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.