Triple
T21418335
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wa–Kumasi road |
E528364
|
entity |
| Predicate | significance |
P428
|
FINISHED |
| Object | major transport route between northern and southern Ghana |
—
|
NE NERFINISHED |
How this triple was built (3 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: major transport route between northern and southern Ghana | Statement: [Wa–Kumasi road, significance, major transport route between northern and southern Ghana]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: major transport route between northern and southern Ghana Context triple: [Wa–Kumasi road, significance, major transport route between northern and southern Ghana]
-
A.
Accra–Cape Coast highway
The Accra–Cape Coast highway is a major roadway in southern Ghana that links the capital city Accra with the historic coastal city of Cape Coast, serving as a key corridor for travel and trade.
-
B.
Accra–Akosombo road
The Accra–Akosombo road is a major highway in Ghana that connects the capital city Accra with the town of Akosombo near the Volta River and Lake Volta.
-
C.
Niamey–Dosso–Gaya corridor
The Niamey–Dosso–Gaya corridor is a key transport route in Niger that links the capital Niamey to the south and onward to neighboring countries, facilitating regional trade and movement.
-
D.
Accra-Tema motorway
The Accra–Tema Motorway is a major dual carriageway in Ghana that serves as a key transport corridor linking the capital city Accra with the industrial and port city of Tema.
-
E.
Trans-Saharan trade routes
The Trans-Saharan trade routes were a network of caravan paths across the Sahara Desert that linked West and North Africa, facilitating the exchange of gold, salt, slaves, and other goods and fostering the rise of powerful African empires.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: major transport route between northern and southern Ghana Target entity description: The Wa–Kumasi road is a key highway in Ghana that links the northern regions with the Ashanti and southern parts of the country, supporting trade, travel, and regional integration.
-
A.
Accra–Cape Coast highway
The Accra–Cape Coast highway is a major roadway in southern Ghana that links the capital city Accra with the historic coastal city of Cape Coast, serving as a key corridor for travel and trade.
-
B.
Accra–Akosombo road
The Accra–Akosombo road is a major highway in Ghana that connects the capital city Accra with the town of Akosombo near the Volta River and Lake Volta.
-
C.
Niamey–Dosso–Gaya corridor
The Niamey–Dosso–Gaya corridor is a key transport route in Niger that links the capital Niamey to the south and onward to neighboring countries, facilitating regional trade and movement.
-
D.
Accra-Tema motorway
The Accra–Tema Motorway is a major dual carriageway in Ghana that serves as a key transport corridor linking the capital city Accra with the industrial and port city of Tema.
-
E.
Trans-Saharan trade routes
The Trans-Saharan trade routes were a network of caravan paths across the Sahara Desert that linked West and North Africa, facilitating the exchange of gold, salt, slaves, and other goods and fostering the rise of powerful African empires.
- F. None of above. chosen
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.