Triple

T20694598
Position Surface form Disambiguated ID Type / Status
Subject Employment, Labour and Social Affairs Committee E508631 entity
Predicate governs P760 FINISHED
Object OECD work on employment
OECD work on employment comprises the Organisation for Economic Co-operation and Development’s research, policy analysis, and guidance on labour markets, job quality, and employment policies across member and partner countries.
E1445072 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: OECD work on employment | Statement: [Employment, Labour and Social Affairs Committee, governs, OECD work on employment]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: OECD work on employment
Context triple: [Employment, Labour and Social Affairs Committee, governs, OECD work on employment]
  • A. OECD iLibrary
    OECD iLibrary is the online library and knowledge platform of the Organisation for Economic Co-operation and Development, providing access to its books, reports, statistics, and other research.
  • B. OECD Skills Strategy
    The OECD Skills Strategy is a policy framework developed by the Organisation for Economic Co-operation and Development to help countries design and implement comprehensive approaches for developing, activating, and effectively using people’s skills to promote economic growth and social inclusion.
  • C. Decent Work and Economic Growth
    Decent Work and Economic Growth is the eighth United Nations Sustainable Development Goal, focused on promoting inclusive and sustainable economic growth, productive employment, and decent work for all.
  • D. OECD CFE
    OECD CFE is a directorate of the OECD that supports entrepreneurship, small and medium-sized enterprises, and regional and urban development through policy analysis and guidance.
  • E. 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.
  • 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: OECD work on employment
Triple: [Employment, Labour and Social Affairs Committee, governs, OECD work on employment]
Generated description
OECD work on employment comprises the Organisation for Economic Co-operation and Development’s research, policy analysis, and guidance on labour markets, job quality, and employment policies across member and partner countries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: OECD work on employment
Target entity description: OECD work on employment comprises the Organisation for Economic Co-operation and Development’s research, policy analysis, and guidance on labour markets, job quality, and employment policies across member and partner countries.
  • A. OECD iLibrary
    OECD iLibrary is the online library and knowledge platform of the Organisation for Economic Co-operation and Development, providing access to its books, reports, statistics, and other research.
  • B. OECD Skills Strategy
    The OECD Skills Strategy is a policy framework developed by the Organisation for Economic Co-operation and Development to help countries design and implement comprehensive approaches for developing, activating, and effectively using people’s skills to promote economic growth and social inclusion.
  • C. Decent Work and Economic Growth
    Decent Work and Economic Growth is the eighth United Nations Sustainable Development Goal, focused on promoting inclusive and sustainable economic growth, productive employment, and decent work for all.
  • D. OECD CFE
    OECD CFE is a directorate of the OECD that supports entrepreneurship, small and medium-sized enterprises, and regional and urban development through policy analysis and guidance.
  • E. 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.
  • 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_69e0b4c2b2a481909e31e9cb8f81ab55 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6c110c4108190a3ab171df33be194 completed April 21, 2026, 12:13 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08d7e6a5788190895d7becc9f8136b completed May 16, 2026, 8:47 p.m.
NEDg Description generation batch_6a08d8e3b1d4819088fb2c3e54b7934e completed May 16, 2026, 8:51 p.m.
NED2 Entity disambiguation (via description) batch_6a08d940f0e88190be17ae56546996af completed May 16, 2026, 8:53 p.m.
Created at: April 16, 2026, 12:10 p.m.