Triple
T2812001
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Akan |
E54191
|
entity |
| Predicate | ethnicLanguageOf |
P11341
|
FINISHED |
| Object | Akuapem people |
E69997
|
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: Akuapem people | Statement: [Akan, ethnicLanguageOf, Akuapem people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akuapem people Context triple: [Akan, ethnicLanguageOf, Akuapem people]
-
A.
Fante people
The Fante people are a major Akan ethnic group from Ghana’s coastal region, known for their historic trading states, rich cultural traditions, and significant influence in Ghanaian politics and education.
-
B.
Dangme people
The Dangme people are an ethnic group primarily found in southeastern Ghana, closely related culturally and linguistically to the Ga and known for their traditional festivals, coastal and riverine settlements, and patrilineal social structures.
-
C.
Akan people
chosen
The Akan people are a major ethnolinguistic group of West Africa, primarily in present-day Ghana and Côte d’Ivoire, known for their rich cultural traditions, matrilineal social structure, and influential historical kingdoms such as the Ashanti.
-
D.
Banjima people
The Banjima people are an Aboriginal Australian group whose ancestral lands lie in the inland Pilbara region of Western Australia, with a distinct language, culture, and deep connection to Country.
-
E.
Urhobo people
The Urhobo people are a major ethnic group in southern Nigeria, primarily inhabiting Delta State, known for their rich cultural traditions, language, and involvement in the oil-producing Niger Delta region.
- 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_69ab49de0af08190b3da69683be1e728 |
completed | March 6, 2026, 9:40 p.m. |
| NER | Named-entity recognition | batch_69abde354a5881908cd3d545f7dda81c |
completed | March 7, 2026, 8:13 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b01d64629481909da4c7b4f6c96c44 |
completed | March 10, 2026, 1:32 p.m. |
Created at: March 6, 2026, 9:59 p.m.