Triple
T10652659
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | South African politics |
E251009
|
entity |
| Predicate | keyIdeologicalIssue |
P25878
|
FINISHED |
| Object | Black Economic Empowerment |
E633913
|
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: Black Economic Empowerment | Statement: [South African politics, keyIdeologicalIssue, Black Economic Empowerment]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Black Economic Empowerment Context triple: [South African politics, keyIdeologicalIssue, Black Economic Empowerment]
-
A.
black economic empowerment
chosen
Black economic empowerment is a South African government-driven policy framework aimed at redressing the inequalities of apartheid by increasing the participation and ownership of black people in the country’s economy.
-
B.
South African national budget
The South African national budget is the government’s annual financial plan that outlines projected revenue, spending priorities, and fiscal policy for the country.
-
C.
African business awards
African business awards are honors that recognize and celebrate outstanding achievements, leadership, and impact in the African business and economic landscape.
-
D.
Bantustan system
The Bantustan system was a network of nominally self-governing, ethnically defined territories used by apartheid-era South Africa to segregate Black Africans and deny them full citizenship rights.
-
E.
Sector Education and Training Authorities in South Africa
Sector Education and Training Authorities in South Africa are statutory bodies that coordinate skills development and vocational training within specific economic sectors to improve workforce competence and support national development goals.
- 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_69d6aa5a4c4881908f39be6efe5981e5 |
completed | April 8, 2026, 7:19 p.m. |
| NER | Named-entity recognition | batch_69d6f31b72d081908ec8029cd9f6d814 |
completed | April 9, 2026, 12:30 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69d97a71fac48190a6d7c99ebc5aad0a |
completed | April 10, 2026, 10:32 p.m. |
Created at: April 8, 2026, 9:06 p.m.