Triple
T2242557
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Global Environment Outlook reports |
E49428
|
entity |
| Predicate | relatedTo |
P37
|
FINISHED |
| Object |
Agenda 21
Agenda 21 is a comprehensive, non-binding action plan adopted at the 1992 Earth Summit that outlines global, national, and local strategies for achieving sustainable development in the 21st century.
|
E247825
|
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: Agenda 21 | Statement: [Global Environment Outlook reports, relatedTo, Agenda 21]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Agenda 21 Context triple: [Global Environment Outlook reports, relatedTo, Agenda 21]
-
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.
2030 Agenda for Sustainable Development
The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
-
C.
Kyoto Protocol
The Kyoto Protocol is an international treaty under the UN climate regime that legally binds industrialized countries to reduce greenhouse gas emissions through quantified targets and market-based mechanisms.
-
D.
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.
-
E.
World Congress of Local Governments for a Sustainable Future
The World Congress of Local Governments for a Sustainable Future was an international gathering of municipal and regional authorities focused on advancing sustainable development policies and collaboration at the local government level.
- 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: Agenda 21 Triple: [Global Environment Outlook reports, relatedTo, Agenda 21]
Generated description
Agenda 21 is a comprehensive, non-binding action plan adopted at the 1992 Earth Summit that outlines global, national, and local strategies for achieving sustainable development in the 21st century.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Agenda 21 Target entity description: Agenda 21 is a comprehensive, non-binding action plan adopted at the 1992 Earth Summit that outlines global, national, and local strategies for achieving sustainable development in the 21st century.
-
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.
2030 Agenda for Sustainable Development
The 2030 Agenda for Sustainable Development is a global framework adopted by all UN member states that outlines 17 Sustainable Development Goals to guide international efforts toward ending poverty, protecting the planet, and ensuring prosperity and peace by 2030.
-
C.
Kyoto Protocol
The Kyoto Protocol is an international treaty under the UN climate regime that legally binds industrialized countries to reduce greenhouse gas emissions through quantified targets and market-based mechanisms.
-
D.
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.
-
E.
World Congress of Local Governments for a Sustainable Future
The World Congress of Local Governments for a Sustainable Future was an international gathering of municipal and regional authorities focused on advancing sustainable development policies and collaboration at the local government level.
- 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_69a88aa979788190ad6500f1d8eee2fc |
completed | March 4, 2026, 7:40 p.m. |
| NER | Named-entity recognition | batch_69abc0c017548190a71fb4a0e2a8189f |
completed | March 7, 2026, 6:08 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ae6b0eef98819083bede32490cba7e |
completed | March 9, 2026, 6:39 a.m. |
| NEDg | Description generation | batch_69ae6bbccdb08190a73fd20a110219d9 |
completed | March 9, 2026, 6:42 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69ae6c3d07a08190a6221a33fd02f73e |
completed | March 9, 2026, 6:44 a.m. |
Created at: March 4, 2026, 7:47 p.m.