Triple

T11400655
Position Surface form Disambiguated ID Type / Status
Subject Pygmy peoples E270098 entity
Predicate subgroup P10 FINISHED
Object Twa people
The Twa people are an Indigenous Central African ethnic group traditionally known as forest-dwelling hunter-gatherers and among the earliest inhabitants of the Great Lakes and Congo Basin regions.
E923726 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: Twa people | Statement: [Pygmy peoples, subgroup, Twa people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Twa people
Context triple: [Pygmy peoples, subgroup, Twa people]
  • A. Manyika people
    The Manyika people are a Shona-speaking ethnic group known for their distinct language variety and cultural traditions in eastern Zimbabwe and adjacent parts of Mozambique.
  • B. Duala people
    The Duala people are a coastal ethnic group of Cameroon known historically as influential traders and intermediaries between European merchants and inland African communities.
  • C. Wanzi people
    The Wanzi people are a Central African ethnic subgroup of the Nzebi, sharing related Bantu language and cultural traditions.
  • D. Wemale people
    The Wemale people are an indigenous ethnic group of western Seram Island in Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich ritual and oral traditions.
  • E. Gane people
    The Gane people are an indigenous ethnic group of Indonesia’s North Maluku region, known for their distinct Austronesian language and traditional coastal and agricultural livelihoods.
  • 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: Twa people
Triple: [Pygmy peoples, subgroup, Twa people]
Generated description
The Twa people are an Indigenous Central African ethnic group traditionally known as forest-dwelling hunter-gatherers and among the earliest inhabitants of the Great Lakes and Congo Basin regions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Twa people
Target entity description: The Twa people are an Indigenous Central African ethnic group traditionally known as forest-dwelling hunter-gatherers and among the earliest inhabitants of the Great Lakes and Congo Basin regions.
  • A. Manyika people
    The Manyika people are a Shona-speaking ethnic group known for their distinct language variety and cultural traditions in eastern Zimbabwe and adjacent parts of Mozambique.
  • B. Duala people
    The Duala people are a coastal ethnic group of Cameroon known historically as influential traders and intermediaries between European merchants and inland African communities.
  • C. Wanzi people
    The Wanzi people are a Central African ethnic subgroup of the Nzebi, sharing related Bantu language and cultural traditions.
  • D. Wemale people
    The Wemale people are an indigenous ethnic group of western Seram Island in Indonesia, known for their distinct Austronesian language, traditional agriculture, and rich ritual and oral traditions.
  • E. Gane people
    The Gane people are an indigenous ethnic group of Indonesia’s North Maluku region, known for their distinct Austronesian language and traditional coastal and agricultural livelihoods.
  • 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.