Triple
T5666977
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Polokwane |
E124879
|
entity |
| Predicate | governingBody |
P46
|
FINISHED |
| Object | Polokwane Local Municipality |
E548480
|
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: Polokwane Local Municipality | Statement: [Polokwane, governingBody, Polokwane Local Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Polokwane Local Municipality Context triple: [Polokwane, governingBody, Polokwane Local Municipality]
-
A.
Polokwane Local Municipality
chosen
Polokwane Local Municipality is a local government area in Limpopo Province, South Africa, that includes the city of Polokwane and surrounding communities.
-
B.
Ditsobotla Local Municipality
Ditsobotla Local Municipality is a local government area in South Africa’s North West province that administers the town of Lichtenburg and its surrounding communities.
-
C.
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.
-
D.
Emfuleni Local Municipality
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.
-
E.
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.
- 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_69c00828906881908966f270b8f130cf |
completed | March 22, 2026, 3:18 p.m. |
| NER | Named-entity recognition | batch_69c02345004081908858867be48d3885 |
completed | March 22, 2026, 5:13 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c51892bb648190987b9626ef7ea4d9 |
completed | March 26, 2026, 11:29 a.m. |
Created at: March 22, 2026, 3:43 p.m.