Triple
T4009973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | OECD Directorate for Education and Skills |
E90617
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Skills Strategy
Skills Strategy is an OECD framework and policy tool that guides countries in developing, using, and strengthening skills systems to improve economic and social outcomes.
|
E406156
|
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: Skills Strategy | Statement: [OECD Directorate for Education and Skills, notableWork, Skills Strategy]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Skills Strategy Context triple: [OECD Directorate for Education and Skills, notableWork, Skills Strategy]
-
A.
Knowledge Capital
Knowledge Capital is a large-scale innovation and creative hub in Osaka that brings together businesses, researchers, and the public for exhibitions, labs, and collaborative projects.
-
B.
Worker Training Program
The Worker Training Program is a National Institute of Environmental Health Sciences initiative that provides health and safety training to workers involved in hazardous materials handling, emergency response, and environmental cleanup.
-
C.
Learning and Labor
Learning and Labor is the historic motto of Oberlin College, reflecting its emphasis on combining rigorous academic study with practical work and social responsibility.
-
D.
Integrated Training Service
The Integrated Training Service is a unit within the United Nations Department of Peace Operations responsible for developing, coordinating, and supporting training for UN peacekeeping personnel.
-
E.
Training Policy Team
The Training Policy Team is a specialized unit within the UN Department of Peace Operations responsible for developing and overseeing training standards, guidance, and policies for peacekeeping personnel.
- 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: Skills Strategy Triple: [OECD Directorate for Education and Skills, notableWork, Skills Strategy]
Generated description
Skills Strategy is an OECD framework and policy tool that guides countries in developing, using, and strengthening skills systems to improve economic and social outcomes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Skills Strategy Target entity description: Skills Strategy is an OECD framework and policy tool that guides countries in developing, using, and strengthening skills systems to improve economic and social outcomes.
-
A.
Knowledge Capital
Knowledge Capital is a large-scale innovation and creative hub in Osaka that brings together businesses, researchers, and the public for exhibitions, labs, and collaborative projects.
-
B.
Worker Training Program
The Worker Training Program is a National Institute of Environmental Health Sciences initiative that provides health and safety training to workers involved in hazardous materials handling, emergency response, and environmental cleanup.
-
C.
Learning and Labor
Learning and Labor is the historic motto of Oberlin College, reflecting its emphasis on combining rigorous academic study with practical work and social responsibility.
-
D.
Integrated Training Service
The Integrated Training Service is a unit within the United Nations Department of Peace Operations responsible for developing, coordinating, and supporting training for UN peacekeeping personnel.
-
E.
Training Policy Team
The Training Policy Team is a specialized unit within the UN Department of Peace Operations responsible for developing and overseeing training standards, guidance, and policies for peacekeeping personnel.
- 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.