Triple

T5509636
Position Surface form Disambiguated ID Type / Status
Subject Upper West Region E144529 entity
Predicate hasRoadNetworkConnection P51093 FINISHED
Object 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.
E528364 NE FINISHED

How this triple was built (5 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: Wa–Kumasi road | Statement: [Upper West Region, hasRoadNetworkConnection, Wa–Kumasi road]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Wa–Kumasi road
Context triple: [Upper West Region, hasRoadNetworkConnection, Wa–Kumasi road]
  • A. Ikorodu Road
    Ikorodu Road is a major expressway in Lagos, Nigeria, serving as a key transport artery linking the suburb of Ikorodu with the city’s central areas.
  • B. Kampala–Jinja Highway
    The Kampala–Jinja Highway is a major arterial road in Uganda that links the capital city Kampala with the eastern city of Jinja, serving as a key route for national and regional transport.
  • C. Kukum Highway
    Kukum Highway is a major roadway in Honiara, the capital city of the Solomon Islands, serving as one of its primary transport arteries.
  • D. Limuru Road
    Limuru Road is a major roadway in Nairobi, Kenya, that runs through areas such as Gigiri and connects the city to the town of Limuru and surrounding highland regions.
  • E. Abuja–Keffi–Lafia highway
    The Abuja–Keffi–Lafia highway is a major intercity roadway in central Nigeria that links the federal capital Abuja with key urban centers in Nasarawa State and beyond.
  • 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: Wa–Kumasi road
Triple: [Upper West Region, hasRoadNetworkConnection, Wa–Kumasi road]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Wa–Kumasi road
Target entity description: 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.
  • A. Ikorodu Road
    Ikorodu Road is a major expressway in Lagos, Nigeria, serving as a key transport artery linking the suburb of Ikorodu with the city’s central areas.
  • B. Kampala–Jinja Highway
    The Kampala–Jinja Highway is a major arterial road in Uganda that links the capital city Kampala with the eastern city of Jinja, serving as a key route for national and regional transport.
  • C. Kukum Highway
    Kukum Highway is a major roadway in Honiara, the capital city of the Solomon Islands, serving as one of its primary transport arteries.
  • D. Limuru Road
    Limuru Road is a major roadway in Nairobi, Kenya, that runs through areas such as Gigiri and connects the city to the town of Limuru and surrounding highland regions.
  • E. Abuja–Keffi–Lafia highway
    The Abuja–Keffi–Lafia highway is a major intercity roadway in central Nigeria that links the federal capital Abuja with key urban centers in Nasarawa State and beyond.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: hasRoadNetworkConnection
Context triple: [Upper West Region, hasRoadNetworkConnection, Wa–Kumasi road]
  • A. hasConnectingRoadNumber
    Indicates that there exists a road connection between two locations or road segments identified by a specific road number.
  • B. linkedByRoadTo
    Indicates that two locations are directly connected to each other by a road suitable for travel.
  • C. hasConnectingStreet
    Indicates that two locations are linked by a street that directly connects them.
  • D. hasRoadNetworkQuality
    Indicates the assessed level or condition of the road network associated with an entity.
  • E. hasRoadway chosen
    Indicates that one location or area is connected to another by a road or roadway infrastructure.
  • F. None of above.

Provenance (6 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_69c008f6b5048190a09064116062cf69 completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f4ba90c8190ad22e5de84c545f9 completed March 22, 2026, 4:56 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027c93a248190af0b352bb7a815b8 completed March 22, 2026, 5:32 p.m.
NEDg Description generation batch_69c033dc91e08190888fb6e94027fbdb completed March 22, 2026, 6:24 p.m.
NED2 Entity disambiguation (via description) batch_69c03460b21481908b78aa4bdc989d2c completed March 22, 2026, 6:26 p.m.
PD Predicate disambiguation batch_69c01b07bde08190b3933b96bdc70dd5 completed March 22, 2026, 4:38 p.m.
Created at: March 22, 2026, 3:33 p.m.