Triple
T14453123
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Technical and Further Education in Australia |
E358386
|
entity |
| Predicate | policyFramework |
P25238
|
FINISHED |
| Object | National Skills and Workforce Development Strategy |
E1099910
|
NE FINISHED |
How this triple was built (2 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 Skills and Workforce Development Strategy | Statement: [Technical and Further Education in Australia, policyFramework, National Skills and Workforce Development Strategy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: National Skills and Workforce Development Strategy Context triple: [Technical and Further Education in Australia, policyFramework, National Skills and Workforce Development Strategy]
-
A.
National Agreement for Skills and Workforce Development
chosen
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.
-
B.
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.
-
C.
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.
-
D.
Let’s Create strategy 2020–2030
Let’s Create strategy 2020–2030 is Arts Council England’s long-term national vision and framework for supporting and developing arts, culture, and creativity across England over the decade to 2030.
-
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.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69fd648f56608190b6d55c592c088575 |
completed | May 8, 2026, 4:20 a.m. |
Created at: April 10, 2026, 1:19 a.m.