Triple

T22064143
Position Surface form Disambiguated ID Type / Status
Subject Minister of Transport of South Africa E545224 entity
Predicate supervises P258 FINISHED
Object Cross-Border Road Transport Agency (South Africa) — NE NERFINISHED

How this triple was built (3 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: Cross-Border Road Transport Agency (South Africa) | Statement: [Minister of Transport of South Africa, supervises, Cross-Border Road Transport Agency (South Africa)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Cross-Border Road Transport Agency (South Africa)
Context triple: [Minister of Transport of South Africa, supervises, Cross-Border Road Transport Agency (South Africa)]
  • A. Department of Transport of South Africa
    The Department of Transport of South Africa is the national government ministry responsible for formulating and overseeing transport policy, regulation, and infrastructure across all transport modes in the country.
  • B. Johannesburg Roads Agency
    Johannesburg Roads Agency is a municipal entity responsible for planning, developing, and maintaining road and related infrastructure within the City of Johannesburg.
  • C. South African National Roads Agency Limited
    South African National Roads Agency Limited is a state-owned company responsible for the management, maintenance, and development of South Africa’s national road network.
  • D. Gauteng Department of Roads and Transport
    The Gauteng Department of Roads and Transport is the provincial government body responsible for planning, developing, and managing road infrastructure and public transport systems in South Africa’s Gauteng province.
  • E. Eastern Cape Department of Transport
    The Eastern Cape Department of Transport is a provincial government agency in South Africa responsible for overseeing and managing transport infrastructure, public transport services, and related regulatory functions within the Eastern Cape province.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Cross-Border Road Transport Agency (South Africa)
Target entity description: The Cross-Border Road Transport Agency (South Africa) is a statutory body responsible for regulating, facilitating, and promoting safe and efficient cross-border road transport and trade between South Africa and its neighboring countries.
  • A. Department of Transport of South Africa
    The Department of Transport of South Africa is the national government ministry responsible for formulating and overseeing transport policy, regulation, and infrastructure across all transport modes in the country.
  • B. Johannesburg Roads Agency
    Johannesburg Roads Agency is a municipal entity responsible for planning, developing, and maintaining road and related infrastructure within the City of Johannesburg.
  • C. South African National Roads Agency Limited
    South African National Roads Agency Limited is a state-owned company responsible for the management, maintenance, and development of South Africa’s national road network.
  • D. Gauteng Department of Roads and Transport
    The Gauteng Department of Roads and Transport is the provincial government body responsible for planning, developing, and managing road infrastructure and public transport systems in South Africa’s Gauteng province.
  • E. Eastern Cape Department of Transport
    The Eastern Cape Department of Transport is a provincial government agency in South Africa responsible for overseeing and managing transport infrastructure, public transport services, and related regulatory functions within the Eastern Cape province.
  • F. None of above. chosen

Provenance (2 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_69e11e344dfc81909b1d88a7221329c7 completed April 16, 2026, 5:36 p.m.
NER Named-entity recognition batch_69f12881f9e0819091b8e6d8ff6802bd completed April 28, 2026, 9:37 p.m.
Created at: April 16, 2026, 8:27 p.m.