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.