Triple

T22807183
Position Surface form Disambiguated ID Type / Status
Subject City of Hesperia Planning Area E564568 entity
Predicate instanceOf P0 FINISHED
Object municipal planning area C13404 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: municipal planning area
Context triple: [City of Hesperia Planning Area, instanceOf, municipal planning area]
  • A. land use planning area
    A land use planning area is a defined geographic region designated for coordinated management and regulation of land uses to achieve specific environmental, social, and economic development objectives.
  • B. planning district chosen
    A planning district is a defined geographic area used by governments or organizations to coordinate land use, infrastructure, and development policies.
  • C. community plan area
    A community plan area is a geographically defined section of a jurisdiction for which detailed land use, development, and infrastructure policies are established to guide local growth and community character.
  • D. municipality
    A municipality is a local administrative unit, such as a city, town, or district, governed by elected officials and responsible for providing public services and regulations within its defined geographic area.
  • E. local and regional planning framework
    A local and regional planning framework is a structured set of policies, processes, and tools that guide coordinated land use, infrastructure, and development decisions across municipalities and regions to achieve sustainable, equitable, and efficient growth.
  • 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_69e245823f4c8190ade442cdcc2c224a completed April 17, 2026, 2:36 p.m.
Created at: April 17, 2026, 3:32 p.m.