Triple

T3179948
Position Surface form Disambiguated ID Type / Status
Subject Queensland Government E66558 entity
Predicate hasDepartment P35 FINISHED
Object Queensland Department of Education
The Queensland Department of Education is the state government agency responsible for overseeing public schooling, early childhood education, and related educational services across Queensland, Australia.
 E66558 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 Department of Education | Statement: [Queensland Government, hasDepartment, Queensland Department of Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Queensland Department of Education
Context triple: [Queensland Government, hasDepartment, Queensland Department of Education]
  • A. Southern Queensland Institute of TAFE
    Southern Queensland Institute of TAFE is a vocational education and training provider in Queensland, Australia, offering practical courses and qualifications across a range of trades and professional fields.
  • B. Queensland Government
    The Queensland Government is the executive authority responsible for governing the Australian state of Queensland, led by the Premier and supported by various departments and agencies.
  • C. Central Queensland University
    Central Queensland University is a major Australian public university known for its multi-campus presence and strong focus on regional education and research.
  • D. New South Wales Department of Education
    The New South Wales Department of Education is the state government agency responsible for delivering public education and related services across New South Wales, Australia.
  • E. University of Southern Queensland
    The University of Southern Queensland is a regional Australian public university known for its strong focus on distance education, flexible learning, and practical, career-oriented programs.
  • 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 Department of Education
Triple: [Queensland Government, hasDepartment, Queensland Department of Education]
Generated description
The Queensland Department of Education is the state government agency responsible for overseeing public schooling, early childhood education, and related educational services across Queensland, Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Queensland Department of Education
Target entity description: The Queensland Department of Education is the state government agency responsible for overseeing public schooling, early childhood education, and related educational services across Queensland, Australia.
  • A. Southern Queensland Institute of TAFE
    Southern Queensland Institute of TAFE is a vocational education and training provider in Queensland, Australia, offering practical courses and qualifications across a range of trades and professional fields.
  • B. Queensland Government chosen
    The Queensland Government is the executive authority responsible for governing the Australian state of Queensland, led by the Premier and supported by various departments and agencies.
  • C. Central Queensland University
    Central Queensland University is a major Australian public university known for its multi-campus presence and strong focus on regional education and research.
  • D. New South Wales Department of Education
    The New South Wales Department of Education is the state government agency responsible for delivering public education and related services across New South Wales, Australia.
  • E. University of Southern Queensland
    The University of Southern Queensland is a regional Australian public university known for its strong focus on distance education, flexible learning, and practical, career-oriented programs.
  • 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_69ad8586a34c8190944c63ec11a8de1a completed March 8, 2026, 2:19 p.m.
NER Named-entity recognition batch_69ada69f2d108190847922795e7b6687 completed March 8, 2026, 4:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69b235f92a708190b9c627aa43703dfb completed March 12, 2026, 3:41 a.m.
NEDg Description generation batch_69b2372a54a481908a4a954b8986aad7 completed March 12, 2026, 3:46 a.m.
NED2 Entity disambiguation (via description) batch_69b23806a3c8819096069982b3612730 completed March 12, 2026, 3:50 a.m.
Created at: March 8, 2026, 3:06 p.m.