Triple
T11303027
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mampruli language |
E267641
|
entity |
| Predicate | neighboringLanguages |
P16383
|
FINISHED |
| Object | Frafra language |
E267639
|
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: Frafra language | Statement: [Mampruli language, neighboringLanguages, Frafra language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Frafra language Context triple: [Mampruli language, neighboringLanguages, Frafra language]
-
A.
Frafra language
chosen
Frafra is a Gur language spoken primarily in northern Ghana and southern Burkina Faso by the Frafra (Gurune) people.
-
B.
Fala language
Fala is a small Ibero-Romance language spoken in a few villages in Spain’s Extremadura region, notable for its close relation to Galician-Portuguese and its strong local identity.
-
C.
Umphai language
The Umphai language is a lesser-known Tai language spoken by an ethnic minority community in Southeast Asia, classified within the Waic branch of the Tai language family.
-
D.
Refaluwasch language
The Refaluwasch language is an Austronesian language spoken by the Carolinian people of the Northern Mariana Islands, particularly on Saipan and nearby islands.
-
E.
Warji language
Warji language is a West Chadic language spoken primarily in Bauchi State, northern Nigeria, by the Warji people.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e55639a5ec8190b979d5a280397f98 |
completed | April 19, 2026, 10:24 p.m. |
Created at: April 8, 2026, 9:32 p.m.