Triple

T14453122
Position Surface form Disambiguated ID Type / Status
Subject Technical and Further Education in Australia E358386 entity
Predicate policyFramework P25238 FINISHED
Object National Agreement for Skills and Workforce Development
The National Agreement for Skills and Workforce Development is an intergovernmental framework in Australia that coordinates funding and priorities for vocational education and training to build a skilled national workforce.
E1099910 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: National Agreement for Skills and Workforce Development | Statement: [Technical and Further Education in Australia, policyFramework, National Agreement for Skills and Workforce Development]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Agreement for Skills and Workforce Development
Context triple: [Technical and Further Education in Australia, policyFramework, National Agreement for Skills and Workforce Development]
  • A. Innovation and Skills Plan
    The Innovation and Skills Plan is a Canadian federal economic strategy focused on fostering innovation, developing a highly skilled workforce, and boosting long-term productivity and competitiveness.
  • B. Committee on Workforce Development
    The Committee on Workforce Development is a Chicago City Council body that focuses on policies and programs related to job creation, employment training, and workforce initiatives in the city.
  • C. Job Training Partnership Act
    The Job Training Partnership Act was a major U.S. federal law enacted in 1982 that funded job training and employment programs for disadvantaged youth and unemployed adults through partnerships between government and the private sector.
  • D. Workforce Investment Act of 1998
    The Workforce Investment Act of 1998 is a U.S. federal law that overhauled and consolidated job training, adult education, and employment services into a coordinated workforce development system to better connect workers with employers.
  • E. National Occupational Research Agenda
    The National Occupational Research Agenda is a collaborative framework in the United States that guides research and prevention efforts to improve worker safety and health across diverse industries and hazards.
  • 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: National Agreement for Skills and Workforce Development
Triple: [Technical and Further Education in Australia, policyFramework, National Agreement for Skills and Workforce Development]
Generated description
The National Agreement for Skills and Workforce Development is an intergovernmental framework in Australia that coordinates funding and priorities for vocational education and training to build a skilled national workforce.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Agreement for Skills and Workforce Development
Target entity description: The National Agreement for Skills and Workforce Development is an intergovernmental framework in Australia that coordinates funding and priorities for vocational education and training to build a skilled national workforce.
  • A. Innovation and Skills Plan
    The Innovation and Skills Plan is a Canadian federal economic strategy focused on fostering innovation, developing a highly skilled workforce, and boosting long-term productivity and competitiveness.
  • B. Committee on Workforce Development
    The Committee on Workforce Development is a Chicago City Council body that focuses on policies and programs related to job creation, employment training, and workforce initiatives in the city.
  • C. Job Training Partnership Act
    The Job Training Partnership Act was a major U.S. federal law enacted in 1982 that funded job training and employment programs for disadvantaged youth and unemployed adults through partnerships between government and the private sector.
  • D. Workforce Investment Act of 1998
    The Workforce Investment Act of 1998 is a U.S. federal law that overhauled and consolidated job training, adult education, and employment services into a coordinated workforce development system to better connect workers with employers.
  • E. National Occupational Research Agenda
    The National Occupational Research Agenda is a collaborative framework in the United States that guides research and prevention efforts to improve worker safety and health across diverse industries and hazards.
  • 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_69d82794dfa081909b9134ad2e32244b completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de91a8bf088190abf5fd4f646b8c62 completed April 14, 2026, 7:12 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd5be1f06c8190ac871c3a423d4a1a completed May 8, 2026, 3:43 a.m.
NEDg Description generation batch_69fd5d6af9ac8190a37f11b0f8a1db0f completed May 8, 2026, 3:50 a.m.
NED2 Entity disambiguation (via description) batch_69fd5df48f7481909764bc4e23c0b04a completed May 8, 2026, 3:52 a.m.
Created at: April 10, 2026, 1:19 a.m.