Triple

T18749914
Position Surface form Disambiguated ID Type / Status
Subject ISO 14006 E458500 entity
Predicate hasFullTitle P1116 FINISHED
Object Environmental management systems — Guidelines for incorporating ecodesign
"Environmental management systems — Guidelines for incorporating ecodesign" is an international ISO standard that provides guidance on integrating ecodesign principles into an organization’s environmental management system to improve the environmental performance of products.
E100882 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: Environmental management systems — Guidelines for incorporating ecodesign | Statement: [ISO 14006, hasFullTitle, Environmental management systems — Guidelines for incorporating ecodesign]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Environmental management systems — Guidelines for incorporating ecodesign
Context triple: [ISO 14006, hasFullTitle, Environmental management systems — Guidelines for incorporating ecodesign]
  • A. ISO 14040 series
    The ISO 14040 series is a set of international standards that define principles and frameworks for conducting life cycle assessment (LCA) of products and services within environmental management.
  • B. ISO 14031
    ISO 14031 is an international standard that provides guidelines for organizations to evaluate and improve their environmental performance using appropriate indicators and assessment methods.
  • C. ISO 14020 series
    The ISO 14020 series is a set of international standards that provide principles and procedures for environmental labels and declarations used in product and service communication.
  • D. ISO 14097
    ISO 14097 is an international standard that provides a framework for assessing and reporting the climate-related financial impacts and performance of investments and financing activities.
  • E. ISO 14000 family
    The ISO 14000 family is a series of international standards that provide organizations with frameworks and tools for establishing, implementing, and improving environmental management systems and performance.
  • 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: Environmental management systems — Guidelines for incorporating ecodesign
Triple: [ISO 14006, hasFullTitle, Environmental management systems — Guidelines for incorporating ecodesign]
Generated description
"Environmental management systems — Guidelines for incorporating ecodesign" is an international ISO standard that provides guidance on integrating ecodesign principles into an organization’s environmental management system to improve the environmental performance of products.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Environmental management systems — Guidelines for incorporating ecodesign
Target entity description: "Environmental management systems — Guidelines for incorporating ecodesign" is an international ISO standard that provides guidance on integrating ecodesign principles into an organization’s environmental management system to improve the environmental performance of products.
  • A. ISO 14040 series
    The ISO 14040 series is a set of international standards that define principles and frameworks for conducting life cycle assessment (LCA) of products and services within environmental management.
  • B. ISO 14031
    ISO 14031 is an international standard that provides guidelines for organizations to evaluate and improve their environmental performance using appropriate indicators and assessment methods.
  • C. ISO 14020 series
    The ISO 14020 series is a set of international standards that provide principles and procedures for environmental labels and declarations used in product and service communication.
  • D. ISO 14097
    ISO 14097 is an international standard that provides a framework for assessing and reporting the climate-related financial impacts and performance of investments and financing activities.
  • E. ISO 14000 family chosen
    The ISO 14000 family is a series of international standards that provide organizations with frameworks and tools for establishing, implementing, and improving environmental management systems and performance.
  • 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_69d8d394dc308190b6725073f5db324c completed April 10, 2026, 10:40 a.m.
NER Named-entity recognition batch_69e579ec71cc8190bb6d3fa6cca6dc8c completed April 20, 2026, 12:57 a.m.
NED1 Entity disambiguation (via context triple) batch_6a053d350fbc81909969b6fa502af370 completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a05414a5b6c81908da562c6322e000d completed May 14, 2026, 3:28 a.m.
NED2 Entity disambiguation (via description) batch_6a054217f8cc8190810d9f99ee6a5f9c completed May 14, 2026, 3:31 a.m.
Created at: April 10, 2026, 11:51 a.m.