Triple
T11575139
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngbandi language |
E274483
|
entity |
| Predicate | hasDialect |
P4251
|
FINISHED |
| Object |
Southern Ngbandi
Southern Ngbandi is a Central Sudanic language variety spoken primarily in parts of the Central African Republic and the Democratic Republic of the Congo.
|
E274483
|
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: Southern Ngbandi | Statement: [Ngbandi language, hasDialect, Southern Ngbandi]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Ngbandi Context triple: [Ngbandi language, hasDialect, Southern Ngbandi]
-
A.
Southern Gbaya
Southern Gbaya is a subgroup of the Gbaya languages spoken in parts of Central Africa, particularly in the Central African Republic and neighboring regions.
-
B.
Ngbandi language
The Ngbandi language is a Central Sudanic language spoken primarily in the Central African Republic and the Democratic Republic of the Congo, known for being the linguistic source of the trade language Sango.
-
C.
Southern Dagaare
Southern Dagaare is a major dialect of the Dagaare language spoken primarily in parts of Ghana and neighboring West African regions.
-
D.
Northern Gbaya
Northern Gbaya is a Central African language variety within the Gbaya language group, spoken primarily in parts of the Central African Republic and neighboring regions.
-
E.
South Mbundu
South Mbundu, also known as Umbundu, is a major Bantu language spoken primarily by the Ovimbundu people in central and southern Angola.
- 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: Southern Ngbandi Triple: [Ngbandi language, hasDialect, Southern Ngbandi]
Generated description
Southern Ngbandi is a Central Sudanic language variety spoken primarily in parts of the Central African Republic and the Democratic Republic of the Congo.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Southern Ngbandi Target entity description: Southern Ngbandi is a Central Sudanic language variety spoken primarily in parts of the Central African Republic and the Democratic Republic of the Congo.
-
A.
Southern Gbaya
Southern Gbaya is a subgroup of the Gbaya languages spoken in parts of Central Africa, particularly in the Central African Republic and neighboring regions.
-
B.
Ngbandi language
chosen
The Ngbandi language is a Central Sudanic language spoken primarily in the Central African Republic and the Democratic Republic of the Congo, known for being the linguistic source of the trade language Sango.
-
C.
Southern Dagaare
Southern Dagaare is a major dialect of the Dagaare language spoken primarily in parts of Ghana and neighboring West African regions.
-
D.
Northern Gbaya
Northern Gbaya is a Central African language variety within the Gbaya language group, spoken primarily in parts of the Central African Republic and neighboring regions.
-
E.
South Mbundu
South Mbundu, also known as Umbundu, is a major Bantu language spoken primarily by the Ovimbundu people in central and southern Angola.
- F. None of above.
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_69d6aae5ac3c81908d2b0a3a665665b2 |
completed | April 8, 2026, 7:22 p.m. |
| NER | Named-entity recognition | batch_69d89048120c81908258f984711f7dd4 |
completed | April 10, 2026, 5:53 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e8a776ea40819084912ad2459c5be9 |
completed | April 22, 2026, 10:48 a.m. |
| NEDg | Description generation | batch_69e8aa378edc8190807451b1855a4502 |
completed | April 22, 2026, 11 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e8b05117988190aa029efa250053db |
completed | April 22, 2026, 11:26 a.m. |
Created at: April 8, 2026, 9:38 p.m.