Triple

T5678833
Position Surface form Disambiguated ID Type / Status
Subject European Standardization System E125150 entity
Predicate relatedTo P37 FINISHED
Object New Approach to technical harmonization and standards
The New Approach to technical harmonization and standards is an EU regulatory framework that sets essential safety and performance requirements while delegating detailed technical specifications to European standardization bodies.
E125150 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 harmonization and standards | Statement: [European Standardization System, relatedTo, New Approach to technical harmonization and standards]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: New Approach to technical harmonization and standards
Context triple: [European Standardization System, relatedTo, New Approach to technical harmonization 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. 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.
  • C. 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.
  • D. European Standardization System
    The European Standardization System is the coordinated framework of European organizations that develop and harmonize technical standards to support the EU single market, interoperability, and regulatory policies.
  • E. APEC Sub-Committee on Standards and Conformance
    The APEC Sub-Committee on Standards and Conformance is a specialized APEC body that works to harmonize standards, technical regulations, and conformity assessment procedures among member economies to facilitate regional trade.
  • 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 harmonization and standards
Triple: [European Standardization System, relatedTo, New Approach to technical harmonization and standards]
Generated description
The New Approach to technical harmonization and standards is an EU regulatory framework that sets essential safety and performance requirements while delegating detailed technical specifications to European standardization bodies.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: New Approach to technical harmonization and standards
Target entity description: The New Approach to technical harmonization and standards is an EU regulatory framework that sets essential safety and performance requirements while delegating detailed technical specifications to European standardization bodies.
  • 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. 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.
  • C. 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.
  • D. European Standardization System chosen
    The European Standardization System is the coordinated framework of European organizations that develop and harmonize technical standards to support the EU single market, interoperability, and regulatory policies.
  • E. APEC Sub-Committee on Standards and Conformance
    The APEC Sub-Committee on Standards and Conformance is a specialized APEC body that works to harmonize standards, technical regulations, and conformity assessment procedures among member economies to facilitate regional trade.
  • F. None of above.

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_69c008295c808190acfe78915e7d656a completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0239437108190ad6a5a14636b4597 completed March 22, 2026, 5:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69c04dbdd91c8190b2a36d3b2630aa9f completed March 22, 2026, 8:14 p.m.
NEDg Description generation batch_69c04ee0ee6c81908f5959bdba54a7ec completed March 22, 2026, 8:19 p.m.
NED2 Entity disambiguation (via description) batch_69c04fb8ddfc8190a95b86972e659403 completed March 22, 2026, 8:23 p.m.
Created at: March 22, 2026, 3:44 p.m.