Triple
T715453
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hendrik Verwoerd |
E14302
|
entity |
| Predicate | policyImplemented |
P172
|
FINISHED |
| Object | Bantu Education policy |
E34485
|
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: Bantu Education policy | Statement: [Hendrik Verwoerd, policyImplemented, Bantu Education policy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu Education policy Context triple: [Hendrik Verwoerd, policyImplemented, Bantu Education policy]
-
A.
Bantu Education Act
chosen
The Bantu Education Act was an apartheid-era South African law that created a racially segregated, inferior education system for Black South Africans to reinforce white minority rule.
-
B.
Xhosa polities
Xhosa polities were a group of related, chiefly-led African societies in southeastern South Africa, known for their complex social structures, shared Xhosa language and culture, and resistance to colonial expansion.
-
C.
Freedom Schools
Freedom Schools were alternative, grassroots educational programs established during the U.S. civil rights movement to empower African American students with academic skills, political awareness, and tools for social change.
-
D.
Pan South African Language Board
The Pan South African Language Board is a statutory body in South Africa responsible for promoting and protecting the country’s official and indigenous languages, including Zulu.
-
E.
Africa University
Africa University is a private, pan-African United Methodist-related institution of higher learning located near Mutare in eastern Zimbabwe.
- 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_69a4934a36e081909e7abef98b898a4e |
completed | March 1, 2026, 7:28 p.m. |
| NER | Named-entity recognition | batch_69a4aa9a1dcc81908bdb7b960765fde5 |
completed | March 1, 2026, 9:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a5dcb5578c8190b5380f1994fdb4d2 |
completed | March 2, 2026, 6:53 p.m. |
Created at: March 1, 2026, 7:37 p.m.