Triple

T31018018
Position Surface form Disambiguated ID Type / Status
Subject Baltimore Ecosystem Study E790375 entity
Predicate instanceOf P0 FINISHED
Object urban ecology research project C37486 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 ecology research project
Context triple: [Baltimore Ecosystem Study, instanceOf, urban ecology research project]
  • A. urban environmental project chosen
    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.
  • B. urban environmental complex
    An urban environmental complex is an integrated system of natural and built elements within a city—such as green spaces, water bodies, infrastructure, and human activities—that interact to shape the urban ecosystem’s ecological, social, and climatic conditions.
  • C. urban bushland
    Urban bushland is a natural or semi-natural area of native vegetation within or adjacent to a city, providing habitat for wildlife and ecological services amid the built environment.
  • D. urban design project
    An urban design project is a coordinated planning and design effort that shapes the physical form, public spaces, infrastructure, and land use of a specific urban area to improve its functionality, aesthetics, and livability.
  • E. ecological research network
    An ecological research network is a collaborative system of researchers, institutions, and data infrastructures that share methods, observations, and analyses to study and understand ecological patterns and processes across scales.
  • 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_69f224c811508190a7de096a5b1f5798 completed April 29, 2026, 3:33 p.m.
Created at: April 29, 2026, 8:58 p.m.