Triple

T2275120
Position Surface form Disambiguated ID Type / Status
Subject Directorate-General for Climate Action E50751 entity
Predicate appliesPolicy P1051 FINISHED
Object European Green Deal
The European Green Deal is the European Union’s overarching strategy to achieve climate neutrality by 2050 through transforming its energy, transport, industry, and agriculture systems while promoting sustainable economic growth.
E251381 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: European Green Deal | Statement: [Directorate-General for Climate Action, appliesPolicy, European Green Deal]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: European Green Deal
Context triple: [Directorate-General for Climate Action, appliesPolicy, European Green Deal]
  • A. Europe 2020 strategy
    Europe 2020 strategy was the European Union’s 10-year growth and jobs agenda launched in 2010, focused on smart, sustainable and inclusive economic development across member states.
  • B. Green New Deal
    The Green New Deal is a proposed U.S. policy framework that links aggressive climate action with large-scale economic and social reforms aimed at achieving net-zero emissions while promoting jobs and equity.
  • C. Paris Agreement
    The Paris Agreement is a landmark international treaty under the United Nations Framework Convention on Climate Change that commits countries to limit global warming to well below 2°C, pursuing efforts to stay under 1.5°C through nationally determined emissions-reduction plans.
  • D. 2030 Agenda for Sustainable Development
    The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
  • E. The Climate Pledge
    The Climate Pledge is a corporate initiative co-founded by Amazon and Global Optimism that commits signatories to achieve net-zero carbon emissions by 2040, a decade ahead of the Paris Agreement.
  • 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: European Green Deal
Triple: [Directorate-General for Climate Action, appliesPolicy, European Green Deal]
Generated description
The European Green Deal is the European Union’s overarching strategy to achieve climate neutrality by 2050 through transforming its energy, transport, industry, and agriculture systems while promoting sustainable economic growth.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: European Green Deal
Target entity description: The European Green Deal is the European Union’s overarching strategy to achieve climate neutrality by 2050 through transforming its energy, transport, industry, and agriculture systems while promoting sustainable economic growth.
  • A. Europe 2020 strategy
    Europe 2020 strategy was the European Union’s 10-year growth and jobs agenda launched in 2010, focused on smart, sustainable and inclusive economic development across member states.
  • B. Green New Deal
    The Green New Deal is a proposed U.S. policy framework that links aggressive climate action with large-scale economic and social reforms aimed at achieving net-zero emissions while promoting jobs and equity.
  • C. Paris Agreement
    The Paris Agreement is a landmark international treaty under the United Nations Framework Convention on Climate Change that commits countries to limit global warming to well below 2°C, pursuing efforts to stay under 1.5°C through nationally determined emissions-reduction plans.
  • D. 2030 Agenda for Sustainable Development
    The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
  • E. The Climate Pledge
    The Climate Pledge is a corporate initiative co-founded by Amazon and Global Optimism that commits signatories to achieve net-zero carbon emissions by 2040, a decade ahead of the Paris Agreement.
  • 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_69a88b05910c8190a9a2b1ff230c85f9 completed March 4, 2026, 7:41 p.m.
NER Named-entity recognition batch_69abc1ebaa148190851952567878b3a1 completed March 7, 2026, 6:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69ae71e01860819082bca15c146b9c64 completed March 9, 2026, 7:08 a.m.
NEDg Description generation batch_69ae727388f48190bbb516e1cc907689 completed March 9, 2026, 7:10 a.m.
NED2 Entity disambiguation (via description) batch_69ae733c44008190ac1429da66cf77aa completed March 9, 2026, 7:14 a.m.
Created at: March 4, 2026, 7:48 p.m.