Triple

T10667011
Position Surface form Disambiguated ID Type / Status
Subject European Green Deal E251381 entity
Predicate includes P1393 FINISHED
Object Just Transition Mechanism
The Just Transition Mechanism is an EU financial and policy framework designed to support regions and workers most affected by the shift to a climate-neutral economy, ensuring the transition is fair and socially inclusive.
E877504 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: Just Transition Mechanism | Statement: [European Green Deal, includes, Just Transition Mechanism]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Just Transition Mechanism
Context triple: [European Green Deal, includes, Just Transition Mechanism]
  • 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. 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. The Green Collar Economy
    The Green Collar Economy is a book by activist Van Jones that advocates for solving economic inequality and environmental crises simultaneously through green jobs and clean-energy policies.
  • D. EU–Japan green alliance
    The EU–Japan green alliance is a strategic partnership initiative between the European Union and Japan focused on advancing climate action, environmental protection, and sustainable economic growth.
  • E. Clean Development Mechanism
    The Clean Development Mechanism is a United Nations climate policy tool under the Kyoto Protocol that allows industrialized countries to fund emission-reduction projects in developing nations and earn carbon credits in return.
  • 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: Just Transition Mechanism
Triple: [European Green Deal, includes, Just Transition Mechanism]
Generated description
The Just Transition Mechanism is an EU financial and policy framework designed to support regions and workers most affected by the shift to a climate-neutral economy, ensuring the transition is fair and socially inclusive.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Just Transition Mechanism
Target entity description: The Just Transition Mechanism is an EU financial and policy framework designed to support regions and workers most affected by the shift to a climate-neutral economy, ensuring the transition is fair and socially inclusive.
  • 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. 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. The Green Collar Economy
    The Green Collar Economy is a book by activist Van Jones that advocates for solving economic inequality and environmental crises simultaneously through green jobs and clean-energy policies.
  • D. EU–Japan green alliance
    The EU–Japan green alliance is a strategic partnership initiative between the European Union and Japan focused on advancing climate action, environmental protection, and sustainable economic growth.
  • E. Clean Development Mechanism
    The Clean Development Mechanism is a United Nations climate policy tool under the Kyoto Protocol that allows industrialized countries to fund emission-reduction projects in developing nations and earn carbon credits in return.
  • 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.