Triple
T21418342
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Wa–Kumasi road |
E528364
|
entity |
| Predicate | partOf |
P40
|
FINISHED |
| Object |
Ghana road network
The Ghana road network is the nationwide system of highways, trunk roads, and feeder roads that connects major cities, towns, and rural areas across Ghana, supporting transportation, trade, and economic activity.
|
E1483803
|
NE FINISHED |
How this triple was built (4 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: Ghana road network | Statement: [Wa–Kumasi road, partOf, Ghana road network]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Ghana road network Context triple: [Wa–Kumasi road, partOf, Ghana road network]
-
A.
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.
-
B.
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.
-
C.
Wa–Kumasi road
The Wa–Kumasi road is a major transport route in Ghana that links the northern town of Wa with the southern city of Kumasi, facilitating regional trade and travel.
-
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.
Niger national road network
The Niger national road network is the system of major highways and routes that connect the capital Niamey with other regions and neighboring countries, facilitating transport and trade across Niger.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Ghana road network Triple: [Wa–Kumasi road, partOf, Ghana road network]
Generated description
The Ghana road network is the nationwide system of highways, trunk roads, and feeder roads that connects major cities, towns, and rural areas across Ghana, supporting transportation, trade, and economic activity.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Ghana road network Target entity description: The Ghana road network is the nationwide system of highways, trunk roads, and feeder roads that connects major cities, towns, and rural areas across Ghana, supporting transportation, trade, and economic activity.
-
A.
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.
-
B.
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.
-
C.
Wa–Kumasi road
The Wa–Kumasi road is a major transport route in Ghana that links the northern town of Wa with the southern city of Kumasi, facilitating regional trade and travel.
-
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.
Niger national road network
The Niger national road network is the system of major highways and routes that connect the capital Niamey with other regions and neighboring countries, facilitating transport and trade across Niger.
- F. None of above. chosen
Provenance (5 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. |
| NED1 | Entity disambiguation (via context triple) | batch_6a09c2a06c0c81909da8bb39a78df85e |
completed | May 17, 2026, 1:29 p.m. |
| NEDg | Description generation | batch_6a09c33c37e88190b559bbf98e589487 |
completed | May 17, 2026, 1:31 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a09c3c6a208819096b2e4a2c92b3cb0 |
completed | May 17, 2026, 1:33 p.m. |
Created at: April 16, 2026, 5:46 p.m.