Triple

T8473610
Position Surface form Disambiguated ID Type / Status
Subject 2019 Refinement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories E200336 entity
Predicate relatedTo P37 FINISHED
Object Paris Agreement enhanced transparency framework E165717 NE FINISHED

How this triple was built (2 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: Paris Agreement enhanced transparency framework | Statement: [2019 Refinement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories, relatedTo, Paris Agreement enhanced transparency framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paris Agreement enhanced transparency framework
Context triple: [2019 Refinement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories, relatedTo, Paris Agreement enhanced transparency framework]
  • A. UNFCCC transparency framework chosen
    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.
  • B. Paris Agreement rulebook
    The Paris Agreement rulebook is the detailed set of guidelines and procedures that operationalize the Paris climate accord by specifying how countries report, track, and strengthen their climate commitments.
  • C. Glasgow Climate Pact
    The Glasgow Climate Pact is an international climate agreement adopted at the 2021 UN climate summit (COP26) that strengthens global commitments to limit warming, accelerate emissions cuts, and scale up climate finance and adaptation efforts.
  • D. Paris Agreement
    The Paris Agreement is a landmark international treaty under the United Nations Framework Convention on Climate Change that commits countries to limit global warming to well below 2°C, pursuing efforts to stay under 1.5°C through nationally determined emissions-reduction plans.
  • E. Parties to the Paris Agreement
    Parties to the Paris Agreement are the countries and regional organizations that have joined the global climate accord and committed to collective action to limit global warming and address climate change.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69ca831a4f348190bfdd09250e86ae35 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cbe4f7328481909ad19bcf8d182022 completed March 31, 2026, 3:15 p.m.
NED1 Entity disambiguation (via context triple) batch_69ce3a057b6c8190ad592110ca393ee2 completed April 2, 2026, 9:42 a.m.
Created at: March 30, 2026, 6:11 p.m.