Triple

T12262602
Position Surface form Disambiguated ID Type / Status
Subject Universities Australia E292260 entity
Predicate collaboratesWith P37 FINISHED
Object Australian Government Department of Education
The Australian Government Department of Education is the federal agency responsible for national education policy, funding, and regulation across early childhood, school, vocational, and higher education sectors in Australia.
E971146 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: Australian Government Department of Education | Statement: [Universities Australia, collaboratesWith, Australian Government Department of Education]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Australian Government Department of Education
Context triple: [Universities Australia, collaboratesWith, Australian Government Department of Education]
  • A. Department of Education and Training
    The Department of Education and Training was a post-apartheid South African government department responsible for overseeing and reforming the national education and training system.
  • B. Department of Education (Victoria)
    The Department of Education (Victoria) is the state government department responsible for overseeing public schooling, early childhood education, and related educational policy and services in Victoria, Australia.
  • C. New Zealand Ministry of Education
    The New Zealand Ministry of Education is the government department responsible for leading and regulating the country’s education system, from early childhood through tertiary education.
  • D. Australian government agencies
    Australian government agencies are public sector bodies at the federal, state, and territory levels that administer laws, deliver services, and implement policies on behalf of the Australian government.
  • E. Ministry of Education
    The Ministry of Education is Egypt’s governmental body responsible for overseeing and regulating the country’s pre-university education system and related 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: Australian Government Department of Education
Triple: [Universities Australia, collaboratesWith, Australian Government Department of Education]
Generated description
The Australian Government Department of Education is the federal agency responsible for national education policy, funding, and regulation across early childhood, school, vocational, and higher education sectors in Australia.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Australian Government Department of Education
Target entity description: The Australian Government Department of Education is the federal agency responsible for national education policy, funding, and regulation across early childhood, school, vocational, and higher education sectors in Australia.
  • A. Department of Education and Training
    The Department of Education and Training was a post-apartheid South African government department responsible for overseeing and reforming the national education and training system.
  • B. Department of Education (Victoria)
    The Department of Education (Victoria) is the state government department responsible for overseeing public schooling, early childhood education, and related educational policy and services in Victoria, Australia.
  • C. New Zealand Ministry of Education
    The New Zealand Ministry of Education is the government department responsible for leading and regulating the country’s education system, from early childhood through tertiary education.
  • D. Australian government agencies
    Australian government agencies are public sector bodies at the federal, state, and territory levels that administer laws, deliver services, and implement policies on behalf of the Australian government.
  • E. Ministry of Education
    The Ministry of Education is Egypt’s governmental body responsible for overseeing and regulating the country’s pre-university education system and related policies.
  • 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_69d6ab6856488190b5d31178d5015f8e completed April 8, 2026, 7:24 p.m.
NER Named-entity recognition batch_69d91cdb0a948190aeee4ca3c01f801e completed April 10, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69f60ac3ce008190856a917c2c75862a completed May 2, 2026, 2:31 p.m.
NEDg Description generation batch_69f60f220554819088c0aa5706f44856 completed May 2, 2026, 2:50 p.m.
NED2 Entity disambiguation (via description) batch_69f60f9f40f48190b60be483d1922b22 completed May 2, 2026, 2:52 p.m.
Created at: April 8, 2026, 9:52 p.m.