEDg | Description generation | batch_69d29b28f48081909f7e0487800ebe52 |
completed | April 5, 2026, 5:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69d29be3713c819089843c4ec2be93f1 |
completed | April 5, 2026, 5:29 p.m. |
Created at: March 30, 2026, 7:58 p.m.