Triple

T11400653
Position Surface form Disambiguated ID Type / Status
Subject Pygmy peoples E270098 entity
Predicate subgroup P10 FINISHED
Object Aka people
The Aka people are a Central African Indigenous hunter-gatherer group known for their forest-based lifestyle, rich musical traditions, and egalitarian social structure.
E923725 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: Aka people | Statement: [Pygmy peoples, subgroup, Aka people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Aka people
Context triple: [Pygmy peoples, subgroup, Aka people]
  • A. Aku people
    The Aku people are a West African ethnic group primarily found in The Gambia and Sierra Leone, known for their Creole heritage blending African, European, and Caribbean influences.
  • B. Iaai people
    The Iaai people are an indigenous Kanak community of Ouvéa Island in New Caledonia, known for their distinct Oceanic culture and traditions.
  • C. Avokaya people
    The Avokaya people are an ethnic group of Central Africa, primarily living in South Sudan and the Democratic Republic of the Congo, known for their distinct cultural traditions and use of the Avokaya language.
  • D. Okiek people
    The Okiek people are an indigenous hunter-gatherer community of Kenya and Tanzania, known for their forest-based lifestyle and Southern Nilotic linguistic heritage.
  • E. Kerewe people
    The Kerewe people are a Bantu ethnic group of Tanzania known for their distinct language and cultural traditions centered around fishing and agriculture in the Lake Victoria region.
  • 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: Aka people
Triple: [Pygmy peoples, subgroup, Aka people]
Generated description
The Aka people are a Central African Indigenous hunter-gatherer group known for their forest-based lifestyle, rich musical traditions, and egalitarian social structure.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Aka people
Target entity description: The Aka people are a Central African Indigenous hunter-gatherer group known for their forest-based lifestyle, rich musical traditions, and egalitarian social structure.
  • A. Aku people
    The Aku people are a West African ethnic group primarily found in The Gambia and Sierra Leone, known for their Creole heritage blending African, European, and Caribbean influences.
  • B. Iaai people
    The Iaai people are an indigenous Kanak community of Ouvéa Island in New Caledonia, known for their distinct Oceanic culture and traditions.
  • C. Avokaya people
    The Avokaya people are an ethnic group of Central Africa, primarily living in South Sudan and the Democratic Republic of the Congo, known for their distinct cultural traditions and use of the Avokaya language.
  • D. Okiek people
    The Okiek people are an indigenous hunter-gatherer community of Kenya and Tanzania, known for their forest-based lifestyle and Southern Nilotic linguistic heritage.
  • E. Kerewe people
    The Kerewe people are a Bantu ethnic group of Tanzania known for their distinct language and cultural traditions centered around fishing and agriculture in the Lake Victoria region.
  • 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_69e58cf75ec08190a571e5178bcde274 completed April 20, 2026, 2:18 a.m.
NEDg Description generation batch_69e59777b1208190a33a50da286535ee completed April 20, 2026, 3:03 a.m.
NED2 Entity disambiguation (via description) batch_69e5a3cf9d388190944340af484b3a54 completed April 20, 2026, 3:55 a.m.
Created at: April 8, 2026, 9:34 p.m.