Triple
T16751682
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yembana |
E407095
|
entity |
| Predicate | hasEthnolinguisticAssociation |
P11341
|
FINISHED |
| Object | Bulu ethnic group |
E448290
|
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: Bulu ethnic group | Statement: [Yembana, hasEthnolinguisticAssociation, Bulu ethnic group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bulu ethnic group Context triple: [Yembana, hasEthnolinguisticAssociation, Bulu ethnic group]
-
A.
Yakoma ethnic group
The Yakoma ethnic group is a Central African community primarily residing in the Central African Republic, known for its distinct cultural traditions and use of the Yakoma language.
-
B.
Bulu people
chosen
The Bulu people are a Bantu ethnic group of central and southern Cameroon known for their rich oral traditions, agriculture-based livelihoods, and cultural influence within the larger Beti-Pahuin cluster.
-
C.
Banda-Linda ethnic group
The Banda-Linda ethnic group is a Central African people, primarily in the Central African Republic, known for their distinct cultural traditions and their use of the Banda-Linda language.
-
D.
Buli people
The Buli people are an ethnic group primarily residing in Ghana, known for their distinct cultural traditions and use of the Buli language.
-
E.
Luyana people
The Luyana people are a Bantu-speaking ethnic group of southwestern Africa, primarily in western Zambia, known for their role in the historical Barotse Kingdom and rich riverine 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_69d8838ffb088190a0b11149929006bf |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e3aa271de48190b4a535408aeef734 |
completed | April 18, 2026, 3:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a00a52402848190b029cb0be31b4c74 |
completed | May 10, 2026, 3:32 p.m. |
Created at: April 10, 2026, 5:21 a.m.