Triple

T441143
Position Surface form Disambiguated ID Type / Status
Subject Zulu E10115 entity
Predicate regulatingBody P86 FINISHED
Object Pan South African Language Board
The Pan South African Language Board is a statutory body in South Africa responsible for promoting and protecting the country’s official and indigenous languages, including Zulu.
 E55711 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: Pan South African Language Board | Statement: [Zulu, regulatingBody, Pan South African Language Board]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Pan South African Language Board
Context triple: [Zulu, regulatingBody, Pan South African Language Board]
  • A. Tshivenda
    Tshivenda is a Bantu language spoken primarily by the Venda people in northern South Africa and neighboring regions.
  • B. Zulu
    Zulu is a Bantu language of the Nguni group spoken primarily in South Africa and widely influential in the country’s culture and other local languages.
  • C. Southern Ndebele
    Southern Ndebele is a Bantu language spoken primarily in South Africa, known for its distinctive click sounds and cultural association with the Ndebele people.
  • D. Northern Ndebele
    Northern Ndebele is a Bantu language of the Nguni group spoken primarily in southwestern Zimbabwe and closely related to Zulu.
  • E. South African
    South African refers to a person from South Africa, a diverse country at the southern tip of the African continent known for its complex history, multicultural society, and significant economic and political influence in the region.
  • 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: Pan South African Language Board
Triple: [Zulu, regulatingBody, Pan South African Language Board]
Generated description
The Pan South African Language Board is a statutory body in South Africa responsible for promoting and protecting the country’s official and indigenous languages, including Zulu.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Pan South African Language Board
Target entity description: The Pan South African Language Board is a statutory body in South Africa responsible for promoting and protecting the country’s official and indigenous languages, including Zulu.
  • A. Tshivenda
    Tshivenda is a Bantu language spoken primarily by the Venda people in northern South Africa and neighboring regions.
  • B. Zulu
    Zulu is a Bantu language of the Nguni group spoken primarily in South Africa and widely influential in the country’s culture and other local languages.
  • C. Southern Ndebele
    Southern Ndebele is a Bantu language spoken primarily in South Africa, known for its distinctive click sounds and cultural association with the Ndebele people.
  • D. Northern Ndebele
    Northern Ndebele is a Bantu language of the Nguni group spoken primarily in southwestern Zimbabwe and closely related to Zulu.
  • E. South African
    South African refers to a person from South Africa, a diverse country at the southern tip of the African continent known for its complex history, multicultural society, and significant economic and political influence in the region.
  • 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_69a2e8465ef481909655c681b01e2986 completed Feb. 28, 2026, 1:06 p.m.
NER Named-entity recognition batch_69a2ef2af84881909635ebbbb3465b1b completed Feb. 28, 2026, 1:35 p.m.
NED1 Entity disambiguation (via context triple) batch_69a43e71ec4c8190ac1b80c01e0e83ad completed March 1, 2026, 1:26 p.m.
NEDg Description generation batch_69a43f2a7c848190b54aa6eb8e67ddaf completed March 1, 2026, 1:29 p.m.
NED2 Entity disambiguation (via description) batch_69a43fcb0da4819088f4d491592e2a5a completed March 1, 2026, 1:31 p.m.
Created at: Feb. 28, 2026, 1:11 p.m.