Triple

T12989730
Position Surface form Disambiguated ID Type / Status
Subject Julius Berger Nigeria PLC E321870 entity
Predicate notableProject P4 FINISHED
Object Abuja city road network (various phases)
Abuja city road network (various phases) is the evolving system of major roads, expressways, and supporting infrastructure that underpins transportation and urban development in Nigeria’s purpose-built capital city.
E978459 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: Abuja city road network (various phases) | Statement: [Julius Berger Nigeria PLC, notableProject, Abuja city road network (various phases)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Abuja city road network (various phases)
Context triple: [Julius Berger Nigeria PLC, notableProject, Abuja city road network (various phases)]
  • A. Lagos road network
    The Lagos road network is the extensive system of highways, expressways, and urban roads that connects the various districts of Lagos, Nigeria, supporting one of Africa’s busiest and most congested metropolitan areas.
  • B. Airport Road corridor, Abuja
    The Airport Road corridor in Abuja is a major transportation axis linking the city center and surrounding districts to Nnamdi Azikiwe International Airport and nearby satellite communities.
  • 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–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.
  • E. Nigerian federal highway network
    The Nigerian federal highway network is the nationwide system of major roads and expressways that connects key cities, economic hubs, and regions across Nigeria under federal government jurisdiction.
  • 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: Abuja city road network (various phases)
Triple: [Julius Berger Nigeria PLC, notableProject, Abuja city road network (various phases)]
Generated description
Abuja city road network (various phases) is the evolving system of major roads, expressways, and supporting infrastructure that underpins transportation and urban development in Nigeria’s purpose-built capital city.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Abuja city road network (various phases)
Target entity description: Abuja city road network (various phases) is the evolving system of major roads, expressways, and supporting infrastructure that underpins transportation and urban development in Nigeria’s purpose-built capital city.
  • A. Lagos road network
    The Lagos road network is the extensive system of highways, expressways, and urban roads that connects the various districts of Lagos, Nigeria, supporting one of Africa’s busiest and most congested metropolitan areas.
  • B. Airport Road corridor, Abuja chosen
    The Airport Road corridor in Abuja is a major transportation axis linking the city center and surrounding districts to Nnamdi Azikiwe International Airport and nearby satellite communities.
  • 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–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.
  • E. Nigerian federal highway network
    The Nigerian federal highway network is the nationwide system of major roads and expressways that connects key cities, economic hubs, and regions across Nigeria under federal government jurisdiction.
  • F. None of above.

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_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.
NEDg Description generation batch_69f6b9dcd5cc8190bff5bd153c007866 completed May 3, 2026, 2:58 a.m.
NED2 Entity disambiguation (via description) batch_69f6bb03d8d88190930edd0f49fec8aa completed May 3, 2026, 3:03 a.m.
Created at: April 9, 2026, 8:43 p.m.