Triple
T1605198
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bantu Education Act |
E34485
|
entity |
| Predicate | implementedBy |
P172
|
FINISHED |
| Object |
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.
|
E181921
|
NE FINISHED |
How this triple was built (4 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: Department of Bantu Education | Statement: [Bantu Education Act, implementedBy, Department of Bantu Education]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Department of Bantu Education Context triple: [Bantu Education Act, implementedBy, Department of Bantu Education]
-
A.
Bantu Education Act
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.
People's Commissariat for Education
The People's Commissariat for Education was the Soviet government ministry responsible for overseeing public education, culture, and enlightenment policy in the early USSR.
-
C.
Kwaluseni Campus
Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
-
D.
Ministry of Education
The Ministry of Education is a government department responsible for overseeing a country's education system, including schools, curricula, and educational policy.
-
E.
Ministry of Education
The Ministry of Education is Egypt’s governmental body responsible for overseeing and regulating the country’s pre-university education system and related policies.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Department of Bantu Education Triple: [Bantu Education Act, implementedBy, Department of Bantu Education]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Department of Bantu Education Target entity description: 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.
-
A.
Bantu Education Act
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.
People's Commissariat for Education
The People's Commissariat for Education was the Soviet government ministry responsible for overseeing public education, culture, and enlightenment policy in the early USSR.
-
C.
Kwaluseni Campus
Kwaluseni Campus is the main and largest campus of the University of Swaziland, serving as its primary academic and administrative center.
-
D.
Ministry of Education
The Ministry of Education is a government department responsible for overseeing a country's education system, including schools, curricula, and educational policy.
-
E.
Ministry of Education
The Ministry of Education is Egypt’s governmental body responsible for overseeing and regulating the country’s pre-university education system and related policies.
- F. None of above. chosen
Provenance (5 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. |
| NEDg | Description generation | batch_69ad522beb488190b5157db37eb0da8e |
completed | March 8, 2026, 10:40 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad529de3dc819081c8ad3d7aa8bef8 |
completed | March 8, 2026, 10:42 a.m. |
Created at: March 4, 2026, 7:28 p.m.