Triple

T7845913
Position Surface form Disambiguated ID Type / Status
Subject Department of Bantu Education E181921 entity
Predicate legalBasis P125 FINISHED
Object Bantu Education Act, 1953 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, 1953 | Statement: [Department of Bantu Education, legalBasis, Bantu Education Act, 1953]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bantu Education Act, 1953
Context triple: [Department of Bantu Education, legalBasis, Bantu Education Act, 1953]
  • 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. 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.
  • C. 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.
  • D. 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.
  • E. 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.
  • 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_69ca8285d6488190a95d4c02d7354b53 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb163f5da08190b7340ef4cc01cd19 completed March 31, 2026, 12:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbdf1834b08190ab9fd79387e496a7 completed March 31, 2026, 2:50 p.m.
Created at: March 30, 2026, 4:49 p.m.