Triple
T16713127
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Skills Strategy |
E406156
|
entity |
| Predicate | abbreviation |
P43
|
FINISHED |
| Object |
OECD Skills Strategy
The OECD Skills Strategy is a policy framework developed by the Organisation for Economic Co-operation and Development to help countries design and implement comprehensive approaches for developing, activating, and effectively using people’s skills to promote economic growth and social inclusion.
|
E1229550
|
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: OECD Skills Strategy | Statement: [Skills Strategy, abbreviation, OECD Skills Strategy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: OECD Skills Strategy Context triple: [Skills Strategy, abbreviation, OECD Skills Strategy]
-
A.
OECD Directorate for Education and Skills
The OECD Directorate for Education and Skills is the branch of the Organisation for Economic Co-operation and Development responsible for analyzing and advising on education and skills policies to improve learning outcomes and economic and social well-being worldwide.
-
B.
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.
-
C.
OECD CFE
OECD CFE is a directorate of the OECD that supports entrepreneurship, small and medium-sized enterprises, and regional and urban development through policy analysis and guidance.
-
D.
Knowledge and Skills for the Future
"Knowledge and Skills for the Future" is the official motto of Wrocław University of Science and Technology, emphasizing its focus on forward-looking, practical education and research.
-
E.
OECD Centre for Educational Research and Innovation
The OECD Centre for Educational Research and Innovation is a research body within the OECD that analyzes and promotes innovative policies and practices to improve education systems worldwide.
- 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: OECD Skills Strategy Triple: [Skills Strategy, abbreviation, OECD Skills Strategy]
Generated description
The OECD Skills Strategy is a policy framework developed by the Organisation for Economic Co-operation and Development to help countries design and implement comprehensive approaches for developing, activating, and effectively using people’s skills to promote economic growth and social inclusion.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: OECD Skills Strategy Target entity description: The OECD Skills Strategy is a policy framework developed by the Organisation for Economic Co-operation and Development to help countries design and implement comprehensive approaches for developing, activating, and effectively using people’s skills to promote economic growth and social inclusion.
-
A.
OECD Directorate for Education and Skills
The OECD Directorate for Education and Skills is the branch of the Organisation for Economic Co-operation and Development responsible for analyzing and advising on education and skills policies to improve learning outcomes and economic and social well-being worldwide.
-
B.
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.
-
C.
OECD CFE
OECD CFE is a directorate of the OECD that supports entrepreneurship, small and medium-sized enterprises, and regional and urban development through policy analysis and guidance.
-
D.
Knowledge and Skills for the Future
"Knowledge and Skills for the Future" is the official motto of Wrocław University of Science and Technology, emphasizing its focus on forward-looking, practical education and research.
-
E.
OECD Centre for Educational Research and Innovation
The OECD Centre for Educational Research and Innovation is a research body within the OECD that analyzes and promotes innovative policies and practices to improve education systems worldwide.
- 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_69d8838f242881908abd8bc138795886 |
completed | April 10, 2026, 4:58 a.m. |
| NER | Named-entity recognition | batch_69e38653cdd48190863e1cc989e21f39 |
completed | April 18, 2026, 1:25 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0091a95180819099abd50dd153e229 |
completed | May 10, 2026, 2:09 p.m. |
| NEDg | Description generation | batch_6a00925fda608190b3674bd5e9ca6bf5 |
completed | May 10, 2026, 2:12 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a00939075d88190a63cdd942eb3fea8 |
completed | May 10, 2026, 2:17 p.m. |
Created at: April 10, 2026, 5:20 a.m.