Triple

T12758954
Position Surface form Disambiguated ID Type / Status
Subject Khoe peoples E304937 entity
Predicate relatedGroup P37 FINISHED
Object Gǁana people
The Gǁana people are an indigenous Khoe-speaking community of southern Africa, traditionally known for their hunter-gatherer lifestyle and close cultural ties with other Khoe groups.
E1034786 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: Gǁana people | Statement: [Khoe peoples, relatedGroup, Gǁana people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gǁana people
Context triple: [Khoe peoples, relatedGroup, Gǁana people]
  • A. Gcaleka people
    The Gcaleka people are a Xhosa-speaking subgroup in South Africa known for their distinct royal lineage, cultural traditions, and historical role in the Eastern Cape region.
  • B. Tsogo people
    The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
  • C. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • D. Ngarluma people
    The Ngarluma people are an Aboriginal Australian group whose ancestral lands lie in the coastal and inland areas of Western Australia’s Pilbara, with a rich cultural heritage, language, and ongoing role in caring for their Country.
  • E. BaTlokwa people
    The BaTlokwa people are a Sotho-Tswana ethnic group of Southern Africa known for their distinct chieftaincy lineages, cultural traditions, and historical settlements in areas of present-day Botswana, South Africa, and Lesotho.
  • 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: Gǁana people
Triple: [Khoe peoples, relatedGroup, Gǁana people]
Generated description
The Gǁana people are an indigenous Khoe-speaking community of southern Africa, traditionally known for their hunter-gatherer lifestyle and close cultural ties with other Khoe groups.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gǁana people
Target entity description: The Gǁana people are an indigenous Khoe-speaking community of southern Africa, traditionally known for their hunter-gatherer lifestyle and close cultural ties with other Khoe groups.
  • A. Gcaleka people
    The Gcaleka people are a Xhosa-speaking subgroup in South Africa known for their distinct royal lineage, cultural traditions, and historical role in the Eastern Cape region.
  • B. Tsogo people
    The Tsogo people are a Bantu-speaking ethnic group of central Gabon known for their rich oral traditions, ritual practices, and forest-based livelihoods.
  • C. Nggela people
    The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
  • D. Ngarluma people
    The Ngarluma people are an Aboriginal Australian group whose ancestral lands lie in the coastal and inland areas of Western Australia’s Pilbara, with a rich cultural heritage, language, and ongoing role in caring for their Country.
  • E. BaTlokwa people
    The BaTlokwa people are a Sotho-Tswana ethnic group of Southern Africa known for their distinct chieftaincy lineages, cultural traditions, and historical settlements in areas of present-day Botswana, South Africa, and Lesotho.
  • 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_69d7bdf1fcd081909ffb0e0d6fa3a07d completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d96d8d3eb08190ae998df5cc6d9ba6 completed April 10, 2026, 9:37 p.m.
NED1 Entity disambiguation (via context triple) batch_69f71f0a5a58819082111550a65a04b9 completed May 3, 2026, 10:10 a.m.
NEDg Description generation batch_69f720861728819088bc43753d19bef8 completed May 3, 2026, 10:16 a.m.
NED2 Entity disambiguation (via description) batch_69f7212ca3f48190915d73f987ec60d2 completed May 3, 2026, 10:19 a.m.
Created at: April 9, 2026, 5:27 p.m.