Triple
T11848045
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vaal River waterfront |
E281832
|
entity |
| Predicate | locatedInMunicipality |
P40
|
FINISHED |
| Object | Emfuleni Local Municipality |
E285048
|
NE FINISHED |
How this triple was built (2 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: Emfuleni Local Municipality | Statement: [Vaal River waterfront, locatedInMunicipality, Emfuleni Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Emfuleni Local Municipality Context triple: [Vaal River waterfront, locatedInMunicipality, Emfuleni Local Municipality]
-
A.
Emfuleni Local Municipality
chosen
Emfuleni Local Municipality is a local government area in South Africa’s Gauteng province that includes industrial and residential centers such as Vanderbijlpark and parts of the Vaal Triangle.
-
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.
Mbombela Local Municipality
Mbombela Local Municipality is a local government area in South Africa’s Mpumalanga province that administers Nelspruit (Mbombela) and surrounding towns and rural communities.
-
D.
Madibeng Local Municipality
Madibeng Local Municipality is a local government area in South Africa’s North West province, known for encompassing the town of Brits and surrounding mining and agricultural communities.
-
E.
Winnie Madikizela-Mandela Local Municipality
Winnie Madikizela-Mandela Local Municipality is a local government area in the Eastern Cape province of South Africa, named in honor of anti-apartheid activist Winnie Madikizela-Mandela and centered around the town of Bizana.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d6ab287ba48190a5178779fd19b9b7 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a65c72088190b8de9550c455b788 |
completed | April 10, 2026, 7:27 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f4716d92c881908d45cb7b3babb1f7 |
completed | May 1, 2026, 9:25 a.m. |
Created at: April 8, 2026, 9:43 p.m.