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.