Triple

T19259764
Position Surface form Disambiguated ID Type / Status
Subject ATEX Directive E481613 entity
Predicate basedOn P98 FINISHED
Object New Approach to technical harmonisation and standards
The New Approach to technical harmonisation and standards is an EU regulatory framework that sets essential safety and performance requirements in legislation while delegating detailed technical specifications to harmonised European standards.
E1366983 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: New Approach to technical harmonisation and standards | Statement: [ATEX Directive, basedOn, New Approach to technical harmonisation and standards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Approach to technical harmonisation and standards
Context triple: [ATEX Directive, basedOn, New Approach to technical harmonisation and standards]
  • A. Global Technical Regulations under the 1998 Agreement
    Global Technical Regulations under the 1998 Agreement are internationally harmonized vehicle safety and environmental standards adopted by participating countries to ensure consistent regulatory requirements worldwide.
  • B. European Cooperation for Space Standardization
    The European Cooperation for Space Standardization (ECSS) is an organization that develops and maintains common technical standards to harmonize and improve the quality and reliability of space activities across European space agencies and industry.
  • C. ISO global relevance policy in technical work
    The ISO global relevance policy in technical work is a guiding framework that ensures International Organization for Standardization standards are globally applicable, inclusive of diverse market needs, and free from unnecessary regional bias.
  • D. International Standard for Code Compliance by Signatories
    The International Standard for Code Compliance by Signatories is a WADA regulatory document that sets detailed requirements and procedures to ensure that all organizations bound by the World Anti-Doping Code properly implement and enforce its anti-doping rules.
  • E. European Union type-approval framework
    The European Union type-approval framework is a harmonized regulatory system that sets common technical and safety standards vehicles must meet to be sold and registered across EU member states.
  • 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: New Approach to technical harmonisation and standards
Triple: [ATEX Directive, basedOn, New Approach to technical harmonisation and standards]
Generated description
The New Approach to technical harmonisation and standards is an EU regulatory framework that sets essential safety and performance requirements in legislation while delegating detailed technical specifications to harmonised European standards.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Approach to technical harmonisation and standards
Target entity description: The New Approach to technical harmonisation and standards is an EU regulatory framework that sets essential safety and performance requirements in legislation while delegating detailed technical specifications to harmonised European standards.
  • A. Global Technical Regulations under the 1998 Agreement
    Global Technical Regulations under the 1998 Agreement are internationally harmonized vehicle safety and environmental standards adopted by participating countries to ensure consistent regulatory requirements worldwide.
  • B. European Cooperation for Space Standardization
    The European Cooperation for Space Standardization (ECSS) is an organization that develops and maintains common technical standards to harmonize and improve the quality and reliability of space activities across European space agencies and industry.
  • C. ISO global relevance policy in technical work
    The ISO global relevance policy in technical work is a guiding framework that ensures International Organization for Standardization standards are globally applicable, inclusive of diverse market needs, and free from unnecessary regional bias.
  • D. International Standard for Code Compliance by Signatories
    The International Standard for Code Compliance by Signatories is a WADA regulatory document that sets detailed requirements and procedures to ensure that all organizations bound by the World Anti-Doping Code properly implement and enforce its anti-doping rules.
  • E. European Union type-approval framework
    The European Union type-approval framework is a harmonized regulatory system that sets common technical and safety standards vehicles must meet to be sold and registered across EU member states.
  • 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_69d8e8cd9d1081908a181d02b88b59b8 completed April 10, 2026, 12:10 p.m.
NER Named-entity recognition batch_69e5fb8858588190a04e2a01e43fb7b2 completed April 20, 2026, 10:10 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0705eb7c4c81909b3539889503669b completed May 15, 2026, 11:39 a.m.
NEDg Description generation batch_6a07070fe8688190a0abee0361a2abba completed May 15, 2026, 11:44 a.m.
NED2 Entity disambiguation (via description) batch_6a070bcdf19c8190a4f734052d5f3573 completed May 15, 2026, 12:04 p.m.
Created at: April 10, 2026, 1:28 p.m.