Triple
T11253968
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngbaka language |
E266389
|
entity |
| Predicate | primarySpeakers |
P18995
|
FINISHED |
| Object | Ngbaka people |
E1099934
|
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: Ngbaka people | Statement: [Ngbaka language, primarySpeakers, Ngbaka people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngbaka people Context triple: [Ngbaka language, primarySpeakers, Ngbaka people]
-
A.
Ngbaka people
chosen
The Ngbaka people are a Central African ethnic group primarily living in the Central African Republic and the Democratic Republic of the Congo, known for their farming traditions, rich oral culture, and use of the Ngbaka language.
-
B.
Nggela people
The Nggela people are an indigenous ethnic group of the Solomon Islands, primarily inhabiting the Nggela (Florida) Islands and known for their distinct Austronesian culture and traditions.
-
C.
Nyambo people
The Nyambo people are an ethnic group of the Lake Victoria region in northwestern Tanzania, closely related culturally and linguistically to neighboring Bantu groups such as the Haya.
-
D.
Warumungu people
The Warumungu people are an Aboriginal Australian group from the Northern Territory, traditionally associated with the Tennant Creek region and its surrounding sacred sites.
-
E.
Lumbu people
The Lumbu people are a Bantu ethnic group of Central Africa, primarily found in Gabon and the Republic of the Congo, known for their shared cultural and linguistic heritage with neighboring groups such as the Nzebi.
- 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_69d6aac7953c8190b82caf9d7640fdf9 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9346f4c8190b29c2cf3a29cd1d1 |
completed | April 9, 2026, 6 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd646ee860819083277b15aaf510fd |
completed | May 8, 2026, 4:19 a.m. |
Created at: April 8, 2026, 9:31 p.m.