Triple

T7845903
Position Surface form Disambiguated ID Type / Status
Subject Department of Bantu Education E181921 entity
Predicate subordinateTo P258 FINISHED
Object Ministry of Native Affairs
The Ministry of Native Affairs was a key South African government department that administered and enforced apartheid-era policies controlling the lives and rights of Black Africans.
E698575 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: Ministry of Native Affairs | Statement: [Department of Bantu Education, subordinateTo, Ministry of Native Affairs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ministry of Native Affairs
Context triple: [Department of Bantu Education, subordinateTo, Ministry of Native Affairs]
  • A. Ministry of Indigenous Affairs (Quebec)
    The Ministry of Indigenous Affairs (Quebec) is the provincial government body responsible for developing and coordinating policies, programs, and relations between the Quebec government and Indigenous peoples and communities in the province.
  • B. Office of Native American Affairs
    The Office of Native American Affairs is a department within the U.S. Conference of Catholic Bishops that focuses on pastoral care, advocacy, and support for Native American Catholic communities.
  • C. Crown-Indigenous Relations and Northern Affairs Canada
    Crown-Indigenous Relations and Northern Affairs Canada is a federal department responsible for managing the Government of Canada’s nation-to-nation, Inuit–Crown, and government-to-government relationships with Indigenous peoples and overseeing northern affairs policy and programs.
  • D. Northern Territories Affairs Administration
    The Northern Territories Affairs Administration is a Japanese government body responsible for planning and promoting policies related to the disputed Northern Territories islands.
  • E. Office of Tribal Affairs
    The Office of Tribal Affairs is a division within the Oregon Department of Human Services that focuses on government-to-government relations and coordination of services with Oregon’s nine federally recognized tribes.
  • 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: Ministry of Native Affairs
Triple: [Department of Bantu Education, subordinateTo, Ministry of Native Affairs]
Generated description
The Ministry of Native Affairs was a key South African government department that administered and enforced apartheid-era policies controlling the lives and rights of Black Africans.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ministry of Native Affairs
Target entity description: The Ministry of Native Affairs was a key South African government department that administered and enforced apartheid-era policies controlling the lives and rights of Black Africans.
  • A. Ministry of Indigenous Affairs (Quebec)
    The Ministry of Indigenous Affairs (Quebec) is the provincial government body responsible for developing and coordinating policies, programs, and relations between the Quebec government and Indigenous peoples and communities in the province.
  • B. Office of Native American Affairs
    The Office of Native American Affairs is a department within the U.S. Conference of Catholic Bishops that focuses on pastoral care, advocacy, and support for Native American Catholic communities.
  • C. Crown-Indigenous Relations and Northern Affairs Canada
    Crown-Indigenous Relations and Northern Affairs Canada is a federal department responsible for managing the Government of Canada’s nation-to-nation, Inuit–Crown, and government-to-government relationships with Indigenous peoples and overseeing northern affairs policy and programs.
  • D. Northern Territories Affairs Administration
    The Northern Territories Affairs Administration is a Japanese government body responsible for planning and promoting policies related to the disputed Northern Territories islands.
  • E. Office of Tribal Affairs
    The Office of Tribal Affairs is a division within the Oregon Department of Human Services that focuses on government-to-government relations and coordination of services with Oregon’s nine federally recognized tribes.
  • 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.