Triple
T2811999
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Akan |
E54191
|
entity |
| Predicate | ethnicLanguageOf |
P11341
|
FINISHED |
| Object | Ashanti people |
E157256
|
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: Ashanti people | Statement: [Akan, ethnicLanguageOf, Ashanti people]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashanti people Context triple: [Akan, ethnicLanguageOf, Ashanti people]
-
A.
Ibibio people
The Ibibio people are one of the largest ethnic groups in southeastern Nigeria, known for their rich artistic traditions, complex religious beliefs, and influential role in the cultural and political history of the Niger Delta region.
-
B.
Ndowe people
The Ndowe people are a coastal Bantu ethnic group of Equatorial Guinea known for their fishing traditions, maritime culture, and historical interactions with European colonizers.
-
C.
Ijesa people
The Ijesa people are a subgroup of the Yoruba ethnic group in southwestern Nigeria, known for their rich cultural heritage, distinct dialect, and historical kingdom centered around Ilesa.
-
D.
Fante people
chosen
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.
Yoruba people
The Yoruba people are a major ethnic group of West Africa known for their rich cultural heritage, complex religious and philosophical traditions, and influential art, music, and political history, particularly in present-day Nigeria and neighboring countries.
- 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_69b261cda3ac8190b8770e554a66f560 |
completed | March 12, 2026, 6:48 a.m. |
Created at: March 6, 2026, 9:59 p.m.