Triple

T10125257
Position Surface form Disambiguated ID Type / Status
Subject R103 regional road E226197 entity
Predicate maintainedBy P86 FINISHED
Object Provincial authorities of KwaZulu-Natal E527837 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 authorities of KwaZulu-Natal | Statement: [R103 regional road, maintainedBy, Provincial authorities of KwaZulu-Natal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Provincial authorities of KwaZulu-Natal
Context triple: [R103 regional road, maintainedBy, Provincial authorities of KwaZulu-Natal]
  • A. provincial government of KwaZulu-Natal chosen
    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.
  • 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. 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.
  • D. Northern Cape Provincial Government
    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.
  • E. Western Cape Provincial Government
    The Western Cape Provincial Government is the executive authority responsible for governing and administering the South African province of the Western Cape.
  • 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_69ca843057b48190a86730167f5d6b98 completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cdd2ed85b4819097dfe89e044e1a90 completed April 2, 2026, 2:22 a.m.
NED1 Entity disambiguation (via context triple) batch_69d2cc5cb62081908f4725de14916c11 completed April 5, 2026, 8:55 p.m.
Created at: March 30, 2026, 9:05 p.m.