Triple
T25284965
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Black Economic Empowerment |
E633913
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | affirmative action programme |
C8250
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: affirmative action programme Context triple: [Black Economic Empowerment, instanceOf, affirmative action programme]
-
A.
TRIO program
A TRIO program is a federally funded U.S. initiative that provides academic support, counseling, and resources to help low-income, first-generation, and disabled students access and succeed in postsecondary education.
-
B.
social welfare programme
A social welfare programme is a government- or community-organized system of benefits and services designed to support individuals and groups in meeting basic needs, reducing poverty, and improving overall well-being.
-
C.
academic diversity initiative
chosen
An academic diversity initiative is a coordinated set of policies, programs, and practices within educational institutions designed to increase the representation, inclusion, and success of individuals from historically underrepresented or marginalized groups in academic environments.
-
D.
anti-discrimination policy
An anti-discrimination policy is an organizational rule set that prohibits unfair treatment of individuals or groups based on protected characteristics and outlines procedures for prevention, reporting, and remediation of discriminatory behavior.
-
E.
merit-based financial aid program
A merit-based financial aid program is a structured system that awards financial assistance to individuals based on demonstrated achievements, such as academic performance, talents, or leadership, rather than financial need.
- F. None of above.
Provenance (1 batch)
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_69e75a9402fc81909362ca85277c06d9 |
completed | April 21, 2026, 11:08 a.m. |
Created at: April 21, 2026, 1:19 p.m.