Triple
T1605182
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Population Registration Act |
E34484
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object | Bantu Education Act |
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 Act | Statement: [Population Registration Act, relatedTo, Bantu Education Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu Education Act Context triple: [Population Registration Act, relatedTo, Bantu Education Act]
-
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.
Department of Bantu Education
The Department of Bantu Education was the apartheid-era South African government body responsible for administering and enforcing racially segregated, inferior education for Black South Africans.
-
C.
Separate Amenities Act
The Separate Amenities Act was a key apartheid-era South African law that legally enforced racial segregation in public facilities and services.
-
D.
1902 Education Act
The 1902 Education Act was a landmark British law that reorganized and expanded state involvement in education by creating local education authorities and integrating voluntary (often church-run) schools into the national system.
-
E.
1961 Constitution of South Africa
The 1961 Constitution of South Africa was the founding republican charter that replaced the British monarch with a state president and redefined the country’s governance framework during the apartheid era.
- 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_69a885fea6a481909fe83ba6441f1774 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69a9096a165c8190aec1d2ae6bd10e18 |
completed | March 5, 2026, 4:41 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad58c42c6c8190b245c3434e6bbcf8 |
completed | March 8, 2026, 11:08 a.m. |
Created at: March 4, 2026, 7:28 p.m.