Triple

T6108088
Position Surface form Disambiguated ID Type / Status
Subject United States–Canada environmental cooperation E136164 entity
Predicate basedOn P98 FINISHED
Object North American Agreement on Environmental Cooperation
The North American Agreement on Environmental Cooperation is a side accord to NAFTA that established a framework and commission for trilateral environmental cooperation and enforcement among the United States, Canada, and Mexico.
E568853 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: North American Agreement on Environmental Cooperation | Statement: [United States–Canada environmental cooperation, basedOn, North American Agreement on Environmental Cooperation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: North American Agreement on Environmental Cooperation
Context triple: [United States–Canada environmental cooperation, basedOn, North American Agreement on Environmental Cooperation]
  • A. United States–Canada environmental cooperation
    United States–Canada environmental cooperation encompasses the long-standing binational efforts, institutions, and agreements through which the two countries jointly manage shared ecosystems, waters, and environmental challenges along their common border.
  • B. Air Quality Agreement between Canada and the United States
    The Air Quality Agreement between Canada and the United States is a bilateral treaty aimed at reducing transboundary air pollution and protecting environmental and human health in both countries.
  • C. Great Lakes Water Quality Agreement
    The Great Lakes Water Quality Agreement is a binational accord between the United States and Canada that establishes shared commitments and coordinated actions to protect and restore the water quality and ecosystem health of the Great Lakes.
  • D. Great Lakes–St. Lawrence River Basin Sustainable Water Resources Agreement
    The Great Lakes–St. Lawrence River Basin Sustainable Water Resources Agreement is an international accord among the Great Lakes states and Canadian provinces that coordinates the protection, conservation, and management of the shared Great Lakes–St. Lawrence freshwater resources.
  • 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: North American Agreement on Environmental Cooperation
Triple: [United States–Canada environmental cooperation, basedOn, North American Agreement on Environmental Cooperation]
Generated description
The North American Agreement on Environmental Cooperation is a side accord to NAFTA that established a framework and commission for trilateral environmental cooperation and enforcement among the United States, Canada, and Mexico.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: North American Agreement on Environmental Cooperation
Target entity description: The North American Agreement on Environmental Cooperation is a side accord to NAFTA that established a framework and commission for trilateral environmental cooperation and enforcement among the United States, Canada, and Mexico.
  • A. United States–Canada environmental cooperation
    United States–Canada environmental cooperation encompasses the long-standing binational efforts, institutions, and agreements through which the two countries jointly manage shared ecosystems, waters, and environmental challenges along their common border.
  • B. Air Quality Agreement between Canada and the United States
    The Air Quality Agreement between Canada and the United States is a bilateral treaty aimed at reducing transboundary air pollution and protecting environmental and human health in both countries.
  • C. Great Lakes Water Quality Agreement
    The Great Lakes Water Quality Agreement is a binational accord between the United States and Canada that establishes shared commitments and coordinated actions to protect and restore the water quality and ecosystem health of the Great Lakes.
  • D. Great Lakes–St. Lawrence River Basin Sustainable Water Resources Agreement
    The Great Lakes–St. Lawrence River Basin Sustainable Water Resources Agreement is an international accord among the Great Lakes states and Canadian provinces that coordinates the protection, conservation, and management of the shared Great Lakes–St. Lawrence freshwater resources.
  • 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_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.