Triple
T6823754
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kumasi |
E156961
|
entity |
| Predicate | countrySubdivision |
P766
|
FINISHED |
| Object | Ashanti Region |
E133743
|
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 Region | Statement: [Kumasi, countrySubdivision, Ashanti Region]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ashanti Region Context triple: [Kumasi, countrySubdivision, Ashanti Region]
-
A.
Ashanti Region
chosen
The Ashanti Region is a central area of Ghana known for its rich Ashanti cultural heritage, historic kingdoms, and major city of Kumasi.
-
B.
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.
-
C.
Northern Region of Ghana
The Northern Region of Ghana is a large administrative area in the north of the country known for its savannah landscapes, diverse ethnic groups, and cultural centers such as Tamale.
-
D.
Brong-Ahafo Region
Brong-Ahafo Region was a former administrative region in central Ghana, known for its rich agricultural resources and diverse cultural heritage.
-
E.
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.
- 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_69c688298a288190af3f285d57f76bbe |
completed | March 27, 2026, 1:37 p.m. |
| NER | Named-entity recognition | batch_69c6d580ca448190aa6d52908ca50e39 |
completed | March 27, 2026, 7:07 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c7426356a88190a36b53a46c1776e0 |
completed | March 28, 2026, 2:52 a.m. |
Created at: March 27, 2026, 2:18 p.m.