Triple

T21418342
Position Surface form Disambiguated ID Type / Status
Subject Wa–Kumasi road E528364 entity
Predicate partOf P40 FINISHED
Object Ghana road network 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: 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.
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 (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.