Triple

T6108094
Position Surface form Disambiguated ID Type / Status
Subject United States–Canada environmental cooperation E136164 entity
Predicate implementedBy P172 FINISHED
Object 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.
E568855 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: Bilateral Working Group on Climate Change | Statement: [United States–Canada environmental cooperation, implementedBy, Bilateral Working Group on Climate Change]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bilateral Working Group on Climate Change
Context triple: [United States–Canada environmental cooperation, implementedBy, Bilateral Working Group on Climate Change]
  • A. Intergovernmental Negotiating Committee for a Framework Convention on Climate Change
    The Intergovernmental Negotiating Committee for a Framework Convention on Climate Change was the UN body responsible for drafting and negotiating the original global climate change treaty that became the United Nations Framework Convention on Climate Change (UNFCCC).
  • B. Meeting of the Parties to the Kyoto Protocol
    The Meeting of the Parties to the Kyoto Protocol is the formal governing body of countries that have ratified the Kyoto Protocol, where they negotiate, review, and make decisions on its implementation and future commitments.
  • C. Parties to the United Nations Framework Convention on Climate Change
    Parties to the United Nations Framework Convention on Climate Change are the countries and regional organizations that have ratified the UN climate treaty and collectively negotiate and implement global climate action under its framework.
  • D. Conference of the Parties to the UNFCCC
    The Conference of the Parties to the UNFCCC is the supreme decision-making body of the UN climate convention, where countries meet regularly to negotiate and adopt global climate change agreements and rules.
  • E. US–UK Bilateral Working Groups
    The US–UK Bilateral Working Groups are joint forums where the United States and United Kingdom coordinate on specific policy areas to strengthen and manage their close diplomatic, security, and economic relationship.
  • 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: Bilateral Working Group on Climate Change
Triple: [United States–Canada environmental cooperation, implementedBy, Bilateral Working Group on Climate Change]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bilateral Working Group on Climate Change
Target entity description: 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.
  • A. Intergovernmental Negotiating Committee for a Framework Convention on Climate Change
    The Intergovernmental Negotiating Committee for a Framework Convention on Climate Change was the UN body responsible for drafting and negotiating the original global climate change treaty that became the United Nations Framework Convention on Climate Change (UNFCCC).
  • B. Meeting of the Parties to the Kyoto Protocol
    The Meeting of the Parties to the Kyoto Protocol is the formal governing body of countries that have ratified the Kyoto Protocol, where they negotiate, review, and make decisions on its implementation and future commitments.
  • C. Parties to the United Nations Framework Convention on Climate Change
    Parties to the United Nations Framework Convention on Climate Change are the countries and regional organizations that have ratified the UN climate treaty and collectively negotiate and implement global climate action under its framework.
  • D. Conference of the Parties to the UNFCCC
    The Conference of the Parties to the UNFCCC is the supreme decision-making body of the UN climate convention, where countries meet regularly to negotiate and adopt global climate change agreements and rules.
  • E. US–UK Bilateral Working Groups
    The US–UK Bilateral Working Groups are joint forums where the United States and United Kingdom coordinate on specific policy areas to strengthen and manage their close diplomatic, security, and economic relationship.
  • 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_69c0087dee9881909e3655be88208c01 completed March 22, 2026, 3:19 p.m.
NER Named-entity recognition batch_69c05b81fad081909b622cafc6d51249 completed March 22, 2026, 9:13 p.m.
NED1 Entity disambiguation (via context triple) batch_69c1255b27a88190b45b664a2ba41166 completed March 23, 2026, 11:34 a.m.
NEDg Description generation batch_69c125ede4f88190989a5a40accd2745 completed March 23, 2026, 11:37 a.m.
NED2 Entity disambiguation (via description) batch_69c1268ffc7481909a9bd2be039dbf45 completed March 23, 2026, 11:40 a.m.
Created at: March 22, 2026, 4:13 p.m.