Triple

T12989722
Position Surface form Disambiguated ID Type / Status
Subject Julius Berger Nigeria PLC E321870 entity
Predicate notableProject P4 FINISHED
Object Abuja–Kaduna–Zaria–Kano Road rehabilitation E294465 NE FINISHED

How this triple was built (2 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: Abuja–Kaduna–Zaria–Kano Road rehabilitation | Statement: [Julius Berger Nigeria PLC, notableProject, Abuja–Kaduna–Zaria–Kano Road rehabilitation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Abuja–Kaduna–Zaria–Kano Road rehabilitation
Context triple: [Julius Berger Nigeria PLC, notableProject, Abuja–Kaduna–Zaria–Kano Road rehabilitation]
  • A. 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.
  • B. Kaduna–Zaria highway
    The Kaduna–Zaria highway is a major intercity roadway in northern Nigeria that serves as a key transport corridor between the cities of Kaduna and Zaria.
  • C. Abuja–Lokoja highway corridor
    The Abuja–Lokoja highway corridor is a major Nigerian transport route linking the federal capital region with the southern parts of the country and serving as a key artery for passenger and freight movement.
  • D. Abuja–Kaduna expressway chosen
    The Abuja–Kaduna expressway is a major Nigerian highway linking the capital city Abuja with Kaduna, serving as a key transport corridor in the country’s north-central region.
  • E. Lagos–Ibadan Expressway corridor
    The Lagos–Ibadan Expressway corridor is a major Nigerian transportation artery linking Lagos to Ibadan and serving as a critical economic and commuter route in the southwest region.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d8076479b8819090afce3591939cdf completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97e75b9f88190a54372c2a1223a4e completed April 10, 2026, 10:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6b8f942588190b69a3067d5145182 completed May 3, 2026, 2:54 a.m.
Created at: April 9, 2026, 8:43 p.m.