Triple
T22193153
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Polokwane Local Municipality |
E548480
|
entity |
| Predicate | category |
P87
|
FINISHED |
| Object | Municipalities of Limpopo |
—
|
NE NERFINISHED |
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: Municipalities of Limpopo | Statement: [Polokwane Local Municipality, category, Municipalities of Limpopo]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Municipalities of Limpopo Context triple: [Polokwane Local Municipality, category, Municipalities of Limpopo]
-
A.
Limpopo provincial government
The Limpopo provincial government is the executive authority responsible for governing South Africa’s Limpopo Province, administering provincial laws, services, and development from its seat in Polokwane.
-
B.
Greater Tzaneen Local Municipality
chosen
Greater Tzaneen Local Municipality is a local government area in the Limpopo province of South Africa, centered on the town of Tzaneen and known for its extensive agricultural activities and subtropical climate.
-
C.
Lepelle-Nkumpi Local Municipality
Lepelle-Nkumpi Local Municipality is a local government area in the Limpopo province of South Africa, forming part of the Capricorn District and administering several rural and semi-urban communities.
-
D.
Musina Local Municipality
Musina Local Municipality is a local government area in South Africa’s Limpopo province, known for its border location near Zimbabwe and its role in regional mining and trade.
-
E.
Mpumalanga local government sphere
The Mpumalanga local government sphere is the provincial system of municipalities and district councils responsible for local governance and service delivery within South Africa’s Mpumalanga Province.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e11e3e0c7c8190b30d278845e2497e |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f12ae552908190b38c3d765bcfb68a |
completed | April 28, 2026, 9:47 p.m. |
Created at: April 16, 2026, 8:35 p.m.