Triple

T4616593
Position Surface form Disambiguated ID Type / Status
Subject ISO 14000 family E100882 entity
Predicate includesStandard P19701 FINISHED
Object 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.
 E467978 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: ISO 14097 | Statement: [ISO 14000 family, includesStandard, ISO 14097]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ISO 14097
Context triple: [ISO 14000 family, includesStandard, ISO 14097]
  • A. ISO 14090
    ISO 14090 is an international standard that provides principles and guidelines for climate change adaptation planning and implementation.
  • B. ISO 14065
    ISO 14065 is an international standard that specifies requirements for bodies that validate and verify greenhouse gas emissions and other environmental information to ensure competence, consistency, and impartiality.
  • C. 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.
  • D. ISO 10957
    ISO 10957 is the international standard that defines the International Standard Music Number (ISMN) system used to uniquely identify printed music publications worldwide.
  • E. 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.
  • 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: ISO 14097
Triple: [ISO 14000 family, includesStandard, ISO 14097]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ISO 14097
Target entity description: 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.
  • A. ISO 14090
    ISO 14090 is an international standard that provides principles and guidelines for climate change adaptation planning and implementation.
  • B. ISO 14065
    ISO 14065 is an international standard that specifies requirements for bodies that validate and verify greenhouse gas emissions and other environmental information to ensure competence, consistency, and impartiality.
  • C. 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.
  • D. ISO 10957
    ISO 10957 is the international standard that defines the International Standard Music Number (ISMN) system used to uniquely identify printed music publications worldwide.
  • E. 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.
  • 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_69bd43cf363c819087fd5ab441b4a3f4 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd59df3c3c8190be5db000f831d322 completed March 20, 2026, 2:29 p.m.
NED1 Entity disambiguation (via context triple) batch_69be399de7248190ba4cde67ff4cbff4 completed March 21, 2026, 6:24 a.m.
NEDg Description generation batch_69be3d05281481909a74ffb38fb5eb31 completed March 21, 2026, 6:39 a.m.
NED2 Entity disambiguation (via description) batch_69be3dc3ce048190a725ea4b8e8a1ad4 completed March 21, 2026, 6:42 a.m.
Created at: March 20, 2026, 1:12 p.m.