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.