Triple

T5666365
Position Surface form Disambiguated ID Type / Status
Subject ǀXam people E124866 entity
Predicate relatedEthnicGroup P1969 FINISHED
Object !Kung people
The !Kung people are an Indigenous San hunter-gatherer group of the Kalahari region in southern Africa, known for their click-language, egalitarian social structure, and deep ecological knowledge.
E547237 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: !Kung people | Statement: [ǀXam people, relatedEthnicGroup, !Kung people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: !Kung people
Context triple: [ǀXam people, relatedEthnicGroup, !Kung people]
  • A. Warumungu people
    The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
  • B. 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.
  • C. 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.
  • D. Lekwungen people
    The Lekwungen people are an Indigenous Coast Salish group whose traditional territories encompass what is now Victoria and surrounding areas on southern Vancouver Island in British Columbia, Canada.
  • E. Biripi people
    The Biripi people are an Aboriginal Australian group whose traditional lands lie in the mid-north coast region of New South Wales.
  • 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: !Kung people
Triple: [ǀXam people, relatedEthnicGroup, !Kung people]
Generated description
The !Kung people are an Indigenous San hunter-gatherer group of the Kalahari region in southern Africa, known for their click-language, egalitarian social structure, and deep ecological knowledge.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: !Kung people
Target entity description: The !Kung people are an Indigenous San hunter-gatherer group of the Kalahari region in southern Africa, known for their click-language, egalitarian social structure, and deep ecological knowledge.
  • A. Warumungu people
    The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
  • B. 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.
  • C. 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.
  • D. Lekwungen people
    The Lekwungen people are an Indigenous Coast Salish group whose traditional territories encompass what is now Victoria and surrounding areas on southern Vancouver Island in British Columbia, Canada.
  • E. Biripi people
    The Biripi people are an Aboriginal Australian group whose traditional lands lie in the mid-north coast region of New South Wales.
  • 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_69c00828906881908966f270b8f130cf completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c02345004081908858867be48d3885 completed March 22, 2026, 5:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c097dbdbc081909dd228c61461c5c8 completed March 23, 2026, 1:31 a.m.
NEDg Description generation batch_69c098ba92408190b61b115540fce941 completed March 23, 2026, 1:34 a.m.
NED2 Entity disambiguation (via description) batch_69c099b4bc4481909e7cf6886e5ccbea completed March 23, 2026, 1:39 a.m.
Created at: March 22, 2026, 3:43 p.m.