Triple

T10667057
Position Surface form Disambiguated ID Type / Status
Subject Fit for 55 package E251382 entity
Predicate includesInstrument P1393 FINISHED
Object Energy Efficiency Directive revision
The Energy Efficiency Directive revision is a key EU legislative update that strengthens energy-saving targets and measures to help achieve the bloc’s 2030 climate goals under the Fit for 55 package.
E877510 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: Energy Efficiency Directive revision | Statement: [Fit for 55 package, includesInstrument, Energy Efficiency Directive revision]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Energy Efficiency Directive revision
Context triple: [Fit for 55 package, includesInstrument, Energy Efficiency Directive revision]
  • A. Directive 2010/53/EU
    Directive 2010/53/EU is a European Union law that sets common standards for the quality and safety of human organs intended for transplantation across EU member states.
  • B. Directive 2013/37/EU
    Directive 2013/37/EU is a European Union law that updated and expanded the rules on the re-use of public sector information to promote transparency, innovation, and economic activity across the EU.
  • C. Directive (EU) 2016/2341
    Directive (EU) 2016/2341, known as the IORP II Directive, is an EU legislative act that sets prudential, governance, and information requirements for institutions for occupational retirement provision across the European Union.
  • D. Directive (EU) 2019/1024
    Directive (EU) 2019/1024 is a European Union law that modernizes and expands rules on the open use and re-use of public sector and publicly funded data, forming the core of the EU’s Open Data Directive framework.
  • E. National Energy Conservation Policy Act
    The National Energy Conservation Policy Act is a U.S. federal law enacted in 1978 that promotes energy efficiency and conservation through measures such as building standards, federal energy management programs, and incentives for energy-saving technologies.
  • 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: Energy Efficiency Directive revision
Triple: [Fit for 55 package, includesInstrument, Energy Efficiency Directive revision]
Generated description
The Energy Efficiency Directive revision is a key EU legislative update that strengthens energy-saving targets and measures to help achieve the bloc’s 2030 climate goals under the Fit for 55 package.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Energy Efficiency Directive revision
Target entity description: The Energy Efficiency Directive revision is a key EU legislative update that strengthens energy-saving targets and measures to help achieve the bloc’s 2030 climate goals under the Fit for 55 package.
  • A. Directive 2010/53/EU
    Directive 2010/53/EU is a European Union law that sets common standards for the quality and safety of human organs intended for transplantation across EU member states.
  • B. Directive 2013/37/EU
    Directive 2013/37/EU is a European Union law that updated and expanded the rules on the re-use of public sector information to promote transparency, innovation, and economic activity across the EU.
  • C. Directive (EU) 2016/2341
    Directive (EU) 2016/2341, known as the IORP II Directive, is an EU legislative act that sets prudential, governance, and information requirements for institutions for occupational retirement provision across the European Union.
  • D. Directive (EU) 2019/1024
    Directive (EU) 2019/1024 is a European Union law that modernizes and expands rules on the open use and re-use of public sector and publicly funded data, forming the core of the EU’s Open Data Directive framework.
  • E. National Energy Conservation Policy Act
    The National Energy Conservation Policy Act is a U.S. federal law enacted in 1978 that promotes energy efficiency and conservation through measures such as building standards, federal energy management programs, and incentives for energy-saving technologies.
  • 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.