Triple
T3062268
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Cambridge Southern Fringe |
E62021
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | urban expansion area |
C6002
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: urban expansion area Context triple: [Cambridge Southern Fringe, instanceOf, urban expansion area]
-
A.
urban development
chosen
Urban development is the planned growth and improvement of cities and towns through the design, regulation, and construction of buildings, infrastructure, and public spaces to support economic, social, and environmental needs.
-
B.
urban-type settlement
An urban-type settlement is a semi-urban locality that exhibits some characteristics of a town or small city—such as concentrated housing, infrastructure, and non-agricultural employment—without meeting all the criteria for full city status.
-
C.
metropolitan area
A metropolitan area is a densely populated urban region consisting of a central city and its surrounding suburbs and satellite communities, linked by economic, social, and infrastructural ties.
-
D.
urban regeneration area
An urban regeneration area is a designated part of a city targeted for coordinated physical, economic, social, and environmental improvements to reverse decline and promote sustainable development.
-
E.
urban conservation area
An urban conservation area is a designated part of a city where the historic, architectural, and environmental character is protected and managed through specific planning and development controls.
- F. None of above.
Provenance (1 batch)
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_69ad85793e5c8190a358049bc4a98d8c |
completed | March 8, 2026, 2:19 p.m. |
Created at: March 8, 2026, 3:02 p.m.