Triple

T7845847
Position Surface form Disambiguated ID Type / Status
Subject Pass Laws Act E181919 entity
Predicate relatedTo P37 FINISHED
Object 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.
E698573 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 Laws Amendment Acts | Statement: [Pass Laws Act, relatedTo, Bantu Laws Amendment Acts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bantu Laws Amendment Acts
Context triple: [Pass Laws Act, relatedTo, Bantu Laws Amendment Acts]
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Acts of Parliament of South Africa
    The Acts of Parliament of South Africa are the primary laws enacted by the country’s national legislature, forming the core of its statutory legal framework.
  • E. South Africa Act 1909
    The South Africa Act 1909 was a British Parliament statute that created the Union of South Africa by uniting several colonies into a single self-governing dominion with a new constitutional framework.
  • 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 Laws Amendment Acts
Triple: [Pass Laws Act, relatedTo, Bantu Laws Amendment Acts]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bantu Laws Amendment Acts
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. 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.
  • D. Acts of Parliament of South Africa
    The Acts of Parliament of South Africa are the primary laws enacted by the country’s national legislature, forming the core of its statutory legal framework.
  • E. South Africa Act 1909
    The South Africa Act 1909 was a British Parliament statute that created the Union of South Africa by uniting several colonies into a single self-governing dominion with a new constitutional framework.
  • 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_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_69cb5af27c9c8190a3e6062d323acff1 completed March 31, 2026, 5:26 a.m.
NEDg Description generation batch_69cb5def38e88190864d84abd7959aa3 completed March 31, 2026, 5:38 a.m.
NED2 Entity disambiguation (via description) batch_69cb766e41fc8190a08f07d04774053a completed March 31, 2026, 7:23 a.m.
Created at: March 30, 2026, 4:49 p.m.