Triple

T16957400
Position Surface form Disambiguated ID Type / Status
Subject Industrial Arbitration Court E411340 entity
Predicate establishedBy P104 FINISHED
Object Industrial Relations Act (Singapore)
The Industrial Relations Act (Singapore) is a key piece of labour legislation that governs collective bargaining, trade disputes, and the resolution of industrial conflicts between employers and employees in Singapore.
E1242478 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: Industrial Relations Act (Singapore) | Statement: [Industrial Arbitration Court, establishedBy, Industrial Relations Act (Singapore)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Industrial Relations Act (Singapore)
Context triple: [Industrial Arbitration Court, establishedBy, Industrial Relations Act (Singapore)]
  • A. 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.
  • B. 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.
  • C. Employment Act 1982
    The Employment Act 1982 was a major piece of UK labour legislation under Margaret Thatcher’s government that significantly restricted trade union powers and strengthened employers’ rights during industrial disputes.
  • D. Industry Training and Apprenticeships Act 1992
    The Industry Training and Apprenticeships Act 1992 was a New Zealand law that established the framework for industry-based vocational education and apprenticeship training prior to its replacement by the Education and Training Act 2020.
  • E. Employment Act 1980
    The Employment Act 1980 was a key piece of UK legislation under Margaret Thatcher’s government that restricted trade union powers and limited certain forms of industrial action.
  • 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: Industrial Relations Act (Singapore)
Triple: [Industrial Arbitration Court, establishedBy, Industrial Relations Act (Singapore)]
Generated description
The Industrial Relations Act (Singapore) is a key piece of labour legislation that governs collective bargaining, trade disputes, and the resolution of industrial conflicts between employers and employees in Singapore.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Industrial Relations Act (Singapore)
Target entity description: The Industrial Relations Act (Singapore) is a key piece of labour legislation that governs collective bargaining, trade disputes, and the resolution of industrial conflicts between employers and employees in Singapore.
  • A. 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.
  • B. 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.
  • C. Employment Act 1982
    The Employment Act 1982 was a major piece of UK labour legislation under Margaret Thatcher’s government that significantly restricted trade union powers and strengthened employers’ rights during industrial disputes.
  • D. Industry Training and Apprenticeships Act 1992
    The Industry Training and Apprenticeships Act 1992 was a New Zealand law that established the framework for industry-based vocational education and apprenticeship training prior to its replacement by the Education and Training Act 2020.
  • E. Employment Act 1980
    The Employment Act 1980 was a key piece of UK legislation under Margaret Thatcher’s government that restricted trade union powers and limited certain forms of industrial action.
  • 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_69d886c9c9d481909afe222093641cae completed April 10, 2026, 5:12 a.m.
NER Named-entity recognition batch_69e3d01d34d08190a73ce48e9988bd97 completed April 18, 2026, 6:40 p.m.
NED1 Entity disambiguation (via context triple) batch_6a00d4666f14819095fc3bcf5e459b61 completed May 10, 2026, 6:54 p.m.
NEDg Description generation batch_6a00d51835c48190b1a37de6ac25ceaa completed May 10, 2026, 6:57 p.m.
NED2 Entity disambiguation (via description) batch_6a00d59b96108190a0e55f01529a0b64 completed May 10, 2026, 6:59 p.m.
Created at: April 10, 2026, 5:31 a.m.