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.