Triple
T8080586
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | National Revenue Fund (South Africa) |
E188602
|
entity |
| Predicate | accountingFramework |
P55283
|
FINISHED |
| Object | Public Finance Management Act framework |
E633127
|
NE FINISHED |
How this triple was built (3 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 framework | Statement: [National Revenue Fund (South Africa), accountingFramework, Public Finance Management Act framework]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Public Finance Management Act framework Context triple: [National Revenue Fund (South Africa), accountingFramework, Public Finance Management Act framework]
-
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.
Principles of Public Finance
Principles of Public Finance is a foundational economics text that systematically analyzes government revenue, expenditure, and fiscal policy within the framework of public finance theory.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: accountingFramework Context triple: [National Revenue Fund (South Africa), accountingFramework, Public Finance Management Act framework]
-
A.
governingFramework
chosen
Indicates the overarching set of rules, principles, or standards that regulates, constrains, or guides how something operates or is carried out.
-
B.
accrualMethod
Indicates the method or basis by which something (such as interest, revenue, or benefits) is accumulated or recognized over time.
-
C.
economicFramework
Indicates the overarching system of principles, rules, and structures that organize and govern economic activities and relationships.
-
D.
frameworkFor
Indicates that one entity serves as a supporting structure, system, or basis that organizes, guides, or enables the development or functioning of another entity.
-
E.
accountingDefinedInRFC
Indicates that the accounting mechanism or specification is formally defined or described within a particular RFC (Request for Comments) document.
- F. None of above.
Provenance (4 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_69cc63fba1148190b8d0f04faa5330a1 |
completed | April 1, 2026, 12:16 a.m. |
| PD | Predicate disambiguation | batch_69cb049f1614819087360d1a4c6f0faa |
completed | March 30, 2026, 11:17 p.m. |
Created at: March 30, 2026, 5:28 p.m.