Triple
T11796497
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | West Africans |
E280517
|
entity |
| Predicate | hasSubgroup |
P747
|
FINISHED |
| Object | Bambara people |
E364373
|
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: Bambara people | Statement: [West Africans, hasSubgroup, Bambara people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bambara people Context triple: [West Africans, hasSubgroup, Bambara people]
-
A.
Bambara people
chosen
The Bambara people are a major Mande ethnic group of West Africa, primarily in Mali, known for their rich agricultural traditions, distinctive language, and influential cultural and artistic heritage.
-
B.
Mande peoples
The Mande peoples are a large and diverse group of West African ethnic communities historically known for powerful empires like Mali and for their rich traditions in trade, music, and oral history.
-
C.
Ga-Adangbe peoples
The Ga-Adangbe peoples are a West African ethnic group primarily inhabiting the coastal and southeastern regions of present-day Ghana, known for their distinct languages, rich trading history, and vibrant cultural festivals.
-
D.
Songhai people
The Songhai people are a major West African ethnic group historically centered along the Niger River, renowned for founding the powerful Songhai Empire with its capitals at Gao and Timbuktu.
-
E.
Baoulé people
The Baoulé people are a major Akan ethnic group of central Côte d’Ivoire, known for their influential role in Ivorian history, agriculture, and rich artistic traditions, including sculpture and weaving.
- 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_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_69f280fe1b2881908c32b920cdaf04df |
completed | April 29, 2026, 10:06 p.m. |
Created at: April 8, 2026, 9:42 p.m.