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.