Triple
T11796249
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Afro-Asian communities |
E280513
|
entity |
| Predicate | hasAncestry |
P909
|
FINISHED |
| Object |
African peoples
African peoples are the diverse indigenous ethnic groups of the African continent, encompassing a wide range of cultures, languages, and histories that have significantly shaped global civilization and the African diaspora.
|
E947825
|
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: African peoples | Statement: [Afro-Asian communities, hasAncestry, African peoples]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: African peoples Context triple: [Afro-Asian communities, hasAncestry, African peoples]
-
A.
West Africans
West Africans are the diverse peoples originating from the western region of the African continent, encompassing numerous ethnic groups, languages, and cultures that have significantly influenced global history and the African diaspora.
-
B.
Bantu peoples
The Bantu peoples are a large, diverse group of African ethnic communities spread across central, eastern, and southern Africa who speak related Bantu languages and share historical and cultural ties.
-
C.
San peoples
The San peoples are indigenous hunter-gatherer communities of Southern Africa, renowned for their ancient rock art, click-based languages, and deep ecological knowledge.
-
D.
Nubians
Nubians are an indigenous ethnic group of the Nile Valley, primarily inhabiting southern Egypt and northern Sudan, known for their distinct language, culture, and ancient historical heritage.
-
E.
African diaspora
The African diaspora refers to the global communities of people of African descent living outside the African continent, formed largely through historical processes such as the transatlantic slave trade, migration, and displacement.
- 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: African peoples Triple: [Afro-Asian communities, hasAncestry, African peoples]
Generated description
African peoples are the diverse indigenous ethnic groups of the African continent, encompassing a wide range of cultures, languages, and histories that have significantly shaped global civilization and the African diaspora.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: African peoples Target entity description: African peoples are the diverse indigenous ethnic groups of the African continent, encompassing a wide range of cultures, languages, and histories that have significantly shaped global civilization and the African diaspora.
-
A.
West Africans
West Africans are the diverse peoples originating from the western region of the African continent, encompassing numerous ethnic groups, languages, and cultures that have significantly influenced global history and the African diaspora.
-
B.
Bantu peoples
The Bantu peoples are a large, diverse group of African ethnic communities spread across central, eastern, and southern Africa who speak related Bantu languages and share historical and cultural ties.
-
C.
San peoples
The San peoples are indigenous hunter-gatherer communities of Southern Africa, renowned for their ancient rock art, click-based languages, and deep ecological knowledge.
-
D.
Nubians
Nubians are an indigenous ethnic group of the Nile Valley, primarily inhabiting southern Egypt and northern Sudan, known for their distinct language, culture, and ancient historical heritage.
-
E.
African diaspora
The African diaspora refers to the global communities of people of African descent living outside the African continent, formed largely through historical processes such as the transatlantic slave trade, migration, and displacement.
- 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_69d6ab258b808190b1735835c841e3a4 |
completed | April 8, 2026, 7:23 p.m. |
| NER | Named-entity recognition | batch_69d8a5a1cda0819092d66a82fd882786 |
completed | April 10, 2026, 7:24 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f131110aa081909aa0b0d532e473a5 |
completed | April 28, 2026, 10:13 p.m. |
| NEDg | Description generation | batch_69f14e879aa88190a95f13e23dd346f4 |
completed | April 29, 2026, 12:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f156fa5cc48190a43c1d2e5df346fe |
completed | April 29, 2026, 12:55 a.m. |
Created at: April 8, 2026, 9:42 p.m.