Triple

T18750039
Position Surface form Disambiguated ID Type / Status
Subject ISO 14064-2 E458502 entity
Predicate fullName P16 FINISHED
Object ISO 14064-2: Specification with guidance at the project level for quantification, monitoring and reporting of greenhouse gas emission reductions or removal enhancements
ISO 14064-2 is an international standard that provides requirements and guidance for designing, implementing, and reporting greenhouse gas emission reduction or removal enhancement projects.
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 14064-2: Specification with guidance at the project level for quantification, monitoring and reporting of greenhouse gas emission reductions or removal enhancements | Statement: [ISO 14064-2, fullName, ISO 14064-2: Specification with guidance at the project level for quantification, monitoring and reporting of greenhouse gas emission reductions or removal enhancements]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: ISO 14064-2: Specification with guidance at the project level for quantification, monitoring and reporting of greenhouse gas emission reductions or removal enhancements
Context triple: [ISO 14064-2, fullName, ISO 14064-2: Specification with guidance at the project level for quantification, monitoring and reporting of greenhouse gas emission reductions or removal enhancements]
  • A. 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.
  • B. IPCC Guidelines for National Greenhouse Gas Inventories
    The IPCC Guidelines for National Greenhouse Gas Inventories are internationally agreed methodological standards that countries use to estimate and report their greenhouse gas emissions and removals for climate change reporting.
  • 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. 2019 Refinement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories
    The 2019 Refinement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories is an update that provides improved methodologies and guidance for countries to more accurately estimate and report their greenhouse gas emissions and removals.
  • E. ISO 14067
    ISO 14067 is an international standard that specifies principles, requirements, and guidelines for quantifying and reporting the carbon footprint of products throughout their life cycle.
  • 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 14064-2: Specification with guidance at the project level for quantification, monitoring and reporting of greenhouse gas emission reductions or removal enhancements
Triple: [ISO 14064-2, fullName, ISO 14064-2: Specification with guidance at the project level for quantification, monitoring and reporting of greenhouse gas emission reductions or removal enhancements]
Generated description
ISO 14064-2 is an international standard that provides requirements and guidance for designing, implementing, and reporting greenhouse gas emission reduction or removal enhancement projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: ISO 14064-2: Specification with guidance at the project level for quantification, monitoring and reporting of greenhouse gas emission reductions or removal enhancements
Target entity description: ISO 14064-2 is an international standard that provides requirements and guidance for designing, implementing, and reporting greenhouse gas emission reduction or removal enhancement projects.
  • A. ISO 14064 series chosen
    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.
  • B. IPCC Guidelines for National Greenhouse Gas Inventories
    The IPCC Guidelines for National Greenhouse Gas Inventories are internationally agreed methodological standards that countries use to estimate and report their greenhouse gas emissions and removals for climate change reporting.
  • 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. 2019 Refinement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories
    The 2019 Refinement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories is an update that provides improved methodologies and guidance for countries to more accurately estimate and report their greenhouse gas emissions and removals.
  • E. ISO 14067
    ISO 14067 is an international standard that specifies principles, requirements, and guidelines for quantifying and reporting the carbon footprint of products throughout their life cycle.
  • 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_6a05470cbad081908db660e4f265d15e completed May 14, 2026, 3:52 a.m.
NEDg Description generation batch_6a054a07ae588190add42f9fcaafe771 completed May 14, 2026, 4:05 a.m.
NED2 Entity disambiguation (via description) batch_6a054c35fd88819087aebb97da3d83e4 completed May 14, 2026, 4:14 a.m.
Created at: April 10, 2026, 11:51 a.m.