Triple
T15892689
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Lunda people |
E385366
|
entity |
| Predicate | neighboringEthnicGroup |
P11274
|
FINISHED |
| Object | Bemba people |
E184650
|
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: Bemba people | Statement: [Lunda people, neighboringEthnicGroup, Bemba people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bemba people Context triple: [Lunda people, neighboringEthnicGroup, Bemba people]
-
A.
Bemba people
chosen
The Bemba people are a major Bantu ethnic group of central and northern Zambia, known for their matrilineal social structure, rich oral traditions, and historical Bemba Kingdom.
-
B.
Luba-Kasai people
The Luba-Kasai people are a Bantu ethnic group from the Kasai region of the Democratic Republic of the Congo, known for their rich cultural traditions, political history, and use of the Tshiluba language.
-
C.
Konongo people
The Konongo people are an ethnic group of Tanzania known for their distinct language and cultural traditions rooted in the Rukwa Valley region.
-
D.
Ovimbundu people
The Ovimbundu people are the largest ethnic group in Angola, traditionally agriculturalists and traders concentrated in the country’s central highlands, with a distinct culture and social organization.
-
E.
Luba-Katanga people
The Luba-Katanga people are a major Bantu ethnic group of southeastern Democratic Republic of the Congo, historically known for their powerful Luba Kingdom and rich cultural, artistic, and political 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_69d86da5b800819083a31be937d738b0 |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e1563727cc819086b5c18b655dd7f6 |
completed | April 16, 2026, 9:35 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffc3b8fe488190b9155100c647a948 |
completed | May 9, 2026, 11:31 p.m. |
Created at: April 10, 2026, 4:51 a.m.