Triple
T18662495
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KwaZulu-Natal Department of Education |
E456234
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Government of KwaZulu-Natal |
—
|
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: Government of KwaZulu-Natal | Statement: [KwaZulu-Natal Department of Education, partOf, Government of KwaZulu-Natal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Government of KwaZulu-Natal Context triple: [KwaZulu-Natal Department of Education, partOf, Government of KwaZulu-Natal]
-
A.
provincial government of KwaZulu-Natal
chosen
The provincial government of KwaZulu-Natal is the executive authority responsible for governing South Africa’s KwaZulu-Natal province, overseeing regional legislation, administration, and public services.
-
B.
Government of the Eastern Cape
The Government of the Eastern Cape is the provincial authority responsible for governing South Africa’s Eastern Cape province, overseeing its administration, public services, and development.
-
C.
Gauteng Provincial Government
The Gauteng Provincial Government is the executive authority responsible for governing South Africa’s Gauteng province, which includes major urban centers like Johannesburg and Pretoria.
-
D.
North West Provincial Government
The North West Provincial Government is the executive authority responsible for governing South Africa’s North West province, overseeing provincial administration, service delivery, and policy implementation.
-
E.
Northern Cape Provincial Government
The Northern Cape Provincial Government is the executive authority responsible for administering and implementing laws, policies, and public services in South Africa’s Northern Cape 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_69d8d38f72b4819090a935175d9ca8af |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5508b35ec819085c1c4c2c98d6672 |
completed | April 19, 2026, 10 p.m. |
Created at: April 10, 2026, 11:48 a.m.