Triple

T11400657
Position Surface form Disambiguated ID Type / Status
Subject Pygmy peoples E270098 entity
Predicate subgroup P10 FINISHED
Object Asua people
The Asua people are an Indigenous Central African Pygmy group traditionally known as forest-dwelling hunter-gatherers with close cultural and economic ties to neighboring farming communities.
E925192 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: Asua people | Statement: [Pygmy peoples, subgroup, Asua people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Asua people
Context triple: [Pygmy peoples, subgroup, Asua people]
  • A. Yali people
    The Yali people are an indigenous Papuan ethnic group of the central highlands of Indonesian New Guinea, known for their traditional stone-age farming practices, distinctive dress, and remote mountain settlements.
  • B. Eshira people
    The Eshira people are a Bantu-speaking ethnic group of central and southern Gabon known for their rich oral traditions, forest-based livelihoods, and historical role in regional trade.
  • C. Atoni people
    The Atoni people are an indigenous ethnic group of western Timor known for their hierarchical social structure, distinctive traditional houses (ume kbubu), and dryland farming culture.
  • D. Orma people
    The Orma people are a Cushitic-speaking pastoralist ethnic group primarily inhabiting eastern Kenya, known for their cattle herding traditions and close cultural ties to other Oromo-related communities.
  • E. Ikwerre people
    The Ikwerre people are an ethnic group native to the Niger Delta region of Rivers State in southern Nigeria, known for their distinct language, rich cultural traditions, and involvement in the politics and oil economy of the area.
  • 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: Asua people
Triple: [Pygmy peoples, subgroup, Asua people]
Generated description
The Asua people are an Indigenous Central African Pygmy group traditionally known as forest-dwelling hunter-gatherers with close cultural and economic ties to neighboring farming communities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Asua people
Target entity description: The Asua people are an Indigenous Central African Pygmy group traditionally known as forest-dwelling hunter-gatherers with close cultural and economic ties to neighboring farming communities.
  • A. Yali people
    The Yali people are an indigenous Papuan ethnic group of the central highlands of Indonesian New Guinea, known for their traditional stone-age farming practices, distinctive dress, and remote mountain settlements.
  • B. Eshira people
    The Eshira people are a Bantu-speaking ethnic group of central and southern Gabon known for their rich oral traditions, forest-based livelihoods, and historical role in regional trade.
  • C. Atoni people
    The Atoni people are an indigenous ethnic group of western Timor known for their hierarchical social structure, distinctive traditional houses (ume kbubu), and dryland farming culture.
  • D. Orma people
    The Orma people are a Cushitic-speaking pastoralist ethnic group primarily inhabiting eastern Kenya, known for their cattle herding traditions and close cultural ties to other Oromo-related communities.
  • E. Ikwerre people
    The Ikwerre people are an ethnic group native to the Niger Delta region of Rivers State in southern Nigeria, known for their distinct language, rich cultural traditions, and involvement in the politics and oil economy of the area.
  • 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_69d6aacdbc6c8190af6dc3d5f5d22836 completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d8001adc188190ae45227856156412 completed April 9, 2026, 7:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b8250c288190b5bff70f7445b815 completed April 20, 2026, 5:22 a.m.
NEDg Description generation batch_69e5c289b5ac81909bdaec61a66f6654 completed April 20, 2026, 6:07 a.m.
NED2 Entity disambiguation (via description) batch_69e5c43f4b4c8190aeae600364d2e4ac completed April 20, 2026, 6:14 a.m.
Created at: April 8, 2026, 9:34 p.m.