Triple
T11303020
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mampruli language |
E267641
|
entity |
| Predicate | associatedWith |
P37
|
FINISHED |
| Object | Mamprugu traditional area |
E576493
|
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: Mamprugu traditional area | Statement: [Mampruli language, associatedWith, Mamprugu traditional area]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Mamprugu traditional area Context triple: [Mampruli language, associatedWith, Mamprugu traditional area]
-
A.
Volta Region of Ghana
The Volta Region of Ghana is an eastern Ghanaian administrative region known for its diverse Ewe culture, lush landscapes, and attractions such as Lake Volta and the Wli Waterfalls.
-
B.
Mamprusi
chosen
The Mamprusi are a major Gur-speaking ethnic group of northern Ghana and parts of neighboring countries, known for their centralized chieftaincy system and rich traditions in agriculture, oral history, and Islam.
-
C.
Kapoeta region
Kapoeta region is an area in southeastern South Sudan inhabited largely by the Toposa people and known for its pastoralist communities and semi-arid landscape.
-
D.
Western Region (Ghana)
Western Region (Ghana) is a coastal administrative region in southwestern Ghana known for its rich natural resources, beaches, and historic forts and castles.
-
E.
Borgu region
The Borgu region is a historical area in West Africa, spanning parts of present-day Nigeria and Benin, known for its distinct Borgu kingdoms and cultural traditions.
- 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_69d6aac993a08190a6f36445ebaf9a43 |
completed | April 8, 2026, 7:21 p.m. |
| NER | Named-entity recognition | batch_69d7e9a5c3788190ba54eda514b97903 |
completed | April 9, 2026, 6:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69e50a57366081908a05fc52c5d4074c |
completed | April 19, 2026, 5:01 p.m. |
Created at: April 8, 2026, 9:32 p.m.