Triple

T12866359
Position Surface form Disambiguated ID Type / Status
Subject Northern Cape Department of Transport, Safety and Liaison E307728 entity
Predicate partOf P40 FINISHED
Object Provincial Government of South Africa E63984 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: Provincial Government of South Africa | Statement: [Northern Cape Department of Transport, Safety and Liaison, partOf, Provincial Government of South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Provincial Government of South Africa
Context triple: [Northern Cape Department of Transport, Safety and Liaison, partOf, Provincial Government of South Africa]
  • A. Gauteng Provincial Government
    The Gauteng Provincial Government is the executive authority responsible for governing South Africa’s Gauteng province, which includes major urban centers like Johannesburg and Pretoria.
  • B. Limpopo provincial government
    The Limpopo provincial government is the executive authority responsible for governing South Africa’s Limpopo Province, administering provincial laws, services, and development from its seat in Polokwane.
  • C. Northern Cape Provincial Government chosen
    The Northern Cape Provincial Government is the executive authority responsible for administering and implementing laws, policies, and public services in South Africa’s Northern Cape province.
  • D. North West Provincial Government
    The North West Provincial Government is the executive authority responsible for governing South Africa’s North West province, overseeing provincial administration, service delivery, and policy implementation.
  • E. provincial government of KwaZulu-Natal
    The provincial government of KwaZulu-Natal is the executive authority responsible for governing South Africa’s KwaZulu-Natal province, overseeing regional legislation, administration, and public services.
  • 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.