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.