Triple
T4009969
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OECD Directorate for Education and Skills |
E90617
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Teaching and Learning International Survey
The Teaching and Learning International Survey is a large-scale international study that examines the working conditions, practices, and professional experiences of teachers and school leaders across participating countries.
|
E406152
|
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: Teaching and Learning International Survey | Statement: [OECD Directorate for Education and Skills, notableWork, Teaching and Learning International Survey]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Teaching and Learning International Survey Context triple: [OECD Directorate for Education and Skills, notableWork, Teaching and Learning International Survey]
-
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.
Institute of Educational Sciences
The Institute of Educational Sciences is a graduate-level academic unit of Ankara University specializing in research and advanced studies in education and teacher training.
-
C.
Institute of Educational Studies
The Institute of Educational Studies is a specialized academic and research institute within Cairo University focused on advancing scholarship and professional training in the field of education.
-
D.
Department of Teacher Education and School Research
The Department of Teacher Education and School Research is an academic unit at the University of Oslo dedicated to teacher education, classroom practice, and research on schooling and pedagogy.
-
E.
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.
- 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: Teaching and Learning International Survey Triple: [OECD Directorate for Education and Skills, notableWork, Teaching and Learning International Survey]
Generated description
The Teaching and Learning International Survey is a large-scale international study that examines the working conditions, practices, and professional experiences of teachers and school leaders across participating countries.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Teaching and Learning International Survey Target entity description: The Teaching and Learning International Survey is a large-scale international study that examines the working conditions, practices, and professional experiences of teachers and school leaders across participating countries.
-
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.
Institute of Educational Sciences
The Institute of Educational Sciences is a graduate-level academic unit of Ankara University specializing in research and advanced studies in education and teacher training.
-
C.
Institute of Educational Studies
The Institute of Educational Studies is a specialized academic and research institute within Cairo University focused on advancing scholarship and professional training in the field of education.
-
D.
Department of Teacher Education and School Research
The Department of Teacher Education and School Research is an academic unit at the University of Oslo dedicated to teacher education, classroom practice, and research on schooling and pedagogy.
-
E.
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.
- 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.