Triple

T32992254
Position Surface form Disambiguated ID Type / Status
Subject Hanoi master transport plans E844116 entity
Predicate instanceOf P0 FINISHED
Object urban transport master plan C48500 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 transport master plan
Context triple: [Hanoi master transport plans, instanceOf, urban transport master plan]
  • A. urban planning master plan
    An urban planning master plan is a comprehensive, long-term framework that guides the physical, social, and economic development of a city or region through coordinated land use, infrastructure, and policy strategies.
  • B. regional transport plan
    A regional transport plan is a strategic framework that outlines long-term goals, policies, and coordinated investments for transportation systems across a defined geographic region.
  • C. public transportation infrastructure
    Public transportation infrastructure encompasses the physical and organizational systems—such as buses, trains, stations, tracks, and supporting facilities—that enable the efficient movement of people via shared transit services.
  • D. metropolitan transportation planning instrument chosen
    A metropolitan transportation planning instrument is a formal tool or framework used to analyze, coordinate, and guide long-term transportation investments and policies across an urbanized region.
  • E. urban transit technology
    Urban transit technology encompasses the systems, vehicles, infrastructure, and digital tools that enable efficient, safe, and sustainable movement of people within cities.
  • 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_69f3494d99988190b502c68926af2c4d completed April 30, 2026, 12:21 p.m.
Created at: May 1, 2026, 1:22 a.m.