Triple
T14858026
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Oyoko |
E349410
|
entity |
| Predicate | region |
P40
|
FINISHED |
| Object | Ahafo Region |
E951270
|
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: Ahafo Region | Statement: [Oyoko, region, Ahafo Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ahafo Region Context triple: [Oyoko, region, Ahafo Region]
-
A.
Ahafo Region
chosen
The Ahafo Region is an administrative region in central-western Ghana known for its rich forests, agricultural activities, and growing mining industry.
-
B.
Brong-Ahafo Region
Brong-Ahafo Region was a former administrative region in central Ghana, known for its rich agricultural resources and diverse cultural heritage.
-
C.
Akuapem area
The Akuapem area is a culturally significant region in southeastern Ghana, known as the homeland of the Akuapem people and a center of the Akuapem Twi dialect.
-
D.
Central Region, Ghana
Central Region, Ghana is a coastal administrative region of Ghana known for its historic forts and castles, including several UNESCO World Heritage Sites, as well as its role in the trans-Atlantic slave trade.
-
E.
North East Region of Ghana
The North East Region of Ghana is an administrative region in the northern part of the country, known for its predominantly rural communities, savannah landscapes, and Mampruli-speaking population.
- 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_69d822ed7e1881909b90fca143ad7e34 |
completed | April 9, 2026, 10:06 p.m. |
| NER | Named-entity recognition | batch_69ded44598e48190b759a05ed2d9ecaf |
completed | April 14, 2026, 11:56 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69feae005644819098937cedb53202c5 |
completed | May 9, 2026, 3:46 a.m. |
Created at: April 10, 2026, 1:54 a.m.