Triple
T1605072
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Party |
E34482
|
entity |
| Predicate | introduced |
P513
|
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: [National Party, introduced, Bantu Education Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu Education Act Context triple: [National Party, introduced, 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.
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.
-
C.
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.
-
D.
Social Education Act of Japan
The Social Education Act of Japan is a key law that governs lifelong and community-based learning outside formal schools, promoting citizens’ cultural, social, and personal development.
-
E.
Interim Constitution of South Africa, 1993
The Interim Constitution of South Africa, 1993 was the transitional supreme law that guided South Africa’s shift from apartheid to democracy and laid the groundwork for the country’s 1996 final Constitution.
- 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_69ad51bff1cc819082208a8a77fae631 |
completed | March 8, 2026, 10:38 a.m. |
Created at: March 4, 2026, 7:28 p.m.