Triple

T8080315
Position Surface form Disambiguated ID Type / Status
Subject National Treasury (South Africa) E188596 entity
Predicate implements P1417 FINISHED
Object Public Finance Management Act (South Africa) E633127 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: Public Finance Management Act (South Africa) | Statement: [National Treasury (South Africa), implements, Public Finance Management Act (South Africa)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Public Finance Management Act (South Africa)
Context triple: [National Treasury (South Africa), implements, Public Finance Management Act (South Africa)]
  • A. Public Finance Management Act chosen
    The Public Finance Management Act is a key South African law that governs how national and provincial government finances are managed, promoting transparency, accountability, and sound financial controls in the public sector.
  • B. Municipal Finance Management Act
    The Municipal Finance Management Act is a South African law that governs how municipalities plan, manage, and report on their financial affairs to ensure transparency, accountability, and sound fiscal management.
  • C. Public Finance Act 1989
    The Public Finance Act 1989 is a key New Zealand statute that modernised government financial management by introducing accrual accounting, greater transparency, and stricter accountability for public sector spending.
  • D. Public Finance Act of Poland
    The Public Finance Act of Poland is a key legal framework that regulates the management, accountability, and control of public funds and the State Treasury within the Polish public finance system.
  • E. Banks Act of South Africa
    The Banks Act of South Africa is the primary legislation governing the regulation, supervision, and operation of banks and the broader banking sector within South Africa.
  • 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_69ca82b662e88190b9323daab8c28a21 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb40a504d48190ace96e814d99b182 completed March 31, 2026, 3:33 a.m.
NED1 Entity disambiguation (via context triple) batch_69cc63f79ac08190af49e77bee67921d completed April 1, 2026, 12:16 a.m.
Created at: March 30, 2026, 5:28 p.m.