Triple
T20026981
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Hefei water environment improvement projects |
E495009
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | urban infrastructure program |
C10627
|
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 infrastructure program Context triple: [Hefei water environment improvement projects, instanceOf, urban infrastructure program]
-
A.
infrastructure project
An infrastructure project is a large-scale, organized effort to plan, design, and construct foundational physical systems—such as transportation, utilities, and public facilities—that support a community’s or region’s economic and social activities.
-
B.
municipal program
chosen
A municipal program is an organized set of services, initiatives, or activities implemented and managed by a local government to address community needs and improve public welfare within its jurisdiction.
-
C.
public transit and highway improvement program
A public transit and highway improvement program is a coordinated set of projects and policies designed to enhance the capacity, safety, efficiency, and accessibility of transportation networks through upgrades to roads, highways, and mass transit systems.
-
D.
urban planning structure
An urban planning structure is a designed physical or organizational element within a city—such as streets, parks, zoning frameworks, or transit systems—that shapes how urban space is organized, used, and experienced.
-
E.
urban environmental project
An urban environmental project is an organized initiative aimed at improving the ecological health, sustainability, and livability of city spaces through interventions such as green infrastructure, pollution reduction, and community engagement.
- 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_69da626bfd288190aa5d65098b6433ae |
completed | April 11, 2026, 3:02 p.m. |
Created at: April 11, 2026, 3:35 p.m.