Triple

T11230740
Position Surface form Disambiguated ID Type / Status
Subject South African National Roads Agency Limited E265812 entity
Predicate instanceOf P0 FINISHED
Object road agency C26633 CONCEPT FINISHED

How this triple was built (1 step)

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.

CD Concept disambiguation gpt-5-mini-2025-08-07
Target class: road agency
Context triple: [South African National Roads Agency Limited, instanceOf, road agency]
  • A. road infrastructure
    Road infrastructure encompasses the physical structures, systems, and facilities—such as roads, bridges, tunnels, signage, and drainage—designed and built to support safe and efficient vehicular and pedestrian transportation.
  • B. road manager chosen
    A road manager is responsible for planning, coordinating, and overseeing the maintenance, safety, and efficient operation of road networks within a designated area.
  • C. road traffic agreement
    A road traffic agreement is a formal arrangement between parties—such as governments, municipalities, or private entities—that defines rights, responsibilities, and rules for the use, management, and regulation of road traffic within a specified area or network.
  • D. toll road operator
    A toll road operator is an entity responsible for managing, maintaining, and collecting user fees on designated roadways or bridges, often under government concession or private ownership.
  • E. toll road
    A toll road is a roadway for which drivers must pay a fee, typically at designated points or electronically, to use its infrastructure.
  • F. None of above.

Provenance (1 batch)

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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
Created at: April 8, 2026, 9:30 p.m.