Triple

T12866377
Position Surface form Disambiguated ID Type / Status
Subject Northern Cape Department of Transport, Safety and Liaison E307728 entity
Predicate worksWith P398 FINISHED
Object national Department of Transport of South Africa E862137 NE FINISHED

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: [Northern Cape Department of Transport, Safety and Liaison, worksWith, 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: [Northern Cape Department of Transport, Safety and Liaison, worksWith, 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. Western Cape Department of Transport and Public Works
    The Western Cape Department of Transport and Public Works is a provincial government department in South Africa responsible for managing and developing transport infrastructure and public works within the Western Cape.
  • E. Department of Transport
    The Department of Transport is the Irish government ministry responsible for national transport policy, infrastructure, and regulation across road, rail, air, and maritime sectors.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69d7bdf69bc48190af6c2621f28ca351 completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d9708e0b788190b72a3057e271c227 completed April 10, 2026, 9:50 p.m.
NED1 Entity disambiguation (via context triple) batch_69f69bb092b88190b159f1d79156cf86 completed May 3, 2026, 12:49 a.m.
Created at: April 9, 2026, 5:38 p.m.