Triple

T5238098
Position Surface form Disambiguated ID Type / Status
Subject 2010 United Nations Climate Change Conference E118272 entity
Predicate negotiationTrack P62317 FINISHED
Object Long-term Cooperative Action track
The Long-term Cooperative Action track was a negotiating stream under the UN climate change talks focused on broad, long-term international cooperation to address climate change, including mitigation, adaptation, finance, and technology transfer.
E504566 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: Long-term Cooperative Action track | Statement: [2010 United Nations Climate Change Conference, negotiationTrack, Long-term Cooperative Action track]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Long-term Cooperative Action track
Context triple: [2010 United Nations Climate Change Conference, negotiationTrack, Long-term Cooperative Action track]
  • A. Permanent Structured Cooperation
    Permanent Structured Cooperation is an EU defense framework that enables willing member states to deepen military collaboration, develop joint capabilities, and enhance the Union’s operational readiness.
  • B. Border Track
    Border Track is a popular long-distance walking trail in Lamington National Park, Queensland, known for its rainforest scenery and ridge-top views along the New South Wales–Queensland border.
  • C. Operation Tractable
    Operation Tractable was a World War II Allied offensive in August 1944 aimed at closing the Falaise Pocket in Normandy by linking Canadian and Polish forces with American troops to encircle retreating German armies.
  • D. Missions of Opportunity
    Missions of Opportunity are competitively selected, relatively low-cost NASA astrophysics projects that leverage existing or planned space missions or facilities to conduct focused scientific investigations.
  • E. Center for Preventive Action
    The Center for Preventive Action is a program of the Council on Foreign Relations that focuses on identifying and preventing emerging conflicts and crises around the world through analysis, policy recommendations, and contingency planning.
  • 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: Long-term Cooperative Action track
Triple: [2010 United Nations Climate Change Conference, negotiationTrack, Long-term Cooperative Action track]
Generated description
The Long-term Cooperative Action track was a negotiating stream under the UN climate change talks focused on broad, long-term international cooperation to address climate change, including mitigation, adaptation, finance, and technology transfer.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Long-term Cooperative Action track
Target entity description: The Long-term Cooperative Action track was a negotiating stream under the UN climate change talks focused on broad, long-term international cooperation to address climate change, including mitigation, adaptation, finance, and technology transfer.
  • A. Permanent Structured Cooperation
    Permanent Structured Cooperation is an EU defense framework that enables willing member states to deepen military collaboration, develop joint capabilities, and enhance the Union’s operational readiness.
  • B. Border Track
    Border Track is a popular long-distance walking trail in Lamington National Park, Queensland, known for its rainforest scenery and ridge-top views along the New South Wales–Queensland border.
  • C. Operation Tractable
    Operation Tractable was a World War II Allied offensive in August 1944 aimed at closing the Falaise Pocket in Normandy by linking Canadian and Polish forces with American troops to encircle retreating German armies.
  • D. Missions of Opportunity
    Missions of Opportunity are competitively selected, relatively low-cost NASA astrophysics projects that leverage existing or planned space missions or facilities to conduct focused scientific investigations.
  • E. Center for Preventive Action
    The Center for Preventive Action is a program of the Council on Foreign Relations that focuses on identifying and preventing emerging conflicts and crises around the world through analysis, policy recommendations, and contingency planning.
  • 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_69bd4467db0881909b3b0982df32cc8f completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd847049648190ab24693e92f0dad1 completed March 20, 2026, 5:31 p.m.
NED1 Entity disambiguation (via context triple) batch_69bef820285881909f0e569e020a58ae completed March 21, 2026, 7:57 p.m.
NEDg Description generation batch_69bef8acecf48190a1d3f56640bf7784 completed March 21, 2026, 7:59 p.m.
NED2 Entity disambiguation (via description) batch_69bef92017948190906d1be3551b54c2 completed March 21, 2026, 8:01 p.m.
Created at: March 20, 2026, 1:49 p.m.