Triple
T11575170
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ngbandi language |
E274483
|
entity |
| Predicate | hasDerivedVariety |
P2074
|
FINISHED |
| Object |
Bangala (Ngbandi-based trade language)
Bangala is a Central African trade language that developed from Ngbandi and serves as a lingua franca in parts of the Democratic Republic of the Congo and surrounding regions.
|
E934385
|
NE FINISHED |
How this triple was built (5 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: Bangala (Ngbandi-based trade language) | Statement: [Ngbandi language, hasDerivedVariety, Bangala (Ngbandi-based trade language)]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bangala (Ngbandi-based trade language) Context triple: [Ngbandi language, hasDerivedVariety, Bangala (Ngbandi-based trade language)]
-
A.
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.
-
B.
Banda-Ndélé language
The Banda-Ndélé language is a Central Sudanic language spoken by the Banda people, primarily in the Central African Republic.
-
C.
Bongo language
The Bongo language is a Central Sudanic language spoken by the Bongo people of South Sudan.
-
D.
Gbaya-Bossangoa language
The Gbaya-Bossangoa language is a Gbaya language spoken primarily in the Central African Republic by the Gbaya people around the town of Bossangoa.
-
E.
Banda-Gbi language
The Banda-Gbi language is a Central Sudanic language spoken by the Banda people of the Central African Republic and surrounding regions.
- 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: Bangala (Ngbandi-based trade language) Triple: [Ngbandi language, hasDerivedVariety, Bangala (Ngbandi-based trade language)]
Generated description
Bangala is a Central African trade language that developed from Ngbandi and serves as a lingua franca in parts of the Democratic Republic of the Congo and surrounding regions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bangala (Ngbandi-based trade language) Target entity description: Bangala is a Central African trade language that developed from Ngbandi and serves as a lingua franca in parts of the Democratic Republic of the Congo and surrounding regions.
-
A.
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.
-
B.
Banda-Ndélé language
The Banda-Ndélé language is a Central Sudanic language spoken by the Banda people, primarily in the Central African Republic.
-
C.
Bongo language
The Bongo language is a Central Sudanic language spoken by the Bongo people of South Sudan.
-
D.
Gbaya-Bossangoa language
The Gbaya-Bossangoa language is a Gbaya language spoken primarily in the Central African Republic by the Gbaya people around the town of Bossangoa.
-
E.
Banda-Gbi language
The Banda-Gbi language is a Central Sudanic language spoken by the Banda people of the Central African Republic and surrounding regions.
- F. None of above. chosen
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: hasDerivedVariety Context triple: [Ngbandi language, hasDerivedVariety, Bangala (Ngbandi-based trade language)]
-
A.
isRecognizedAsVarietyOf
Indicates that one entity is acknowledged or classified as a specific variety or subtype of another entity.
-
B.
hasNeighboringVariety
Indicates that one variety is geographically or spatially adjacent to another variety.
-
C.
parentVariety
chosen
Indicates that one variety is the direct parent or source variety from which another variety is derived or developed.
-
D.
isInlandVarietyOf
Indicates that one entity is a variety or subtype of another that occurs specifically in inland (non-coastal) areas.
-
E.
hasVarietyWithinBreed
Indicates that within a given breed, there exist distinct varieties or subtypes that are recognized as variations of that same breed.
- F. None of above.
Provenance (6 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_69e713e49f508190b9bad316d68eab42 |
completed | April 21, 2026, 6:06 a.m. |
| NEDg | Description generation | batch_69e720f9a8588190aa766d2e1628207a |
completed | April 21, 2026, 7:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69e72315dda08190996aa84587c5fc80 |
completed | April 21, 2026, 7:11 a.m. |
| PD | Predicate disambiguation | batch_69d85dcbacd0819094d4a1237055affa |
completed | April 10, 2026, 2:17 a.m. |
Created at: April 8, 2026, 9:38 p.m.