Triple
T18662496
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | KwaZulu-Natal Department of Education |
E456234
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object | Public Service of South Africa |
—
|
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: Public Service of South Africa | Statement: [KwaZulu-Natal Department of Education, partOf, Public Service of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Service of South Africa Context triple: [KwaZulu-Natal Department of Education, partOf, Public Service of South Africa]
-
A.
Public Service of South Africa
chosen
The Public Service of South Africa is the national system of government departments and agencies responsible for implementing public policy and delivering services across the country’s provinces and sectors.
-
B.
South African Police Service
The South African Police Service is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing the law throughout South Africa.
-
C.
Government of South Africa
The Government of South Africa is the national executive authority of the Republic of South Africa, responsible for implementing laws, setting policy, and administering the country through its various departments and institutions.
-
D.
Chancery of Orders in the Presidency of South Africa
The Chancery of Orders in the Presidency of South Africa is the official government office responsible for managing and overseeing the country’s national orders and state honours.
-
E.
Department of Home Affairs of South Africa
The Department of Home Affairs of South Africa is the government ministry responsible for managing the country’s civic services, identity documents, immigration, and population registration.
- 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.