Triple
T325655
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | C40 Cities Climate Leadership Group |
E6511
|
entity |
| Predicate | collaboratesWith |
P37
|
FINISHED |
| Object |
United Cities and Local Governments
United Cities and Local Governments is a global network and advocacy organization representing cities, local and regional governments, and municipal associations to promote sustainable urban development and local democracy worldwide.
|
E42211
|
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: United Cities and Local Governments | Statement: [C40 Cities Climate Leadership Group, collaboratesWith, United Cities and Local Governments]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United Cities and Local Governments Context triple: [C40 Cities Climate Leadership Group, collaboratesWith, United Cities and Local Governments]
-
A.
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.
-
B.
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.
-
C.
Association of Metropolitan Authorities
The Association of Metropolitan Authorities was a UK local government body that represented the interests of metropolitan councils before being merged into the Local Government Association.
-
D.
Metropolitan Council
The Metropolitan Council is a regional governmental agency that plans and coordinates transit, housing, wastewater, and land use services for the Minneapolis–Saint Paul metropolitan area in Minnesota.
-
E.
Government of the Autonomous City of Buenos Aires
The Government of the Autonomous City of Buenos Aires is the local executive, legislative, and administrative authority responsible for managing public policy and services in Argentina’s capital city.
- 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: United Cities and Local Governments Triple: [C40 Cities Climate Leadership Group, collaboratesWith, United Cities and Local Governments]
Generated description
United Cities and Local Governments is a global network and advocacy organization representing cities, local and regional governments, and municipal associations to promote sustainable urban development and local democracy worldwide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: United Cities and Local Governments Target entity description: United Cities and Local Governments is a global network and advocacy organization representing cities, local and regional governments, and municipal associations to promote sustainable urban development and local democracy worldwide.
-
A.
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.
-
B.
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.
-
C.
Association of Metropolitan Authorities
The Association of Metropolitan Authorities was a UK local government body that represented the interests of metropolitan councils before being merged into the Local Government Association.
-
D.
Metropolitan Council
The Metropolitan Council is a regional governmental agency that plans and coordinates transit, housing, wastewater, and land use services for the Minneapolis–Saint Paul metropolitan area in Minnesota.
-
E.
Government of the Autonomous City of Buenos Aires
The Government of the Autonomous City of Buenos Aires is the local executive, legislative, and administrative authority responsible for managing public policy and services in Argentina’s capital city.
- 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.