Triple
T4223296
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Greater Manchester Spatial Framework |
E94392
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | spatial development strategy |
C11489
|
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: spatial development strategy Context triple: [Greater Manchester Spatial Framework, instanceOf, spatial development strategy]
-
A.
urban development
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.
regional strategy
chosen
A regional strategy is a coordinated plan that aligns resources, initiatives, and policies to achieve specific objectives within a defined geographic area, considering its unique economic, cultural, and competitive context.
-
C.
town planning policy
Town planning policy is a set of rules and guidelines that shape how land is used and developed in a town to balance social, economic, and environmental needs.
-
D.
transit-oriented development area
A transit-oriented development area is a compact, walkable, mixed-use urban district planned around high-quality public transportation to reduce car dependence and support sustainable living.
-
E.
development corridor
A development corridor is a strategically planned geographic area, often aligned along major transportation routes, where concentrated investment in infrastructure, industry, and services is used to stimulate economic growth and regional integration.
- 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_69b3453700a08190ae88792e3dc63207 |
completed | March 12, 2026, 10:59 p.m. |
Created at: March 12, 2026, 11:04 p.m.