Triple
T21418332
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wa–Kumasi road |
E528364
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Southern Ghana |
—
|
NE NERFINISHED |
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: Southern Ghana | Statement: [Wa–Kumasi road, regionServed, Southern Ghana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Southern Ghana Context triple: [Wa–Kumasi road, regionServed, Southern Ghana]
-
A.
Southern Ghana
chosen
Southern Ghana is the coastal and forested southern portion of Ghana, encompassing major urban, economic, and historical centers along the Gulf of Guinea.
-
B.
south-central Ghana
South-central Ghana is a geographic area of Ghana that includes regions such as the Eastern Region and lies between the coastal south and the country’s central interior.
-
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.
Western Region of Ghana
The Western Region of Ghana is a coastal administrative area in the southwestern part of the country, known for its rich natural resources, diverse ethnic groups, and significant role in Ghana’s mining and oil industries.
-
E.
Eastern Region of Ghana
The Eastern Region of Ghana is a diverse administrative area in the south of the country known for its rich natural landscapes, including parts of Lake Volta, and significant agricultural and cultural activities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (2 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_69e0c454c248819093425d1099101c09 |
completed | April 16, 2026, 11:13 a.m. |
| NER | Named-entity recognition | batch_69ee62d29f948190b820c92014d1c53a |
completed | April 26, 2026, 7:09 p.m. |
Created at: April 16, 2026, 5:46 p.m.