Triple

T10162586
Position Surface form Disambiguated ID Type / Status
Subject Bali Action Plan E233925 entity
Predicate launches P11671 FINISHED
Object 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.
E845592 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 Long-term Cooperative Action under the Convention | Statement: [Bali Action Plan, launches, Ad Hoc Working Group on Long-term Cooperative Action under the Convention]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ad Hoc Working Group on Long-term Cooperative Action under the Convention
Context triple: [Bali Action Plan, launches, Ad Hoc Working Group on Long-term Cooperative Action under the Convention]
  • A. 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.
  • B. 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.
  • C. Meeting of the Parties to the Nagoya Protocol on Access and Benefit-sharing
    The Meeting of the Parties to the Nagoya Protocol on Access and Benefit-sharing is the governing body where countries that have joined the protocol negotiate and oversee its implementation on the fair and equitable sharing of benefits arising from the use of genetic resources.
  • D. Bilateral Working Group on Climate Change
    The Bilateral Working Group on Climate Change is a joint U.S.–Canada body that coordinates and advances collaborative policies and initiatives to address climate change and related environmental issues.
  • E. Resolution on institutional and financial arrangements for international environmental cooperation
    The "Resolution on institutional and financial arrangements for international environmental cooperation" is a foundational United Nations decision that established key structures and funding mechanisms—most notably paving the way for the creation of the UN Environment Programme (UNEP)—to coordinate global efforts to address environmental issues.
  • 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 Long-term Cooperative Action under the Convention
Triple: [Bali Action Plan, launches, Ad Hoc Working Group on Long-term Cooperative Action under the Convention]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ad Hoc Working Group on Long-term Cooperative Action under the Convention
Target entity description: 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.
  • A. 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.
  • B. 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.
  • C. Meeting of the Parties to the Nagoya Protocol on Access and Benefit-sharing
    The Meeting of the Parties to the Nagoya Protocol on Access and Benefit-sharing is the governing body where countries that have joined the protocol negotiate and oversee its implementation on the fair and equitable sharing of benefits arising from the use of genetic resources.
  • D. Bilateral Working Group on Climate Change
    The Bilateral Working Group on Climate Change is a joint U.S.–Canada body that coordinates and advances collaborative policies and initiatives to address climate change and related environmental issues.
  • E. Resolution on institutional and financial arrangements for international environmental cooperation
    The "Resolution on institutional and financial arrangements for international environmental cooperation" is a foundational United Nations decision that established key structures and funding mechanisms—most notably paving the way for the creation of the UN Environment Programme (UNEP)—to coordinate global efforts to address environmental issues.
  • 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_69ca848e80748190b91d1e04d35512c7 completed March 30, 2026, 2:11 p.m.
NER Named-entity recognition batch_69cdec5b5194819095645e9174897b0f completed April 2, 2026, 4:11 a.m.
NED1 Entity disambiguation (via context triple) batch_69d300cc37dc8190b331c8d205f40284 completed April 6, 2026, 12:39 a.m.
NEDg Description generation batch_69d30254aabc8190966a4398c59a851e completed April 6, 2026, 12:46 a.m.
NED2 Entity disambiguation (via description) batch_69d30305924c8190998cbefa372dca9a completed April 6, 2026, 12:49 a.m.
Created at: March 30, 2026, 9:09 p.m.