Triple

T13899363
Position Surface form Disambiguated ID Type / Status
Subject Queensland public service E334178 entity
Predicate governedBy P46 FINISHED
Object Public Service Act 2008 (Queensland)
The Public Service Act 2008 (Queensland) is the principal legislation that establishes the framework, powers, and responsibilities for the management and operation of the Queensland Government’s public service workforce.
E1068344 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: Public Service Act 2008 (Queensland) | Statement: [Queensland public service, governedBy, Public Service Act 2008 (Queensland)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Public Service Act 2008 (Queensland)
Context triple: [Queensland public service, governedBy, Public Service Act 2008 (Queensland)]
  • A. Public Service Act 1999
    The Public Service Act 1999 is an Australian federal law that establishes the framework, values, and employment principles for the Australian Public Service and its departments.
  • B. Public Service Act, 1994
    The Public Service Act, 1994 is a South African law that structures and regulates the organization, management, and employment framework of the national and provincial public service.
  • C. Public Service Act 2020 (for public service agencies)
    The Public Service Act 2020 (for public service agencies) is New Zealand legislation that modernises and governs the structure, principles, and operation of the public service, including the roles and responsibilities of Crown agencies.
  • D. Queensland public service
    The Queensland public service is the professional workforce of government employees responsible for delivering public administration and services across the Australian state of Queensland.
  • E. Local Government Act 2009 (Queensland)
    The Local Government Act 2009 (Queensland) is the primary state legislation that establishes the powers, responsibilities, and governance framework for local councils throughout Queensland, Australia.
  • 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: Public Service Act 2008 (Queensland)
Triple: [Queensland public service, governedBy, Public Service Act 2008 (Queensland)]
Generated description
The Public Service Act 2008 (Queensland) is the principal legislation that establishes the framework, powers, and responsibilities for the management and operation of the Queensland Government’s public service workforce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Public Service Act 2008 (Queensland)
Target entity description: The Public Service Act 2008 (Queensland) is the principal legislation that establishes the framework, powers, and responsibilities for the management and operation of the Queensland Government’s public service workforce.
  • A. Public Service Act 1999
    The Public Service Act 1999 is an Australian federal law that establishes the framework, values, and employment principles for the Australian Public Service and its departments.
  • B. Public Service Act, 1994
    The Public Service Act, 1994 is a South African law that structures and regulates the organization, management, and employment framework of the national and provincial public service.
  • C. Public Service Act 2020 (for public service agencies)
    The Public Service Act 2020 (for public service agencies) is New Zealand legislation that modernises and governs the structure, principles, and operation of the public service, including the roles and responsibilities of Crown agencies.
  • D. Queensland public service
    The Queensland public service is the professional workforce of government employees responsible for delivering public administration and services across the Australian state of Queensland.
  • E. Local Government Act 2009 (Queensland)
    The Local Government Act 2009 (Queensland) is the primary state legislation that establishes the powers, responsibilities, and governance framework for local councils throughout Queensland, Australia.
  • 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_69d81c5eaa9c819083b1ff8689179565 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de25d8897881908b770cdb565898d4 completed April 14, 2026, 11:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69f7c720b4988190aee1f1f09877212d completed May 3, 2026, 10:07 p.m.
NEDg Description generation batch_69f7c86a3640819081ed689bd271f909 completed May 3, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69f7c9b2930c8190983f2c55a0dd35f6 completed May 3, 2026, 10:18 p.m.
Created at: April 9, 2026, 10:15 p.m.