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.