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.