Triple

T6893602
Position Surface form Disambiguated ID Type / Status
Subject Australian Public Service E159111 entity
Predicate hasLegalFramework P12605 FINISHED
Object 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.
E626693 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: Fair Work Act 2009 | Statement: [Australian Public Service, hasLegalFramework, Fair Work Act 2009]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Fair Work Act 2009
Context triple: [Australian Public Service, hasLegalFramework, Fair Work Act 2009]
  • A. Social Security Contributions and Benefits Act 1992
    The Social Security Contributions and Benefits Act 1992 is a key UK statute that consolidates and sets out the main rules governing social security benefits and National Insurance contributions.
  • B. Jobseekers Act 1995
    The Jobseekers Act 1995 is a UK law that reformed unemployment benefits and introduced the framework for Jobseeker’s Allowance, linking financial support to active job search requirements.
  • C. Superannuation Industry (Supervision) Act 1993
    The Superannuation Industry (Supervision) Act 1993 is a key Australian law that sets prudential and governance standards for superannuation funds to protect members’ retirement savings.
  • D. Competition and Consumer Act 2010
    The Competition and Consumer Act 2010 is an Australian federal law that regulates competition, fair trading, and consumer protection, enforced primarily by the Australian Competition and Consumer Commission (ACCC).
  • E. Labour Exchanges Act 1909
    The Labour Exchanges Act 1909 was a key piece of early 20th-century British social reform that created state-run employment offices to help match workers with available jobs and reduce unemployment.
  • 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: Fair Work Act 2009
Triple: [Australian Public Service, hasLegalFramework, Fair Work Act 2009]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Fair Work Act 2009
Target entity description: 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.
  • A. Social Security Contributions and Benefits Act 1992
    The Social Security Contributions and Benefits Act 1992 is a key UK statute that consolidates and sets out the main rules governing social security benefits and National Insurance contributions.
  • B. Jobseekers Act 1995
    The Jobseekers Act 1995 is a UK law that reformed unemployment benefits and introduced the framework for Jobseeker’s Allowance, linking financial support to active job search requirements.
  • C. Superannuation Industry (Supervision) Act 1993
    The Superannuation Industry (Supervision) Act 1993 is a key Australian law that sets prudential and governance standards for superannuation funds to protect members’ retirement savings.
  • D. Competition and Consumer Act 2010
    The Competition and Consumer Act 2010 is an Australian federal law that regulates competition, fair trading, and consumer protection, enforced primarily by the Australian Competition and Consumer Commission (ACCC).
  • E. Labour Exchanges Act 1909
    The Labour Exchanges Act 1909 was a key piece of early 20th-century British social reform that created state-run employment offices to help match workers with available jobs and reduce unemployment.
  • 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_69c6883568c8819081db6407e892cccc completed March 27, 2026, 1:37 p.m.
NER Named-entity recognition batch_69c6d931da24819096b9b205f2c0ebb0 completed March 27, 2026, 7:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69c748db2bd48190bb26f60c58ec8229 completed March 28, 2026, 3:19 a.m.
NEDg Description generation batch_69c749901de081908e5c3ccd324e8191 completed March 28, 2026, 3:22 a.m.
NED2 Entity disambiguation (via description) batch_69c74a0bcddc819084b22925cf57a205 completed March 28, 2026, 3:24 a.m.
Created at: March 27, 2026, 2:24 p.m.