Triple
T23160526
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gonja |
E578567
|
entity |
| Predicate | ethnonym |
P4709
|
FINISHED |
| Object | Ngbanya |
—
|
NE NERFINISHED |
How this triple was built (3 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: Ngbanya | Statement: [Gonja, ethnonym, Ngbanya]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ngbanya Context triple: [Gonja, ethnonym, Ngbanya]
-
A.
Ngbanyito
Ngbanyito is an alternate name for the Gonja language, a Niger-Congo language spoken primarily in northern Ghana.
-
B.
Ngaluma
Ngaluma is an Aboriginal Australian people traditionally associated with the coastal and inland regions of the Pilbara in Western Australia.
-
C.
Bengan
Bengan is a Swedish diminutive or nickname commonly used for the male given name Bengt.
-
D.
Mabayo
Mabayo is a coastal barangay in the municipality of Morong in the province of Bataan, Philippines.
-
E.
Nabaloi
Nabaloi is an Austronesian language spoken by the Ibaloi people of the northern Philippines, particularly in the Benguet region of Luzon.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ngbanya Target entity description: Ngbanya refers to the ruling dynasty and associated ethnic identity historically linked to the Gonja people of northern Ghana.
-
A.
Ngbanyito
chosen
Ngbanyito is an alternate name for the Gonja language, a Niger-Congo language spoken primarily in northern Ghana.
-
B.
Ngaluma
Ngaluma is an Aboriginal Australian people traditionally associated with the coastal and inland regions of the Pilbara in Western Australia.
-
C.
Bengan
Bengan is a Swedish diminutive or nickname commonly used for the male given name Bengt.
-
D.
Mabayo
Mabayo is a coastal barangay in the municipality of Morong in the province of Bataan, Philippines.
-
E.
Nabaloi
Nabaloi is an Austronesian language spoken by the Ibaloi people of the northern Philippines, particularly in the Benguet region of Luzon.
- F. None of above.
Provenance (2 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_69e245fc75348190a0288401044c8af8 |
completed | April 17, 2026, 2:38 p.m. |
| NER | Named-entity recognition | batch_69f18f006930819097aafef87405d737 |
completed | April 29, 2026, 4:54 a.m. |
Created at: April 17, 2026, 4:02 p.m.