Triple

T3932173
Position Surface form Disambiguated ID Type / Status
Subject Ndowe people E90818 entity
Predicate neighboringEthnicGroup P11274 FINISHED
Object Bisio people
The Bisio people are a Bantu-speaking ethnic group of Central Africa, primarily found in Equatorial Guinea and neighboring regions, culturally related to other coastal groups such as the Ndowe.
E438706 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: Bisio people | Statement: [Ndowe people, neighboringEthnicGroup, Bisio people]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bisio people
Context triple: [Ndowe people, neighboringEthnicGroup, Bisio people]
  • A. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • B. Bhaca people
    The Bhaca people are a Bantu-speaking ethnic group of South Africa, culturally and linguistically related to the Zulu and Xhosa, known for their distinct traditions and historical chiefdoms in the Eastern Cape and KwaZulu-Natal regions.
  • C. Margi people
    The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
  • D. 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.
  • E. Agta people
    The Agta people are an indigenous, semi-nomadic hunter-gatherer group of the Philippines, traditionally inhabiting forested and coastal areas of Luzon.
  • 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: Bisio people
Triple: [Ndowe people, neighboringEthnicGroup, Bisio people]
Generated description
The Bisio people are a Bantu-speaking ethnic group of Central Africa, primarily found in Equatorial Guinea and neighboring regions, culturally related to other coastal groups such as the Ndowe.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bisio people
Target entity description: The Bisio people are a Bantu-speaking ethnic group of Central Africa, primarily found in Equatorial Guinea and neighboring regions, culturally related to other coastal groups such as the Ndowe.
  • A. Ngaju people
    The Ngaju people are an indigenous Dayak ethnic group of central Kalimantan, Borneo, known for their rich river-based culture, traditional longhouses, and elaborate secondary burial rituals.
  • B. Bhaca people
    The Bhaca people are a Bantu-speaking ethnic group of South Africa, culturally and linguistically related to the Zulu and Xhosa, known for their distinct traditions and historical chiefdoms in the Eastern Cape and KwaZulu-Natal regions.
  • C. Margi people
    The Margi people are an ethnic group primarily inhabiting parts of northeastern Nigeria, known for their distinct Chadic language and agrarian-based culture.
  • D. 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.
  • E. Agta people
    The Agta people are an indigenous, semi-nomadic hunter-gatherer group of the Philippines, traditionally inhabiting forested and coastal areas of Luzon.
  • 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_69aed95f26e0819094b0e71974543a19 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aeedaaf3c881909539831bf3a8bf10 completed March 9, 2026, 3:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5f59af660819083785bda45935ae4 completed March 14, 2026, 11:56 p.m.
NEDg Description generation batch_69b5f76c8ea08190a6f6c81f0c3dcea7 completed March 15, 2026, 12:03 a.m.
NED2 Entity disambiguation (via description) batch_69b5f7e313f48190afb83123e3b24926 completed March 15, 2026, 12:05 a.m.
Created at: March 9, 2026, 3:23 p.m.