Triple

T17675830
Position Surface form Disambiguated ID Type / Status
Subject RSpec Story Runner E440640 entity
Predicate instanceOf P0 FINISHED
Object behavior-driven development tool C15649 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: behavior-driven development tool
Context triple: [RSpec Story Runner, instanceOf, behavior-driven development tool]
  • A. behavior-driven development framework chosen
    A behavior-driven development framework is a software toolset that supports specifying, executing, and validating system behavior in a human-readable, example-driven format that bridges communication between business stakeholders and developers.
  • B. developer tool
    A developer tool is a software application or utility designed to help programmers create, test, debug, and maintain code more efficiently.
  • C. integration testing framework
    An integration testing framework is a software toolset that automates the execution and validation of tests across multiple interacting components or systems to ensure they work together correctly as a whole.
  • D. prototyping tool
    A prototyping tool is a software application or platform that enables users to quickly create, visualize, and test interactive mockups or early versions of products, interfaces, or systems before full-scale development.
  • E. test developer
    A test developer designs, implements, and maintains automated and manual tests to ensure software quality, reliability, and compliance with requirements throughout the development lifecycle.
  • 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_69d8b9e940b081908b862bb0e6e89b0d completed April 10, 2026, 8:50 a.m.
Created at: April 10, 2026, 10 a.m.