Triple
T6640205
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Grassfields languages |
E150566
|
entity |
| Predicate | areSpokenBy |
P2181
|
FINISHED |
| Object | Grassfields peoples of Cameroon |
E568528
|
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: Grassfields peoples of Cameroon | Statement: [Grassfields languages, areSpokenBy, Grassfields peoples of Cameroon]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Grassfields peoples of Cameroon Context triple: [Grassfields languages, areSpokenBy, Grassfields peoples of Cameroon]
-
A.
Grassfields peoples
chosen
The Grassfields peoples are a diverse group of related ethnic communities in western Cameroon known for their complex chiefdoms, rich artistic traditions, and influential cultural heritage.
-
B.
O Cameroon, Cradle of Our Forefathers
"O Cameroon, Cradle of Our Forefathers" is the national anthem of Cameroon, celebrating the country's unity, heritage, and patriotic spirit.
-
C.
Nuba peoples
The Nuba peoples are a collection of diverse ethnic groups indigenous to the Nuba Mountains region of central Sudan, known for their distinct languages, cultures, and histories of resilience amid conflict and marginalization.
-
D.
Bamileke people
The Bamileke people are a major ethnic group of Cameroon’s western highlands, known for their complex chiefdoms, rich artistic traditions, and influential role in the country’s cultural and economic life.
-
E.
Semendo people
The Semendo people are an indigenous ethnic group of South Sumatra in Indonesia, known for their agrarian traditions, distinctive kinship systems, and rich local customs.
- 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_69c687f0ceb08190bf40807bfc605fa5 |
completed | March 27, 2026, 1:36 p.m. |
| NER | Named-entity recognition | batch_69c6aff42c748190b818cf55f83647cb |
completed | March 27, 2026, 4:27 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c6cbf71874819080cc89b6740b1567 |
completed | March 27, 2026, 6:27 p.m. |
Created at: March 27, 2026, 2 p.m.