Triple
T11253960
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngbaka language |
E266389
|
entity |
| Predicate | hasDialects |
P4251
|
FINISHED |
| Object |
Ngbaka Gbaya
Ngbaka Gbaya is a dialect of the Ngbaka language spoken by the Ngbaka Gbaya people in parts of Central Africa.
|
E914520
|
NE FINISHED |
How this triple was built (4 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 Gbaya | Statement: [Ngbaka language, hasDialects, Ngbaka Gbaya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngbaka Gbaya Context triple: [Ngbaka language, hasDialects, Ngbaka Gbaya]
-
A.
Gbona
"Gbona" is a popular Afro-fusion song by Nigerian artist Burna Boy, known for its laid-back groove, Yoruba-infused lyrics, and celebration of African resilience and warmth.
-
B.
Ogba
Ogba is a bustling mixed-use neighborhood in Lagos, Nigeria, known for its residential estates, markets, and small-to-medium-scale businesses.
-
C.
Mbanza-Ngungu
Mbanza-Ngungu is a town in western Democratic Republic of the Congo known as a regional commercial center and for its nearby Thysville Caves.
-
D.
Lubemba
Lubemba is the traditional kingdom and cultural heartland of the Bemba people in what is now northern Zambia.
-
E.
Njuká
Njuká is an alternative name for the Ndyuka language, a creole spoken primarily by the Ndyuka Maroon community in Suriname and French Guiana.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ngbaka Gbaya Triple: [Ngbaka language, hasDialects, Ngbaka Gbaya]
Generated description
Ngbaka Gbaya is a dialect of the Ngbaka language spoken by the Ngbaka Gbaya people in parts of Central Africa.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngbaka Gbaya Target entity description: Ngbaka Gbaya is a dialect of the Ngbaka language spoken by the Ngbaka Gbaya people in parts of Central Africa.
-
A.
Gbona
"Gbona" is a popular Afro-fusion song by Nigerian artist Burna Boy, known for its laid-back groove, Yoruba-infused lyrics, and celebration of African resilience and warmth.
-
B.
Ogba
Ogba is a bustling mixed-use neighborhood in Lagos, Nigeria, known for its residential estates, markets, and small-to-medium-scale businesses.
-
C.
Mbanza-Ngungu
Mbanza-Ngungu is a town in western Democratic Republic of the Congo known as a regional commercial center and for its nearby Thysville Caves.
-
D.
Lubemba
Lubemba is the traditional kingdom and cultural heartland of the Bemba people in what is now northern Zambia.
-
E.
Njuká
Njuká is an alternative name for the Ndyuka language, a creole spoken primarily by the Ndyuka Maroon community in Suriname and French Guiana.
- F. None of above. chosen
Provenance (5 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_69e4cc941d34819099ae30713bdd03e5 |
completed | April 19, 2026, 12:37 p.m. |
| NEDg | Description generation | batch_69e4d9ec9964819084bd7118e49c41a2 |
completed | April 19, 2026, 1:34 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e4ddab4ef48190ab7f371da765c6c0 |
completed | April 19, 2026, 1:50 p.m. |
Created at: April 8, 2026, 9:31 p.m.