Triple
T21917134
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bamileke languages |
E541208
|
entity |
| Predicate | hasMember |
P10
|
FINISHED |
| Object | Ghomáláʼ language |
—
|
NE NERFINISHED |
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: Ghomáláʼ language | Statement: [Bamileke languages, hasMember, Ghomáláʼ language]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghomáláʼ language Context triple: [Bamileke languages, hasMember, Ghomáláʼ language]
-
A.
Ghomáláʼ language
chosen
Ghomáláʼ is a major Bantu language of the Grassfields region in western Cameroon, spoken primarily by the Bamiléké people and known for its rich tonal system.
-
B.
Ghomara language
The Ghomara language is a lesser-known Berber language spoken by the Ghomara people in northern Morocco.
-
C.
Halchidhoma language
The Halchidhoma language is an extinct Yuman language once spoken by the Halchidhoma people along the lower Colorado River in the southwestern United States.
-
D.
Nomlaki language
The Nomlaki language is an endangered Native American language traditionally spoken by the Nomlaki people of northern California.
-
E.
Glaro-Twabo language
The Glaro-Twabo language is a lesser-known Kru language spoken by communities in West Africa, particularly in Liberia and neighboring regions.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
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_69e0c47c4b9c8190a5586a75f5f36453 |
completed | April 16, 2026, 11:14 a.m. |
| NER | Named-entity recognition | batch_69f1233858308190a877d8015db4d380 |
completed | April 28, 2026, 9:14 p.m. |
Created at: April 16, 2026, 7:43 p.m.