Triple

T13899364
Position Surface form Disambiguated ID Type / Status
Subject Queensland public service E334178 entity
Predicate governedBy P46 FINISHED
Object Queensland public sector employment framework
The Queensland public sector employment framework is the legislative and policy system that sets out the rules, standards, and conditions for employment and workforce management across Queensland’s public service.
E334178 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: Queensland public sector employment framework | Statement: [Queensland public service, governedBy, Queensland public sector employment framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Queensland public sector employment framework
Context triple: [Queensland public service, governedBy, Queensland public sector employment framework]
  • A. 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.
  • B. Queensland vocational education and training framework
    The Queensland vocational education and training framework is the state’s regulatory and policy system that oversees the delivery, quality, and accreditation of vocational education and training providers in Queensland.
  • C. Australian Public Service Commission
    The Australian Public Service Commission is an independent Australian Government agency responsible for promoting leadership, integrity, capability, and good governance across the federal public service.
  • D. Australian Public Service
    The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
  • E. Ministers of the Crown in Queensland
    Ministers of the Crown in Queensland are the appointed government officials, typically drawn from the elected parliament, who collectively form the executive branch responsible for administering the state and implementing its laws and policies.
  • 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: Queensland public sector employment framework
Triple: [Queensland public service, governedBy, Queensland public sector employment framework]
Generated description
The Queensland public sector employment framework is the legislative and policy system that sets out the rules, standards, and conditions for employment and workforce management across Queensland’s public service.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Queensland public sector employment framework
Target entity description: The Queensland public sector employment framework is the legislative and policy system that sets out the rules, standards, and conditions for employment and workforce management across Queensland’s public service.
  • A. Queensland public service chosen
    The Queensland public service is the professional workforce of government employees responsible for delivering public administration and services across the Australian state of Queensland.
  • B. Queensland vocational education and training framework
    The Queensland vocational education and training framework is the state’s regulatory and policy system that oversees the delivery, quality, and accreditation of vocational education and training providers in Queensland.
  • C. Australian Public Service Commission
    The Australian Public Service Commission is an independent Australian Government agency responsible for promoting leadership, integrity, capability, and good governance across the federal public service.
  • D. Australian Public Service
    The Australian Public Service is the federal civil service of Australia, responsible for implementing government policies and delivering public services across the country.
  • E. Ministers of the Crown in Queensland
    Ministers of the Crown in Queensland are the appointed government officials, typically drawn from the elected parliament, who collectively form the executive branch responsible for administering the state and implementing its laws and policies.
  • F. None of above.

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.