Triple
T12733998
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Akuapem Twi |
E304314
|
entity |
| Predicate | spokenBy |
P2181
|
FINISHED |
| Object | Akuapem people |
E613182
|
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: [Akuapem Twi, spokenBy, Akuapem people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Akuapem people Context triple: [Akuapem Twi, spokenBy, Akuapem people]
-
A.
Akuapem people
chosen
The Akuapem people are a Ghanaian ethnic group primarily inhabiting the Akuapem Hills in the Eastern Region, known for their Akan heritage, rich chieftaincy traditions, and early role in Ghana’s Christian education and missionary history.
-
B.
Akyem people
The Akyem people are a major Akan ethnic group in southeastern Ghana, known historically for their powerful states, rich gold resources, and influential role in regional politics and culture.
-
C.
Asante people
The Asante people are a major Akan ethnic group from present-day Ghana, historically known for the powerful Ashanti Empire, rich gold resources, and vibrant cultural traditions including kente cloth and elaborate festivals.
-
D.
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.
-
E.
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.
- 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_69d7bdf1426c8190a4402e1c4cdec33a |
completed | April 9, 2026, 2:55 p.m. |
| NER | Named-entity recognition | batch_69d9646902408190b29268d864833b80 |
completed | April 10, 2026, 8:58 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f684e7dec08190b522a8f3bfde6fe2 |
completed | May 2, 2026, 11:12 p.m. |
Created at: April 9, 2026, 5:26 p.m.