Triple

T10667012
Position Surface form Disambiguated ID Type / Status
Subject European Green Deal E251381 entity
Predicate includes P1393 FINISHED
Object EU Taxonomy for sustainable activities
The EU Taxonomy for sustainable activities is a classification system that defines which economic activities can be considered environmentally sustainable to guide investment and policy decisions in the European Union.
E877505 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: EU Taxonomy for sustainable activities | Statement: [European Green Deal, includes, EU Taxonomy for sustainable activities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: EU Taxonomy for sustainable activities
Context triple: [European Green Deal, includes, EU Taxonomy for sustainable activities]
  • A. 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.
  • B. Task Force on Climate-related Financial Disclosures
    The Task Force on Climate-related Financial Disclosures (TCFD) is an international body that develops recommendations for consistent, comparable climate-related financial reporting to help investors, lenders, and companies assess and manage climate risks and opportunities.
  • C. The Only Sustainable Edge
    The Only Sustainable Edge is a business and management book that explores how companies can gain long-term competitive advantage through continuous learning, collaboration, and leveraging global networks.
  • D. International Emissions Trading
    International Emissions Trading is a market-based climate policy mechanism that allows countries or entities with surplus greenhouse gas emission allowances to sell them to those exceeding their emission limits, thereby promoting cost-effective global emissions reductions.
  • E. European Globalisation Adjustment Fund
    The European Globalisation Adjustment Fund is an EU financial instrument that supports workers who lose their jobs due to major structural changes in world trade patterns or economic crises, helping them find new employment.
  • 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: EU Taxonomy for sustainable activities
Triple: [European Green Deal, includes, EU Taxonomy for sustainable activities]
Generated description
The EU Taxonomy for sustainable activities is a classification system that defines which economic activities can be considered environmentally sustainable to guide investment and policy decisions in the European Union.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: EU Taxonomy for sustainable activities
Target entity description: The EU Taxonomy for sustainable activities is a classification system that defines which economic activities can be considered environmentally sustainable to guide investment and policy decisions in the European Union.
  • A. 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.
  • B. Task Force on Climate-related Financial Disclosures
    The Task Force on Climate-related Financial Disclosures (TCFD) is an international body that develops recommendations for consistent, comparable climate-related financial reporting to help investors, lenders, and companies assess and manage climate risks and opportunities.
  • C. The Only Sustainable Edge
    The Only Sustainable Edge is a business and management book that explores how companies can gain long-term competitive advantage through continuous learning, collaboration, and leveraging global networks.
  • D. International Emissions Trading
    International Emissions Trading is a market-based climate policy mechanism that allows countries or entities with surplus greenhouse gas emission allowances to sell them to those exceeding their emission limits, thereby promoting cost-effective global emissions reductions.
  • E. European Globalisation Adjustment Fund
    The European Globalisation Adjustment Fund is an EU financial instrument that supports workers who lose their jobs due to major structural changes in world trade patterns or economic crises, helping them find new employment.
  • 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_69d6aa5b0d2881909584b20efc5877f0 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6f3204bac8190b9bd8bfcc705b06b completed April 9, 2026, 12:30 a.m.
NED1 Entity disambiguation (via context triple) batch_69d97a9ceea08190944354d127f2c73b completed April 10, 2026, 10:33 p.m.
NEDg Description generation batch_69d97df755708190bf71d04ead7eaa2c completed April 10, 2026, 10:47 p.m.
NED2 Entity disambiguation (via description) batch_69d97e96d9888190ba693e1df7eb502d completed April 10, 2026, 10:49 p.m.
Created at: April 8, 2026, 9:08 p.m.