Triple
T14214948
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Acts of Parliament of South Africa |
E352323
|
entity |
| Predicate | notableExample |
P1503
|
FINISHED |
| Object |
Labour Relations Act, 1995
The Labour Relations Act, 1995 is a key South African law that governs labour relations, collective bargaining, and the resolution of workplace disputes to promote fair employment practices.
|
E1086146
|
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: Labour Relations Act, 1995 | Statement: [Acts of Parliament of South Africa, notableExample, Labour Relations Act, 1995]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Labour Relations Act, 1995 Context triple: [Acts of Parliament of South Africa, notableExample, Labour Relations Act, 1995]
-
A.
Employment Relations Act 2000
The Employment Relations Act 2000 is New Zealand’s primary labour law statute that sets out the legal framework for employment relationships, workers’ rights, and dispute resolution.
-
B.
Public Service Labour Relations Act
The Public Service Labour Relations Act is a Canadian federal statute that governs collective bargaining, labour relations, and dispute resolution between the government and its public service employees.
-
C.
Employment Contracts Act 1991
The Employment Contracts Act 1991 was a New Zealand statute that radically reformed labour law by replacing collective bargaining structures with a contract-based employment framework.
-
D.
Fair Work Act 2009
The Fair Work Act 2009 is Australia’s primary workplace relations law, setting out the national framework for employment conditions, rights, and obligations for employers and employees.
-
E.
Act 10 collective bargaining law
The Act 10 collective bargaining law is a controversial Wisconsin statute enacted in 2011 that sharply limited public-sector unions’ bargaining powers and benefits, becoming a defining measure of Governor Scott Walker’s tenure.
- 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: Labour Relations Act, 1995 Triple: [Acts of Parliament of South Africa, notableExample, Labour Relations Act, 1995]
Generated description
The Labour Relations Act, 1995 is a key South African law that governs labour relations, collective bargaining, and the resolution of workplace disputes to promote fair employment practices.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Labour Relations Act, 1995 Target entity description: The Labour Relations Act, 1995 is a key South African law that governs labour relations, collective bargaining, and the resolution of workplace disputes to promote fair employment practices.
-
A.
Employment Relations Act 2000
The Employment Relations Act 2000 is New Zealand’s primary labour law statute that sets out the legal framework for employment relationships, workers’ rights, and dispute resolution.
-
B.
Public Service Labour Relations Act
The Public Service Labour Relations Act is a Canadian federal statute that governs collective bargaining, labour relations, and dispute resolution between the government and its public service employees.
-
C.
Employment Contracts Act 1991
The Employment Contracts Act 1991 was a New Zealand statute that radically reformed labour law by replacing collective bargaining structures with a contract-based employment framework.
-
D.
Fair Work Act 2009
The Fair Work Act 2009 is Australia’s primary workplace relations law, setting out the national framework for employment conditions, rights, and obligations for employers and employees.
-
E.
Act 10 collective bargaining law
The Act 10 collective bargaining law is a controversial Wisconsin statute enacted in 2011 that sharply limited public-sector unions’ bargaining powers and benefits, becoming a defining measure of Governor Scott Walker’s tenure.
- 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_69d8278a06e481908b5d6af0a8afe737 |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de620f07bc81909212dcd1c91b5f95 |
completed | April 14, 2026, 3:49 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69fd1959f3d481909c15730bbd6f4748 |
completed | May 7, 2026, 10:59 p.m. |
| NEDg | Description generation | batch_69fd1a88fd948190b5d78a4ca4acdb94 |
completed | May 7, 2026, 11:04 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69fd1b2ed7748190b3f787f1b64c8831 |
completed | May 7, 2026, 11:07 p.m. |
Created at: April 10, 2026, 1:06 a.m.