Triple

T4599931
Position Surface form Disambiguated ID Type / Status
Subject Python scientific stack E100298 entity
Predicate instanceOf P0 FINISHED
Object software ecosystem C16049 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: software ecosystem
Context triple: [Python scientific stack, instanceOf, software ecosystem]
  • A. startup ecosystem
    A startup ecosystem is a dynamic network of entrepreneurs, investors, institutions, resources, and support organizations that interact within a region or sector to create, grow, and scale new ventures.
  • B. software
    Software is a collection of programs, data, and instructions that tell a computer or digital device how to perform specific tasks or functions.
  • C. software foundation
    A software foundation is an organization that supports, governs, and promotes the development, maintenance, and open collaboration of software projects and their communities.
  • D. software package
    A software package is a bundled collection of programs, libraries, configuration files, and metadata distributed together to provide specific functionality that can be easily installed, updated, and managed.
  • E. embedded software platform
    An embedded software platform is an integrated collection of software components, tools, and runtime services that provide a standardized environment for developing, deploying, and managing applications on resource-constrained embedded devices.
  • F. None of above. chosen

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_69bd43cbc014819098b45f435908f88a completed March 20, 2026, 12:55 p.m.
Created at: March 20, 2026, 1:11 p.m.