Triple

T4616589
Position Surface form Disambiguated ID Type / Status
Subject ISO 14000 family E100882 entity
Predicate includesStandard P19701 FINISHED
Object ISO 14064 series
The ISO 14064 series is a set of international standards that provide principles and requirements for quantifying, monitoring, reporting, and verifying greenhouse gas emissions and removals at the organizational and project levels.
 E458502 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 14064 series | Statement: [ISO 14000 family, includesStandard, ISO 14064 series]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: ISO 14064 series
Context triple: [ISO 14000 family, includesStandard, ISO 14064 series]
  • A. 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.
  • B. ISO 14001
    ISO 14001 is an internationally recognized standard that specifies requirements for effective environmental management systems to help organizations improve environmental performance and comply with relevant regulations.
  • C. ISO 20121
    ISO 20121 is an international standard that provides a framework for managing and improving the sustainability of events and event-related activities.
  • D. ISO 26324
    ISO 26324 is the international standard that defines the structure, syntax, and functional framework of the Digital Object Identifier (DOI) system for uniquely identifying digital content.
  • E. ISO 2108
    ISO 2108 is the international standard that defines the structure and use of the International Standard Book Number (ISBN) system for identifying books and related publications.
  • 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 14064 series
Triple: [ISO 14000 family, includesStandard, ISO 14064 series]
Generated description
The ISO 14064 series is a set of international standards that provide principles and requirements for quantifying, monitoring, reporting, and verifying greenhouse gas emissions and removals at the organizational and project levels.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: ISO 14064 series
Target entity description: The ISO 14064 series is a set of international standards that provide principles and requirements for quantifying, monitoring, reporting, and verifying greenhouse gas emissions and removals at the organizational and project levels.
  • A. 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.
  • B. ISO 14001
    ISO 14001 is an internationally recognized standard that specifies requirements for effective environmental management systems to help organizations improve environmental performance and comply with relevant regulations.
  • C. ISO 20121
    ISO 20121 is an international standard that provides a framework for managing and improving the sustainability of events and event-related activities.
  • D. ISO 26324
    ISO 26324 is the international standard that defines the structure, syntax, and functional framework of the Digital Object Identifier (DOI) system for uniquely identifying digital content.
  • E. ISO 2108
    ISO 2108 is the international standard that defines the structure and use of the International Standard Book Number (ISBN) system for identifying books and related publications.
  • 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_69bdfa8da23881909ba4a70e9697f260 completed March 21, 2026, 1:55 a.m.
NEDg Description generation batch_69bdfc7b84108190af39c7780f702745 completed March 21, 2026, 2:03 a.m.
NED2 Entity disambiguation (via description) batch_69bdfd3856b48190a44f49da5fde38f6 completed March 21, 2026, 2:06 a.m.
Created at: March 20, 2026, 1:12 p.m.