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.