Triple

T2505206
Position Surface form Disambiguated ID Type / Status
Subject Khoisan peoples E52561 entity
Predicate otherName P39 FINISHED
Object Khoi-San
Khoi-San refers collectively to the indigenous Khoikhoi and San peoples of Southern Africa, known for their ancient hunter-gatherer and pastoralist cultures and distinct click languages.
E271853 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: Khoi-San | Statement: [Khoisan peoples, otherName, Khoi-San]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Khoi-San
Context triple: [Khoisan peoples, otherName, Khoi-San]
  • A. Tai peoples
    The Tai peoples are a diverse group of ethnolinguistic communities in Southeast and South Asia, including Thais, Lao, Shan, and others, who share related Tai–Kadai languages and cultural traditions.
  • B. Naga peoples
    The Naga peoples are a diverse group of indigenous ethnic communities primarily inhabiting the northeastern region of India and northwestern Myanmar, known for their distinct cultures, traditions, and languages.
  • C. Vietic peoples
    The Vietic peoples are an ethnolinguistic group of Southeast Asia speaking Vietic (a branch of the Austroasiatic) languages, including the majority Kinh of Vietnam and several smaller highland and minority communities.
  • D. Muong
    The Muong are an indigenous ethnic group of Vietnam, culturally and linguistically related to the Kinh (Vietnamese) majority but maintaining distinct traditional customs and social structures.
  • E. Siwai people
    The Siwai people are an indigenous ethnic group of southern Bougainville in Papua New Guinea, known for their horticultural traditions, complex social exchange systems, and distinctive cultural practices.
  • 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: Khoi-San
Triple: [Khoisan peoples, otherName, Khoi-San]
Generated description
Khoi-San refers collectively to the indigenous Khoikhoi and San peoples of Southern Africa, known for their ancient hunter-gatherer and pastoralist cultures and distinct click languages.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Khoi-San
Target entity description: Khoi-San refers collectively to the indigenous Khoikhoi and San peoples of Southern Africa, known for their ancient hunter-gatherer and pastoralist cultures and distinct click languages.
  • A. Tai peoples
    The Tai peoples are a diverse group of ethnolinguistic communities in Southeast and South Asia, including Thais, Lao, Shan, and others, who share related Tai–Kadai languages and cultural traditions.
  • B. Naga peoples
    The Naga peoples are a diverse group of indigenous ethnic communities primarily inhabiting the northeastern region of India and northwestern Myanmar, known for their distinct cultures, traditions, and languages.
  • C. Vietic peoples
    The Vietic peoples are an ethnolinguistic group of Southeast Asia speaking Vietic (a branch of the Austroasiatic) languages, including the majority Kinh of Vietnam and several smaller highland and minority communities.
  • D. Muong
    The Muong are an indigenous ethnic group of Vietnam, culturally and linguistically related to the Kinh (Vietnamese) majority but maintaining distinct traditional customs and social structures.
  • E. Siwai people
    The Siwai people are an indigenous ethnic group of southern Bougainville in Papua New Guinea, known for their horticultural traditions, complex social exchange systems, and distinctive cultural practices.
  • 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_69ab4957b3a88190adf968ae0c1b931c completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd1cec9f48190848b6129aa394ce4 completed March 7, 2026, 7:20 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1fa57aa4819096578a5538973ec4 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af203f7ca08190ba781891bd879192 completed March 9, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69af20cd13a88190a35bc1b74ad088ef completed March 9, 2026, 7:34 p.m.
Created at: March 6, 2026, 9:46 p.m.