Triple

T11230749
Position Surface form Disambiguated ID Type / Status
Subject South African National Roads Agency Limited E265812 entity
Predicate parentOrganization P254 FINISHED
Object Government of South Africa E36026 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: Government of South Africa | Statement: [South African National Roads Agency Limited, parentOrganization, Government of South Africa]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Government of South Africa
Context triple: [South African National Roads Agency Limited, parentOrganization, Government of South Africa]
  • A. Government of South Africa chosen
    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.
  • B. Cabinet of South Africa
    The Cabinet of South Africa is the national executive body composed of the President, Deputy President, and ministers responsible for directing government policy and administering state affairs.
  • C. South African authorities
    South African authorities are the governmental and administrative bodies responsible for enforcing laws, maintaining public order, and overseeing public services within South Africa.
  • D. Cabinet of the Union of South Africa
    The Cabinet of the Union of South Africa was the executive governing body of the Union, composed of ministers responsible for directing national policy and administration under the country’s parliamentary system.
  • E. Department of International Relations and Cooperation of South Africa
    The Department of International Relations and Cooperation of South Africa is the government ministry responsible for managing the country’s foreign policy, diplomatic relations, and international cooperation.
  • 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_69d6aac656d48190b275efaa7d6074ee completed April 8, 2026, 7:21 p.m.
NER Named-entity recognition batch_69d7e9026e1c81909456ac946bbba972 completed April 9, 2026, 5:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69e4cc4c630c8190a5e43c2108dfb50d completed April 19, 2026, 12:36 p.m.
Created at: April 8, 2026, 9:30 p.m.