Triple

T2505250
Position Surface form Disambiguated ID Type / Status
Subject Khoe languages E52562 entity
Predicate spokenBy P2181 FINISHED
Object Khoe peoples
Khoe peoples are indigenous ethnic groups of southern Africa known for their distinct cultural traditions and historical pastoralist lifestyles.
 E304937 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: Khoe peoples | Statement: [Khoe languages, spokenBy, Khoe peoples]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Khoe peoples
Context triple: [Khoe languages, spokenBy, Khoe peoples]
  • A. Kho people
    The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural traditions.
  • B. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • C. 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.
  • D. Seediq people
    The Seediq people are an Indigenous Taiwanese ethnic group known for their distinct language, culture, and history of resistance to Japanese colonial rule, most notably in the 1930 Wushe Incident.
  • E. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • 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: Khoe peoples
Triple: [Khoe languages, spokenBy, Khoe peoples]
Generated description
Khoe peoples are indigenous ethnic groups of southern Africa known for their distinct cultural traditions and historical pastoralist lifestyles.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Khoe peoples
Target entity description: Khoe peoples are indigenous ethnic groups of southern Africa known for their distinct cultural traditions and historical pastoralist lifestyles.
  • A. Kho people
    The Kho people are an Indo-Aryan ethnic group native to the mountainous Chitral region of northern Pakistan, known for their distinct Khowar language and rich cultural traditions.
  • B. Kunama people
    The Kunama people are an indigenous ethnic group of the Horn of Africa, known for their distinct Nilo-Saharan language and traditional agro-pastoral lifestyle.
  • C. 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.
  • D. Seediq people
    The Seediq people are an Indigenous Taiwanese ethnic group known for their distinct language, culture, and history of resistance to Japanese colonial rule, most notably in the 1930 Wushe Incident.
  • E. Dimasa people
    The Dimasa people are an indigenous Tibeto-Burman ethnic community of Northeast India, primarily associated with Assam and known for their distinct language, culture, and historical Dimasa kingdom.
  • 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_69b01d1c73d88190b4e871b9876e1a52 completed March 10, 2026, 1:31 p.m.
NEDg Description generation batch_69b0212016f881909e7ce8726680f40f completed March 10, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69b022213c6c81909549e5c46991f4a9 completed March 10, 2026, 1:52 p.m.
Created at: March 6, 2026, 9:46 p.m.