Triple

T18662496
Position Surface form Disambiguated ID Type / Status
Subject KwaZulu-Natal Department of Education E456234 entity
Predicate partOf P40 FINISHED
Object Public Service 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: Public Service of South Africa | Statement: [KwaZulu-Natal Department of Education, partOf, Public Service of South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Service of South Africa
Context triple: [KwaZulu-Natal Department of Education, partOf, Public Service of South Africa]
  • A. Public Service of South Africa chosen
    The Public Service of South Africa is the national system of government departments and agencies responsible for implementing public policy and delivering services across the country’s provinces and sectors.
  • B. South African Police Service
    The South African Police Service is the national law enforcement agency responsible for maintaining public order, preventing and investigating crime, and enforcing the law throughout South Africa.
  • C. Government of South Africa
    The Government of South Africa is the national executive authority of the Republic of South Africa, responsible for implementing laws, setting policy, and administering the country through its various departments and institutions.
  • D. Chancery of Orders in the Presidency of South Africa
    The Chancery of Orders in the Presidency of South Africa is the official government office responsible for managing and overseeing the country’s national orders and state honours.
  • E. Department of Home Affairs of South Africa
    The Department of Home Affairs of South Africa is the government ministry responsible for managing the country’s civic services, identity documents, immigration, and population registration.
  • 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_69d8d38f72b4819090a935175d9ca8af completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e5508b35ec819085c1c4c2c98d6672 completed April 19, 2026, 10 p.m.
Created at: April 10, 2026, 11:48 a.m.