Triple
T933624
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gro Harlem Brundtland |
E20147
|
entity |
| Predicate | chairpersonOf |
P377
|
FINISHED |
| Object |
World Commission on Environment and Development
The World Commission on Environment and Development was a United Nations-appointed body best known for its 1987 "Brundtland Report," which popularized the concept of sustainable development and shaped global environmental policy.
|
E109390
|
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: World Commission on Environment and Development | Statement: [Gro Harlem Brundtland, chairpersonOf, World Commission on Environment and Development]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: World Commission on Environment and Development Context triple: [Gro Harlem Brundtland, chairpersonOf, World Commission on Environment and Development]
-
A.
United Nations Conference on Environment and Development
The United Nations Conference on Environment and Development, also known as the 1992 Earth Summit in Rio de Janeiro, was a landmark global conference that set the modern agenda for sustainable development and international environmental governance.
-
B.
United Nations Environment Programme
The United Nations Environment Programme is the leading global authority on environmental issues within the UN system, coordinating international efforts on climate, biodiversity, and sustainable development.
-
C.
Intergovernmental Panel on Climate Change
The Intergovernmental Panel on Climate Change is a United Nations body that assesses scientific research on climate change to inform global policy and decision-making.
-
D.
World Resources Institute
The World Resources Institute is a global research organization that works with governments, businesses, and civil society to develop practical solutions for environmental sustainability, climate action, and equitable resource use.
-
E.
United Nations Development Group
The United Nations Development Group is a consortium of UN agencies that coordinates and supports global development efforts, particularly around poverty reduction, sustainable development, and capacity building in developing countries.
- 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: World Commission on Environment and Development Triple: [Gro Harlem Brundtland, chairpersonOf, World Commission on Environment and Development]
Generated description
The World Commission on Environment and Development was a United Nations-appointed body best known for its 1987 "Brundtland Report," which popularized the concept of sustainable development and shaped global environmental policy.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: World Commission on Environment and Development Target entity description: The World Commission on Environment and Development was a United Nations-appointed body best known for its 1987 "Brundtland Report," which popularized the concept of sustainable development and shaped global environmental policy.
-
A.
United Nations Conference on Environment and Development
The United Nations Conference on Environment and Development, also known as the 1992 Earth Summit in Rio de Janeiro, was a landmark global conference that set the modern agenda for sustainable development and international environmental governance.
-
B.
United Nations Environment Programme
The United Nations Environment Programme is the leading global authority on environmental issues within the UN system, coordinating international efforts on climate, biodiversity, and sustainable development.
-
C.
Intergovernmental Panel on Climate Change
The Intergovernmental Panel on Climate Change is a United Nations body that assesses scientific research on climate change to inform global policy and decision-making.
-
D.
World Resources Institute
The World Resources Institute is a global research organization that works with governments, businesses, and civil society to develop practical solutions for environmental sustainability, climate action, and equitable resource use.
-
E.
United Nations Development Group
The United Nations Development Group is a consortium of UN agencies that coordinates and supports global development efforts, particularly around poverty reduction, sustainable development, and capacity building in developing countries.
- 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_69a493af3dc48190adb7263e6e445ea1 |
completed | March 1, 2026, 7:29 p.m. |
| NER | Named-entity recognition | batch_69a4b3627ccc8190a836515b2ea85ec5 |
completed | March 1, 2026, 9:45 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a7ee12da388190a26f0f7944d6f5f8 |
completed | March 4, 2026, 8:32 a.m. |
| NEDg | Description generation | batch_69a7f12e48f88190bd0aac156a76f0b9 |
completed | March 4, 2026, 8:45 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a7f1a2688881908524f10350137f4f |
completed | March 4, 2026, 8:47 a.m. |
Created at: March 1, 2026, 7:40 p.m.