Triple

T8080498
Position Surface form Disambiguated ID Type / Status
Subject Department of Higher Education and Training E188600 entity
Predicate worksWith P398 FINISHED
Object Department of Basic Education (South Africa) E188599 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: Department of Basic Education (South Africa) | Statement: [Department of Higher Education and Training, worksWith, Department of Basic Education (South Africa)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Department of Basic Education (South Africa)
Context triple: [Department of Higher Education and Training, worksWith, Department of Basic Education (South Africa)]
  • A. Department of Basic Education chosen
    The Department of Basic Education is the South African government ministry responsible for overseeing primary and secondary schooling, curriculum development, and education policy implementation nationwide.
  • B. Gauteng Department of Education
    The Gauteng Department of Education is the provincial government body responsible for overseeing and managing public schooling and education services in South Africa’s Gauteng province.
  • C. 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.
  • D. KwaZulu-Natal Department of Education
    The KwaZulu-Natal Department of Education is the provincial government body responsible for overseeing and administering public schooling and education policy in South Africa’s KwaZulu-Natal province.
  • E. Northern Cape Department of Education
    The Northern Cape Department of Education is the provincial government body responsible for overseeing public schooling and education policy in South Africa’s Northern Cape province.
  • 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_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.
Created at: March 30, 2026, 5:28 p.m.