Triple

T7111533
Position Surface form Disambiguated ID Type / Status
Subject UNFCCC transparency framework E165717 entity
Predicate includesInstrument P1393 FINISHED
Object National Inventory Reports of greenhouse gases
National Inventory Reports of greenhouse gases are standardized country reports submitted under the UN climate regime that quantify and document national greenhouse gas emissions and removals for transparency and accountability.
E642168 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: National Inventory Reports of greenhouse gases | Statement: [UNFCCC transparency framework, includesInstrument, National Inventory Reports of greenhouse gases]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: National Inventory Reports of greenhouse gases
Context triple: [UNFCCC transparency framework, includesInstrument, National Inventory Reports of greenhouse gases]
  • A. Inventory of U.S. Greenhouse Gas Emissions and Sinks
    The Inventory of U.S. Greenhouse Gas Emissions and Sinks is an official annual report that quantifies and analyzes the nation’s greenhouse gas emissions and removals across economic sectors to track progress and inform climate policy.
  • B. Task Force on National Greenhouse Gas Inventories
    The Task Force on National Greenhouse Gas Inventories is an expert body that develops internationally accepted methodologies and guidelines for countries to estimate and report their greenhouse gas emissions and removals.
  • C. 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.
  • D. 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.
  • E. Global Environment Outlook reports
    Global Environment Outlook reports are comprehensive assessments produced by the United Nations Environment Programme that analyze the state of the global environment, emerging trends, and policy options for sustainable development.
  • 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: National Inventory Reports of greenhouse gases
Triple: [UNFCCC transparency framework, includesInstrument, National Inventory Reports of greenhouse gases]
Generated description
National Inventory Reports of greenhouse gases are standardized country reports submitted under the UN climate regime that quantify and document national greenhouse gas emissions and removals for transparency and accountability.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: National Inventory Reports of greenhouse gases
Target entity description: National Inventory Reports of greenhouse gases are standardized country reports submitted under the UN climate regime that quantify and document national greenhouse gas emissions and removals for transparency and accountability.
  • A. Inventory of U.S. Greenhouse Gas Emissions and Sinks
    The Inventory of U.S. Greenhouse Gas Emissions and Sinks is an official annual report that quantifies and analyzes the nation’s greenhouse gas emissions and removals across economic sectors to track progress and inform climate policy.
  • B. Task Force on National Greenhouse Gas Inventories
    The Task Force on National Greenhouse Gas Inventories is an expert body that develops internationally accepted methodologies and guidelines for countries to estimate and report their greenhouse gas emissions and removals.
  • C. 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.
  • D. 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.
  • E. Global Environment Outlook reports
    Global Environment Outlook reports are comprehensive assessments produced by the United Nations Environment Programme that analyze the state of the global environment, emerging trends, and policy options for sustainable development.
  • 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_69c6888120f081908f8f01b201dc4a4c completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e5ecd4488190bf19e42de55da98b completed March 27, 2026, 8:17 p.m.
NED1 Entity disambiguation (via context triple) batch_69c79cb8d4988190945516cee5d6d53b completed March 28, 2026, 9:17 a.m.
NEDg Description generation batch_69c79d3feacc819097887064a7439340 completed March 28, 2026, 9:20 a.m.
NED2 Entity disambiguation (via description) batch_69c79df5844c8190bf487ca5737d325c completed March 28, 2026, 9:23 a.m.
Created at: March 27, 2026, 2:43 p.m.