Triple
T12640304
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Zanele Mbeki |
E301875
|
entity |
| Predicate | partnerOrganization |
P629
|
FINISHED |
| Object | South African government departments |
E992753
|
NE FINISHED |
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: South African government departments | Statement: [Zanele Mbeki, partnerOrganization, South African government departments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South African government departments Context triple: [Zanele Mbeki, partnerOrganization, South African government departments]
-
A.
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.
-
B.
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.
-
C.
Department of Cooperative Governance and Traditional Affairs (South Africa)
chosen
The Department of Cooperative Governance and Traditional Affairs (South Africa) is a national government department responsible for overseeing local government, promoting cooperative governance across spheres of the state, and supporting traditional leadership institutions.
-
D.
Department of International Relations and Cooperation of South Africa
The Department of International Relations and Cooperation of South Africa is the government ministry responsible for managing the country’s foreign policy, diplomatic relations, and international cooperation.
-
E.
Deputy Ministers of South Africa
Deputy Ministers of South Africa are senior government officials who assist cabinet ministers in managing national departments and implementing government policy within the country’s executive branch.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d7bdec9f9c8190b4bac675b7588211 |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9614ae6ac8190b42acbf2b0331fda |
completed | April 10, 2026, 8:44 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f668754acc8190b5585dbd35387867 |
completed | May 2, 2026, 9:11 p.m. |
Created at: April 9, 2026, 5:16 p.m.