Triple
T21418331
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wa–Kumasi road |
E528364
|
entity |
| Predicate | regionServed |
P82
|
FINISHED |
| Object | Northern 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: Northern Ghana | Statement: [Wa–Kumasi road, regionServed, Northern Ghana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Northern Ghana Context triple: [Wa–Kumasi road, regionServed, Northern Ghana]
-
A.
Southern Ghana
Southern Ghana is the coastal and forested southern portion of Ghana, encompassing major urban, economic, and historical centers along the Gulf of Guinea.
-
B.
Northern Region of Ghana
chosen
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.
-
C.
northwestern Ghana
Northwestern Ghana is a sparsely populated, predominantly rural region of Ghana characterized by savanna landscapes, small farming communities, and proximity to the country’s borders with Burkina Faso and Côte d’Ivoire.
-
D.
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.
-
E.
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.
- 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.