Triple
T8080459
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Department of Basic Education |
E188599
|
entity |
| Predicate | implements |
P1417
|
FINISHED |
| Object |
South African Schools Act
The South African Schools Act is a key piece of legislation that governs the organization, funding, and democratic management of schools in South Africa to ensure equitable access to quality education.
|
E713435
|
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: South African Schools Act | Statement: [Department of Basic Education, implements, South African Schools Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: South African Schools Act Context triple: [Department of Basic Education, implements, South African Schools Act]
-
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.
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.
Bantu Laws Amendment Acts
The Bantu Laws Amendment Acts were apartheid-era South African laws that tightened racial segregation and control over the movement and residence of Black Africans, particularly in urban areas.
-
D.
South African Constitution of 1983
The South African Constitution of 1983 was an apartheid-era charter that created a tricameral parliament excluding the Black majority and entrenched white minority rule until the early 1990s.
-
E.
Bantu Authorities Act
The Bantu Authorities Act was a cornerstone apartheid law in South Africa that entrenched racial segregation by creating separate tribal authorities and laying the groundwork for the Bantustan system.
- 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: South African Schools Act Triple: [Department of Basic Education, implements, South African Schools Act]
Generated description
The South African Schools Act is a key piece of legislation that governs the organization, funding, and democratic management of schools in South Africa to ensure equitable access to quality education.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: South African Schools Act Target entity description: The South African Schools Act is a key piece of legislation that governs the organization, funding, and democratic management of schools in South Africa to ensure equitable access to quality 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.
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.
Bantu Laws Amendment Acts
The Bantu Laws Amendment Acts were apartheid-era South African laws that tightened racial segregation and control over the movement and residence of Black Africans, particularly in urban areas.
-
D.
South African Constitution of 1983
The South African Constitution of 1983 was an apartheid-era charter that created a tricameral parliament excluding the Black majority and entrenched white minority rule until the early 1990s.
-
E.
Bantu Authorities Act
The Bantu Authorities Act was a cornerstone apartheid law in South Africa that entrenched racial segregation by creating separate tribal authorities and laying the groundwork for the Bantustan system.
- 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_69ca82b662e88190b9323daab8c28a21 |
completed | March 30, 2026, 2:03 p.m. |
| NER | Named-entity recognition | batch_69cb40a504d48190ace96e814d99b182 |
completed | March 31, 2026, 3:33 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cc93eddef48190b5f499a5b52428c8 |
completed | April 1, 2026, 3:41 a.m. |
| NEDg | Description generation | batch_69cc9557c6148190a759021b6add0a61 |
completed | April 1, 2026, 3:47 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69cc96a8bb688190a352de1798b380f1 |
completed | April 1, 2026, 3:53 a.m. |
Created at: March 30, 2026, 5:28 p.m.