Triple

T4582290
Position Surface form Disambiguated ID Type / Status
Subject NDCs E101881 entity
Predicate replacedConcept P34931 FINISHED
Object Intended Nationally Determined Contributions E101881 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: Intended Nationally Determined Contributions | Statement: [NDCs, replacedConcept, Intended Nationally Determined Contributions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Intended Nationally Determined Contributions
Context triple: [NDCs, replacedConcept, Intended Nationally Determined Contributions]
  • A. NDCs chosen
    NDCs (Nationally Determined Contributions) are the climate action plans submitted by countries outlining their commitments to reduce greenhouse gas emissions and adapt to climate impacts under the Paris Agreement.
  • B. U.S. Nationally Determined Contribution
    The U.S. Nationally Determined Contribution is the United States’ formal climate pledge under the Paris Agreement, outlining its targets and strategies for reducing greenhouse gas emissions and enhancing climate resilience.
  • C. 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.
  • 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. 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_69bd43d4ce208190b53158c882b222e3 completed March 20, 2026, 12:55 p.m.
NER Named-entity recognition batch_69bd62334e4081908ad7ad18d759663d completed March 20, 2026, 3:05 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdfa2bfb1081909253a7d7519efc3e completed March 21, 2026, 1:53 a.m.
Created at: March 20, 2026, 1:10 p.m.