Triple
T325654
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | C40 Cities Climate Leadership Group |
E6511
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
ICLEI – Local Governments for Sustainability
ICLEI – Local Governments for Sustainability is a global network of local and regional governments dedicated to advancing sustainable urban development and climate action through policy support, capacity building, and collaborative initiatives.
|
E42210
|
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: ICLEI – Local Governments for Sustainability | Statement: [C40 Cities Climate Leadership Group, collaboratesWith, ICLEI – Local Governments for Sustainability]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: ICLEI – Local Governments for Sustainability Context triple: [C40 Cities Climate Leadership Group, collaboratesWith, ICLEI – Local Governments for Sustainability]
-
A.
C40 Cities Climate Leadership Group
The C40 Cities Climate Leadership Group is a global network of major cities collaborating to reduce greenhouse gas emissions and address climate change through shared policies and initiatives.
-
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.
United Nations Human Settlements Programme
The United Nations Human Settlements Programme (UN-Habitat) is a UN agency dedicated to promoting socially and environmentally sustainable towns and cities and adequate shelter for all.
-
D.
U.S. Green Building Council
The U.S. Green Building Council is a nonprofit organization that promotes sustainability in building design, construction, and operation, best known for developing and overseeing the LEED green building certification system.
-
E.
Local Government Association
The Local Government Association is a national membership body in England and Wales that represents and supports local authorities, lobbying on their behalf and providing policy guidance and improvement services.
- 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: ICLEI – Local Governments for Sustainability Triple: [C40 Cities Climate Leadership Group, collaboratesWith, ICLEI – Local Governments for Sustainability]
Generated description
ICLEI – Local Governments for Sustainability is a global network of local and regional governments dedicated to advancing sustainable urban development and climate action through policy support, capacity building, and collaborative initiatives.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: ICLEI – Local Governments for Sustainability Target entity description: ICLEI – Local Governments for Sustainability is a global network of local and regional governments dedicated to advancing sustainable urban development and climate action through policy support, capacity building, and collaborative initiatives.
-
A.
C40 Cities Climate Leadership Group
The C40 Cities Climate Leadership Group is a global network of major cities collaborating to reduce greenhouse gas emissions and address climate change through shared policies and initiatives.
-
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.
United Nations Human Settlements Programme
The United Nations Human Settlements Programme (UN-Habitat) is a UN agency dedicated to promoting socially and environmentally sustainable towns and cities and adequate shelter for all.
-
D.
U.S. Green Building Council
The U.S. Green Building Council is a nonprofit organization that promotes sustainability in building design, construction, and operation, best known for developing and overseeing the LEED green building certification system.
-
E.
Local Government Association
The Local Government Association is a national membership body in England and Wales that represents and supports local authorities, lobbying on their behalf and providing policy guidance and improvement services.
- 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_69a2e7933d6c8190bb2592ad13286ef2 |
completed | Feb. 28, 2026, 1:03 p.m. |
| NER | Named-entity recognition | batch_69a2ea959f9c819084602b8a1b5e66dd |
completed | Feb. 28, 2026, 1:16 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69a3cfec426081908a0c7e968846515a |
completed | March 1, 2026, 5:34 a.m. |
| NEDg | Description generation | batch_69a3d0babef081909813c4189e996803 |
completed | March 1, 2026, 5:38 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69a3d144f09c81908a1d7df72a3b0bbc |
completed | March 1, 2026, 5:40 a.m. |
Created at: Feb. 28, 2026, 1:08 p.m.