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.