Triple

T1445688
Position Surface form Disambiguated ID Type / Status
Subject U.S. Nationally Determined Contribution E31170 entity
Predicate monitoredBy P752 FINISHED
Object 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.
E165717 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: UNFCCC transparency framework | Statement: [U.S. Nationally Determined Contribution, monitoredBy, UNFCCC transparency framework]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: UNFCCC transparency framework
Context triple: [U.S. Nationally Determined Contribution, monitoredBy, UNFCCC transparency framework]
  • A. 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.
  • B. United Nations Framework Convention on Climate Change
    The United Nations Framework Convention on Climate Change is a global environmental treaty that provides the foundational legal framework for international cooperation to address climate change and its impacts.
  • C. UNFCCC Secretariat
    The UNFCCC Secretariat is the United Nations body that supports and coordinates international climate change negotiations and implementation under the UN Framework Convention on Climate Change and its related agreements.
  • D. 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.
  • E. Emissions Gap Report
    The Emissions Gap Report is an annual United Nations Environment Programme assessment that evaluates the difference between current greenhouse gas reduction pledges and the emission cuts needed to meet global climate goals, particularly the Paris Agreement targets.
  • 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: UNFCCC transparency framework
Triple: [U.S. Nationally Determined Contribution, monitoredBy, UNFCCC transparency framework]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: UNFCCC transparency framework
Target entity description: 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.
  • A. 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.
  • B. United Nations Framework Convention on Climate Change
    The United Nations Framework Convention on Climate Change is a global environmental treaty that provides the foundational legal framework for international cooperation to address climate change and its impacts.
  • C. UNFCCC Secretariat
    The UNFCCC Secretariat is the United Nations body that supports and coordinates international climate change negotiations and implementation under the UN Framework Convention on Climate Change and its related agreements.
  • D. 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.
  • E. Emissions Gap Report
    The Emissions Gap Report is an annual United Nations Environment Programme assessment that evaluates the difference between current greenhouse gas reduction pledges and the emission cuts needed to meet global climate goals, particularly the Paris Agreement targets.
  • 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_69a4991633388190a4d61b5a98aa407a completed March 1, 2026, 7:52 p.m.
NER Named-entity recognition batch_69a4c55714588190a95b4f677c21cbaa completed March 1, 2026, 11:01 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad08c046b08190a448ba2549dc5e00 completed March 8, 2026, 5:27 a.m.
NEDg Description generation batch_69ad09ec3b388190b492e8959a3617c9 completed March 8, 2026, 5:32 a.m.
NED2 Entity disambiguation (via description) batch_69ad0aefb1c88190a368d68454a0b9d0 completed March 8, 2026, 5:36 a.m.
Created at: March 1, 2026, 8 p.m.