Triple

T4009971
Position Surface form Disambiguated ID Type / Status
Subject OECD Directorate for Education and Skills E90617 entity
Predicate notableWork P4 FINISHED
Object Programme for the International Assessment of Adult Competencies
The Programme for the International Assessment of Adult Competencies (PIAAC) is a large-scale international survey that measures adults’ skills in areas such as literacy, numeracy, and problem solving to inform education and labor policies.
E406154 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: Programme for the International Assessment of Adult Competencies | Statement: [OECD Directorate for Education and Skills, notableWork, Programme for the International Assessment of Adult Competencies]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Programme for the International Assessment of Adult Competencies
Context triple: [OECD Directorate for Education and Skills, notableWork, Programme for the International Assessment of Adult Competencies]
  • A. PISA
    PISA is an international assessment program that evaluates the educational performance of 15-year-old students in reading, mathematics, and science across participating countries.
  • B. 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.
  • C. Centre for Educational Measurement (CEMO)
    The Centre for Educational Measurement (CEMO) is a research centre at the University of Oslo specializing in educational assessment, psychometrics, and the analysis of large-scale educational data.
  • D. European Qualifications Framework
    The European Qualifications Framework is a common European reference framework that helps compare and translate qualifications across different countries and education systems in Europe.
  • E. Erasmus+ programme
    The Erasmus+ programme is a European Union initiative that supports education, training, youth, and sport through international study, exchange, and cooperation opportunities.
  • 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: Programme for the International Assessment of Adult Competencies
Triple: [OECD Directorate for Education and Skills, notableWork, Programme for the International Assessment of Adult Competencies]
Generated description
The Programme for the International Assessment of Adult Competencies (PIAAC) is a large-scale international survey that measures adults’ skills in areas such as literacy, numeracy, and problem solving to inform education and labor policies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Programme for the International Assessment of Adult Competencies
Target entity description: The Programme for the International Assessment of Adult Competencies (PIAAC) is a large-scale international survey that measures adults’ skills in areas such as literacy, numeracy, and problem solving to inform education and labor policies.
  • A. PISA
    PISA is an international assessment program that evaluates the educational performance of 15-year-old students in reading, mathematics, and science across participating countries.
  • B. 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.
  • C. Centre for Educational Measurement (CEMO)
    The Centre for Educational Measurement (CEMO) is a research centre at the University of Oslo specializing in educational assessment, psychometrics, and the analysis of large-scale educational data.
  • D. European Qualifications Framework
    The European Qualifications Framework is a common European reference framework that helps compare and translate qualifications across different countries and education systems in Europe.
  • E. Erasmus+ programme
    The Erasmus+ programme is a European Union initiative that supports education, training, youth, and sport through international study, exchange, and cooperation opportunities.
  • 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_69aed95e44088190aff7d90a151b1b20 completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69aefa86c92c81908d8a610b14e22131 completed March 9, 2026, 4:51 p.m.
NED1 Entity disambiguation (via context triple) batch_69b54c6df2e88190b6fd58bd8102d62a completed March 14, 2026, 11:54 a.m.
NEDg Description generation batch_69b54d506140819096934d30f9986866 completed March 14, 2026, 11:58 a.m.
NED2 Entity disambiguation (via description) batch_69b54ded2e6c8190a6dc9ce2f5d474b8 completed March 14, 2026, noon
Created at: March 9, 2026, 3:34 p.m.