Triple

T22908206
Position Surface form Disambiguated ID Type / Status
Subject Gauteng Department of Roads and Transport E568508 entity
Predicate collaboratesWith P37 FINISHED
Object national Department of Transport of South Africa — NE NERFINISHED

How this triple was built (2 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: national Department of Transport of South Africa | Statement: [Gauteng Department of Roads and Transport, collaboratesWith, national Department of Transport of South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: national Department of Transport of South Africa
Context triple: [Gauteng Department of Roads and Transport, collaboratesWith, national Department of Transport of South Africa]
  • A. Department of Transport of South Africa chosen
    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. Minister of Transport of South Africa
    The Minister of Transport of South Africa is the national government official responsible for overseeing the country’s transport policy, infrastructure, and regulation across road, rail, air, and maritime sectors.
  • C. 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.
  • D. 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.
  • E. Directorate General of Land Transportation
    The Directorate General of Land Transportation is an Indonesian government agency responsible for formulating and implementing national policies, regulations, and standards for road and other land-based transportation systems.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

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_69e2458cd9e48190943ad2e34485d939 completed April 17, 2026, 2:37 p.m.
NER Named-entity recognition batch_69f18071b9ec81908922d5f046f7930a completed April 29, 2026, 3:52 a.m.
Created at: April 17, 2026, 3:42 p.m.