Triple

T2174645
Position Surface form Disambiguated ID Type / Status
Subject National Reform Programmes E48498 entity
Predicate relatedTo P37 FINISHED
Object Integrated Guidelines for Growth and Jobs
The Integrated Guidelines for Growth and Jobs are a set of coordinated EU policy recommendations that guide member states’ economic and employment strategies to promote sustainable growth and job creation.
E243157 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: Integrated Guidelines for Growth and Jobs | Statement: [National Reform Programmes, relatedTo, Integrated Guidelines for Growth and Jobs]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Integrated Guidelines for Growth and Jobs
Context triple: [National Reform Programmes, relatedTo, Integrated Guidelines for Growth and Jobs]
  • A. Introduction to Modern Economic Growth
    Introduction to Modern Economic Growth is a comprehensive graduate-level textbook that rigorously develops the theory and empirics of long-run economic growth, with a strong emphasis on microfoundations and institutional factors.
  • B. Kaldor’s stylized facts of economic growth
    Kaldor’s stylized facts of economic growth are a set of empirical regularities about long-run economic development—such as stable capital-output ratios and rising labor productivity—that guided modern theories of growth and distribution.
  • C. World Development Report
    The World Development Report is the World Bank’s flagship annual publication that provides in-depth analysis and policy recommendations on key global development issues.
  • D. Decent Work Agenda
    The Decent Work Agenda is a global policy framework that promotes opportunities for all workers to obtain fair, productive employment under conditions of freedom, equity, security, and human dignity.
  • E. Economic Policy: Principles and Design
    "Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
  • 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: Integrated Guidelines for Growth and Jobs
Triple: [National Reform Programmes, relatedTo, Integrated Guidelines for Growth and Jobs]
Generated description
The Integrated Guidelines for Growth and Jobs are a set of coordinated EU policy recommendations that guide member states’ economic and employment strategies to promote sustainable growth and job creation.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Integrated Guidelines for Growth and Jobs
Target entity description: The Integrated Guidelines for Growth and Jobs are a set of coordinated EU policy recommendations that guide member states’ economic and employment strategies to promote sustainable growth and job creation.
  • A. Introduction to Modern Economic Growth
    Introduction to Modern Economic Growth is a comprehensive graduate-level textbook that rigorously develops the theory and empirics of long-run economic growth, with a strong emphasis on microfoundations and institutional factors.
  • B. Kaldor’s stylized facts of economic growth
    Kaldor’s stylized facts of economic growth are a set of empirical regularities about long-run economic development—such as stable capital-output ratios and rising labor productivity—that guided modern theories of growth and distribution.
  • C. World Development Report
    The World Development Report is the World Bank’s flagship annual publication that provides in-depth analysis and policy recommendations on key global development issues.
  • D. Decent Work Agenda
    The Decent Work Agenda is a global policy framework that promotes opportunities for all workers to obtain fair, productive employment under conditions of freedom, equity, security, and human dignity.
  • E. Economic Policy: Principles and Design
    "Economic Policy: Principles and Design" is a foundational economics book by Jan Tinbergen that systematically develops the theory and methodology of designing and implementing effective economic policies.
  • 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_69a88aa3faa48190995b233af6525815 completed March 4, 2026, 7:40 p.m.
NER Named-entity recognition batch_69abbeccb2888190aa1fe1039e9dfbe2 completed March 7, 2026, 5:59 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae5d9c61448190930777bcf2028882 completed March 9, 2026, 5:41 a.m.
NEDg Description generation batch_69ae5e1ea6108190b22ead618d620613 completed March 9, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69ae5ea7909c8190a93d87a5d07b84d4 completed March 9, 2026, 5:46 a.m.
Created at: March 4, 2026, 7:45 p.m.