Triple

T23619606
Position Surface form Disambiguated ID Type / Status
Subject James Grenning E583277 entity
Predicate instanceOf P0 FINISHED
Object embedded software engineer C1684 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: embedded software engineer
Context triple: [James Grenning, instanceOf, embedded software engineer]
  • A. 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.
  • B. embedded system
    An embedded system is a specialized computing system that is dedicated to performing specific functions within a larger mechanical or electrical system, often with real-time computing constraints and limited resources.
  • C. software engineer chosen
    A software engineer is a professional who designs, develops, tests, and maintains software systems by applying principles of computer science and engineering to solve real-world problems.
  • D. computer engineer
    A computer engineer is a professional who designs, develops, and integrates computer hardware and software systems to solve technical and practical problems.
  • E. embedded systems company
    An embedded systems company designs, develops, and integrates specialized hardware and software solutions that perform dedicated functions within larger electronic products and devices.
  • 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_69e248fbcd9081908ba08913f9d30826 completed April 17, 2026, 2:51 p.m.
Created at: April 17, 2026, 6:45 p.m.