Triple
T1681205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Defiance Campaign |
E36341
|
entity |
| Predicate | hasCause |
P708
|
FINISHED |
| Object |
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.
|
E190040
|
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: Bantu Authorities Act | Statement: [Defiance Campaign, hasCause, Bantu Authorities Act]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bantu Authorities Act Context triple: [Defiance Campaign, hasCause, Bantu Authorities 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.
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.
-
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.
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.
1947 Dadoo-Naicker-Xuma Pact
The 1947 Dadoo-Naicker-Xuma Pact was a landmark political agreement in South Africa that united Indian and African anti-apartheid leaders in a common front against racial segregation and discrimination.
- 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: Bantu Authorities Act Triple: [Defiance Campaign, hasCause, Bantu Authorities Act]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bantu Authorities Act Target entity description: 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.
-
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.
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.
-
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.
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.
1947 Dadoo-Naicker-Xuma Pact
The 1947 Dadoo-Naicker-Xuma Pact was a landmark political agreement in South Africa that united Indian and African anti-apartheid leaders in a common front against racial segregation and discrimination.
- 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_69a886139ed081909af0940aa9313512 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa626208088190be60eae294cea294 |
completed | March 6, 2026, 5:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad71bce0d48190ba3762fabd0bcdd6 |
completed | March 8, 2026, 12:55 p.m. |
| NEDg | Description generation | batch_69ad724651e08190a77519ad21c64b23 |
completed | March 8, 2026, 12:57 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad72c405b081909bff8bf621e9baec |
completed | March 8, 2026, 12:59 p.m. |
Created at: March 4, 2026, 7:29 p.m.