Triple
T22940347
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ehlanzeni District Municipality |
E569708
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | northeastern Mpumalanga |
—
|
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: northeastern Mpumalanga | Statement: [Ehlanzeni District Municipality, locatedIn, northeastern Mpumalanga]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: northeastern Mpumalanga Context triple: [Ehlanzeni District Municipality, locatedIn, northeastern Mpumalanga]
-
A.
eastern Mpumalanga
chosen
Eastern Mpumalanga is a region in northeastern South Africa known for its highveld and escarpment landscapes, agriculture, and mining towns.
-
B.
Northern Limpopo
Northern Limpopo is a region in the northern part of South Africa’s Limpopo Province known for its strong Venda cultural presence, rural landscapes, and proximity to the Zimbabwean border.
-
C.
northern KwaZulu-Natal
Northern KwaZulu-Natal is a region in the northern part of South Africa’s KwaZulu-Natal province, known for its mix of industrial towns, rural communities, and rich natural and cultural heritage.
-
D.
Limpopo region
The Limpopo region is a largely rural, culturally diverse area in northern South Africa known for its rich indigenous heritage, wildlife reserves, and growing provincial capital, Polokwane.
-
E.
Bojanala region
The Bojanala region is an area in South Africa’s North West Province known for its mining activities, tourism attractions, and administrative center in the Bojanala Platinum District Municipality.
- 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_69e24590862c8190858f180ad302adab |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1813844b88190b05d3829b0c423c4 |
completed | April 29, 2026, 3:55 a.m. |
Created at: April 17, 2026, 3:45 p.m.