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.