Triple

T20549825
Position Surface form Disambiguated ID Type / Status
Subject Long-term Cooperative Action track E504566 entity
Predicate successorProcess P14944 FINISHED
Object Ad Hoc Working Group on the Durban Platform for Enhanced Action
The Ad Hoc Working Group on the Durban Platform for Enhanced Action was a UNFCCC negotiating body tasked with developing the global climate agreement that became the Paris Agreement, focusing on strengthening international efforts to mitigate and adapt to climate change.
E1437793 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: Ad Hoc Working Group on the Durban Platform for Enhanced Action | Statement: [Long-term Cooperative Action track, successorProcess, Ad Hoc Working Group on the Durban Platform for Enhanced Action]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ad Hoc Working Group on the Durban Platform for Enhanced Action
Context triple: [Long-term Cooperative Action track, successorProcess, Ad Hoc Working Group on the Durban Platform for Enhanced Action]
  • A. Durban Platform for Enhanced Action
    The Durban Platform for Enhanced Action is a UN climate change negotiation framework established to develop a new global agreement with legal force for all countries to reduce greenhouse gas emissions beyond 2020.
  • B. Ad Hoc Open-ended Working Group on the Review of Implementation of the Convention
    The Ad Hoc Open-ended Working Group on the Review of Implementation of the Convention is a subsidiary body under the Convention on Biological Diversity tasked with assessing and improving how parties implement the treaty’s provisions and commitments.
  • C. Ad Hoc Working Group on Long-term Cooperative Action under the Convention
    The Ad Hoc Working Group on Long-term Cooperative Action under the Convention was a UNFCCC negotiating body tasked with developing comprehensive climate change mitigation, adaptation, finance, and technology arrangements for the post-2012 period.
  • D. Ad Hoc Working Group on Further Commitments for Annex I Parties under the Kyoto Protocol
    The Ad Hoc Working Group on Further Commitments for Annex I Parties under the Kyoto Protocol was a subsidiary body under the UN climate regime tasked with negotiating and defining new emission reduction commitments for developed countries beyond the Kyoto Protocol’s initial commitment period.
  • E. Ad Hoc Open-ended Working Group on Article 8(j) and Related Provisions
    The Ad Hoc Open-ended Working Group on Article 8(j) and Related Provisions is a subsidiary body under the Convention on Biological Diversity that focuses on the rights, knowledge, and participation of Indigenous peoples and local communities in biodiversity conservation and sustainable use.
  • 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: Ad Hoc Working Group on the Durban Platform for Enhanced Action
Triple: [Long-term Cooperative Action track, successorProcess, Ad Hoc Working Group on the Durban Platform for Enhanced Action]
Generated description
The Ad Hoc Working Group on the Durban Platform for Enhanced Action was a UNFCCC negotiating body tasked with developing the global climate agreement that became the Paris Agreement, focusing on strengthening international efforts to mitigate and adapt to climate change.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ad Hoc Working Group on the Durban Platform for Enhanced Action
Target entity description: The Ad Hoc Working Group on the Durban Platform for Enhanced Action was a UNFCCC negotiating body tasked with developing the global climate agreement that became the Paris Agreement, focusing on strengthening international efforts to mitigate and adapt to climate change.
  • A. Durban Platform for Enhanced Action
    The Durban Platform for Enhanced Action is a UN climate change negotiation framework established to develop a new global agreement with legal force for all countries to reduce greenhouse gas emissions beyond 2020.
  • B. Ad Hoc Open-ended Working Group on the Review of Implementation of the Convention
    The Ad Hoc Open-ended Working Group on the Review of Implementation of the Convention is a subsidiary body under the Convention on Biological Diversity tasked with assessing and improving how parties implement the treaty’s provisions and commitments.
  • C. Ad Hoc Working Group on Long-term Cooperative Action under the Convention
    The Ad Hoc Working Group on Long-term Cooperative Action under the Convention was a UNFCCC negotiating body tasked with developing comprehensive climate change mitigation, adaptation, finance, and technology arrangements for the post-2012 period.
  • D. Ad Hoc Working Group on Further Commitments for Annex I Parties under the Kyoto Protocol
    The Ad Hoc Working Group on Further Commitments for Annex I Parties under the Kyoto Protocol was a subsidiary body under the UN climate regime tasked with negotiating and defining new emission reduction commitments for developed countries beyond the Kyoto Protocol’s initial commitment period.
  • E. Ad Hoc Open-ended Working Group on Article 8(j) and Related Provisions
    The Ad Hoc Open-ended Working Group on Article 8(j) and Related Provisions is a subsidiary body under the Convention on Biological Diversity that focuses on the rights, knowledge, and participation of Indigenous peoples and local communities in biodiversity conservation and sustainable use.
  • 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_69e0b4b52c048190952b4d0f430813a3 completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a5d739bc8190b2bf60f82d2ade0c completed April 20, 2026, 10:16 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08a56f9a648190a5c22d31f2d149a7 completed May 16, 2026, 5:12 p.m.
NEDg Description generation batch_6a08a630ab70819082eeb53aa80bc7fd completed May 16, 2026, 5:15 p.m.
NED2 Entity disambiguation (via description) batch_6a08a6aad1bc8190a3c470c34d4434f6 completed May 16, 2026, 5:17 p.m.
Created at: April 16, 2026, 11:38 a.m.