Triple

T18750019
Position Surface form Disambiguated ID Type / Status
Subject ISO 14064 series E458502 entity
Predicate hasPart P35 FINISHED
Object ISO 14064-3
ISO 14064-3 is an international standard that specifies principles and requirements for validating and verifying greenhouse gas assertions.
E1344900 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 14064-3 | Statement: [ISO 14064 series, hasPart, ISO 14064-3]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISO 14064-3
Context triple: [ISO 14064 series, hasPart, ISO 14064-3]
  • A. ISO 14064-2
    ISO 14064-2 is an international standard that provides principles and requirements for quantifying, monitoring, and reporting greenhouse gas emission reductions or removal enhancements at the project level.
  • B. 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.
  • C. ISO 14027
    ISO 14027 is an international standard that provides principles, requirements, and guidelines for developing and using product category rules (PCR) for environmental product declarations.
  • D. 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.
  • E. ISO 14066
    ISO 14066 is an international standard that specifies competence requirements for teams validating and verifying greenhouse gas assertions within the ISO 14064 series framework.
  • 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 14064-3
Triple: [ISO 14064 series, hasPart, ISO 14064-3]
Generated description
ISO 14064-3 is an international standard that specifies principles and requirements for validating and verifying greenhouse gas assertions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ISO 14064-3
Target entity description: ISO 14064-3 is an international standard that specifies principles and requirements for validating and verifying greenhouse gas assertions.
  • A. ISO 14064-2
    ISO 14064-2 is an international standard that provides principles and requirements for quantifying, monitoring, and reporting greenhouse gas emission reductions or removal enhancements at the project level.
  • B. 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.
  • C. ISO 14027
    ISO 14027 is an international standard that provides principles, requirements, and guidelines for developing and using product category rules (PCR) for environmental product declarations.
  • D. 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.
  • E. ISO 14066
    ISO 14066 is an international standard that specifies competence requirements for teams validating and verifying greenhouse gas assertions within the ISO 14064 series framework.
  • 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_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_6a055bb46ef88190a5da0f3f7ebb3a38 completed May 14, 2026, 5:20 a.m.
NEDg Description generation batch_6a055d8ac7cc81909fe88b26c568bbde completed May 14, 2026, 5:28 a.m.
NED2 Entity disambiguation (via description) batch_6a055dbba9a481909a8c7c4c6bdab27f completed May 14, 2026, 5:29 a.m.
Created at: April 10, 2026, 11:51 a.m.