Triple
T18445812
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mafikeng |
E450653
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Bojanala District Municipality |
—
|
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: Bojanala District Municipality | Statement: [Mafikeng, locatedIn, Bojanala District Municipality]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bojanala District Municipality Context triple: [Mafikeng, locatedIn, Bojanala District Municipality]
-
A.
Bojanala Platinum District Municipality
chosen
Bojanala Platinum District Municipality is an administrative district in South Africa’s North West Province, known for its rich platinum mining activities and tourism attractions such as the Pilanesberg National Park and Sun City.
-
B.
Sekhukhune District Municipality
Sekhukhune District Municipality is a local government area in South Africa responsible for administering and coordinating municipal services in the southeastern part of Limpopo province.
-
C.
Nkangala District Municipality
Nkangala District Municipality is a local government district in South Africa’s Mpumalanga province, known for its mix of industrial towns, mining activities, and rural settlements.
-
D.
Mopani District Municipality
Mopani District Municipality is a local government area in South Africa’s Limpopo province, known for its largely rural character, agricultural activities, and proximity to parts of the Kruger National Park.
-
E.
Namakwa District Municipality
Namakwa District Municipality is a largely arid, sparsely populated district in South Africa’s Northern Cape province, known for its dramatic landscapes, seasonal wildflower displays, and small rural towns.
- 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_69d8d38345688190b565eac2e4cd7935 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e51c15127881909d23b6dd45d7ccc9 |
completed | April 19, 2026, 6:16 p.m. |
Created at: April 10, 2026, 11:30 a.m.