Triple
T22908439
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gauteng Provincial Treasury |
E568514
|
entity |
| Predicate | usesLegalFramework |
P3013
|
FINISHED |
| Object |
Treasury Regulations of South Africa
The Treasury Regulations of South Africa are a set of legally binding rules issued under the Public Finance Management Act that govern public financial management, budgeting, and accountability across South African government institutions.
|
E1560904
|
NE FINISHED |
How this triple was built (4 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: Treasury Regulations of South Africa | Statement: [Gauteng Provincial Treasury, usesLegalFramework, Treasury Regulations of South Africa]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Treasury Regulations of South Africa Context triple: [Gauteng Provincial Treasury, usesLegalFramework, Treasury Regulations of South Africa]
-
A.
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.
-
B.
South African Reserve Bank Act
The South African Reserve Bank Act is the primary legislation that establishes the mandate, structure, and powers of South Africa’s central bank.
-
C.
Prudential Authority of the South African Reserve Bank
The Prudential Authority of the South African Reserve Bank is the statutory financial regulator responsible for overseeing the safety and soundness of banks, insurers, and other key financial institutions in South Africa.
-
D.
South African Revenue Service
The South African Revenue Service is the government agency responsible for administering the country’s tax system and customs services.
-
E.
South African national budget
The South African national budget is the government’s annual financial plan that outlines projected revenue, spending priorities, and fiscal policy for the country.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Treasury Regulations of South Africa Triple: [Gauteng Provincial Treasury, usesLegalFramework, Treasury Regulations of South Africa]
Generated description
The Treasury Regulations of South Africa are a set of legally binding rules issued under the Public Finance Management Act that govern public financial management, budgeting, and accountability across South African government institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Treasury Regulations of South Africa Target entity description: The Treasury Regulations of South Africa are a set of legally binding rules issued under the Public Finance Management Act that govern public financial management, budgeting, and accountability across South African government institutions.
-
A.
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.
-
B.
South African Reserve Bank Act
The South African Reserve Bank Act is the primary legislation that establishes the mandate, structure, and powers of South Africa’s central bank.
-
C.
Prudential Authority of the South African Reserve Bank
The Prudential Authority of the South African Reserve Bank is the statutory financial regulator responsible for overseeing the safety and soundness of banks, insurers, and other key financial institutions in South Africa.
-
D.
South African Revenue Service
The South African Revenue Service is the government agency responsible for administering the country’s tax system and customs services.
-
E.
South African national budget
The South African national budget is the government’s annual financial plan that outlines projected revenue, spending priorities, and fiscal policy for the country.
- F. None of above. chosen
Provenance (5 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_69e2458cd9e48190943ad2e34485d939 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f18072986881909eefb317ced5a145 |
completed | April 29, 2026, 3:52 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0bb9cfe238819094a5802343d0feec |
completed | May 19, 2026, 1:16 a.m. |
| NEDg | Description generation | batch_6a0bbb4c32a4819086a4bfdf25476d78 |
completed | May 19, 2026, 1:22 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0bbc2a2244819090ead891e1a866ed |
completed | May 19, 2026, 1:26 a.m. |
Created at: April 17, 2026, 3:42 p.m.