Triple

T1701622
Position Surface form Disambiguated ID Type / Status
Subject Task Force on National Greenhouse Gas Inventories E36778 entity
Predicate product P490 FINISHED
Object Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories
Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories is an IPCC methodological report that provides internationally agreed guidance on improving the quality, transparency, and uncertainty assessment of national greenhouse gas emission inventories.
E196370 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: Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories | Statement: [Task Force on National Greenhouse Gas Inventories, product, Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories
Context triple: [Task Force on National Greenhouse Gas Inventories, product, Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories]
  • A. 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.
  • 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. 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.
  • D. UNFCCC transparency framework
    The UNFCCC transparency framework is an international system under the Paris Agreement that requires countries to regularly report and review their greenhouse gas emissions, climate actions, and progress toward their climate targets.
  • E. IPCC Principles and Procedures
    The IPCC Principles and Procedures are the formal rules and guidelines that govern how the Intergovernmental Panel on Climate Change conducts its assessments, reviews, and decision-making processes.
  • 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: Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories
Triple: [Task Force on National Greenhouse Gas Inventories, product, Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories]
Generated description
Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories is an IPCC methodological report that provides internationally agreed guidance on improving the quality, transparency, and uncertainty assessment of national greenhouse gas emission inventories.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories
Target entity description: Good Practice Guidance and Uncertainty Management in National Greenhouse Gas Inventories is an IPCC methodological report that provides internationally agreed guidance on improving the quality, transparency, and uncertainty assessment of national greenhouse gas emission inventories.
  • A. IPCC Guidelines for National Greenhouse Gas Inventories chosen
    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.
  • 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. 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.
  • D. UNFCCC transparency framework
    The UNFCCC transparency framework is an international system under the Paris Agreement that requires countries to regularly report and review their greenhouse gas emissions, climate actions, and progress toward their climate targets.
  • E. IPCC Principles and Procedures
    The IPCC Principles and Procedures are the formal rules and guidelines that govern how the Intergovernmental Panel on Climate Change conducts its assessments, reviews, and decision-making processes.
  • 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_69a886163dec8190859c514232a37a05 completed March 4, 2026, 7:20 p.m.
NER Named-entity recognition batch_69aa62d6c7c88190998ce97d65395280 completed March 6, 2026, 5:15 a.m.
NED1 Entity disambiguation (via context triple) batch_69ada97a55948190b4c58503d53132f0 completed March 8, 2026, 4:53 p.m.
NEDg Description generation batch_69adaab1fb6881908e0711ae1b69e2e5 completed March 8, 2026, 4:58 p.m.
NED2 Entity disambiguation (via description) batch_69adae9fdd3081908b1d9d7335cab1bd completed March 8, 2026, 5:15 p.m.
Created at: March 4, 2026, 7:30 p.m.