Triple
T13707104
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Afro-French |
E328670
|
entity |
| Predicate | ethnicOrigin |
P194
|
FINISHED |
| Object | Sub-Saharan Africans |
E17120
|
NE FINISHED |
How this triple was built (2 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: Sub-Saharan Africans | Statement: [Afro-French, ethnicOrigin, Sub-Saharan Africans]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Sub-Saharan Africans Context triple: [Afro-French, ethnicOrigin, Sub-Saharan Africans]
-
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.
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.
-
C.
Sub-Saharan Africa
chosen
Sub-Saharan Africa is the geographically expansive and culturally diverse region of Africa located south of the Sahara Desert, encompassing dozens of countries with rapidly growing populations and economies.
-
D.
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.
-
E.
Guineans
Guineans are the people originating from the West African country of Guinea, characterized by diverse ethnic groups, languages, and cultural traditions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69d80770b9bc81909f70c8c317d53cff |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dcad18d48c8190a26be865c31975d6 |
completed | April 13, 2026, 8:45 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7945b63288190819621830ac1c0d6 |
completed | May 3, 2026, 6:30 p.m. |
Created at: April 9, 2026, 9:54 p.m.