Triple

T14050522
Position Surface form Disambiguated ID Type / Status
Subject Rumuokparali E338075 entity
Predicate hasTransportConnection P845 FINISHED
Object Road transport network of Obio-Akpor
The Road transport network of Obio-Akpor is the system of interconnected roads and routes that facilitates vehicular movement, commerce, and daily commuting within Obio-Akpor Local Government Area in Rivers State, Nigeria.
 E1076724 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: Road transport network of Obio-Akpor | Statement: [Rumuokparali, hasTransportConnection, Road transport network of Obio-Akpor]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Road transport network of Obio-Akpor
Context triple: [Rumuokparali, hasTransportConnection, Road transport network of Obio-Akpor]
  • A. Osogbo–Okuku road corridor
    The Osogbo–Okuku road corridor is a major transportation route in Osun State, Nigeria, linking key towns and facilitating regional movement and commerce.
  • B. 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.
  • C. Orlu–Owerri road
    The Orlu–Owerri road is a major roadway in Imo State, Nigeria, linking the commercial town of Orlu with the state capital, Owerri, and serving as a key route for regional trade and daily commuting.
  • D. Orlu–Onitsha road
    The Orlu–Onitsha road is a key regional highway in southeastern Nigeria that links the town of Orlu with the major commercial city of Onitsha, facilitating trade and daily travel.
  • E. Warri–Benin City Highway
    The Warri–Benin City Highway is a major roadway in southern Nigeria that connects the oil-rich city of Warri with the historic city of Benin, serving as a key route for regional transport and commerce.
  • 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: Road transport network of Obio-Akpor
Triple: [Rumuokparali, hasTransportConnection, Road transport network of Obio-Akpor]
Generated description
The Road transport network of Obio-Akpor is the system of interconnected roads and routes that facilitates vehicular movement, commerce, and daily commuting within Obio-Akpor Local Government Area in Rivers State, Nigeria.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Road transport network of Obio-Akpor
Target entity description: The Road transport network of Obio-Akpor is the system of interconnected roads and routes that facilitates vehicular movement, commerce, and daily commuting within Obio-Akpor Local Government Area in Rivers State, Nigeria.
  • A. Osogbo–Okuku road corridor
    The Osogbo–Okuku road corridor is a major transportation route in Osun State, Nigeria, linking key towns and facilitating regional movement and commerce.
  • B. 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.
  • C. Orlu–Owerri road
    The Orlu–Owerri road is a major roadway in Imo State, Nigeria, linking the commercial town of Orlu with the state capital, Owerri, and serving as a key route for regional trade and daily commuting.
  • D. Orlu–Onitsha road
    The Orlu–Onitsha road is a key regional highway in southeastern Nigeria that links the town of Orlu with the major commercial city of Onitsha, facilitating trade and daily travel.
  • E. Warri–Benin City Highway
    The Warri–Benin City Highway is a major roadway in southern Nigeria that connects the oil-rich city of Warri with the historic city of Benin, serving as a key route for regional transport and commerce.
  • F. None of above. chosen

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_69d81c664e48819088cbd8f433aeffe5 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de3c8a518081908ad030ba48b7b946 completed April 14, 2026, 1:09 p.m.
NED1 Entity disambiguation (via context triple) batch_69fbc345a4c081908f803cc53b4f8bca completed May 6, 2026, 10:40 p.m.
NEDg Description generation batch_69fc4654f96c8190a4fa6a12bdfbec33 completed May 7, 2026, 7:59 a.m.
NED2 Entity disambiguation (via description) batch_69fc4777e13c8190a705d44d20ca2ca5 completed May 7, 2026, 8:04 a.m.
Created at: April 9, 2026, 10:20 p.m.