Triple

T22489114
Position Surface form Disambiguated ID Type / Status
Subject BDD E555967 entity
Predicate oftenImplementedWith P3697 FINISHED
Object Gherkin language — NE NERFINISHED

How this triple was built (3 steps)

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.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Gherkin language | Statement: [BDD, oftenImplementedWith, Gherkin language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Gherkin language
Context triple: [BDD, oftenImplementedWith, Gherkin language]
  • A. Concordion
    Concordion is a specification-by-example testing framework for Java that lets you write executable acceptance tests in plain English within HTML documents.
  • B. BDD
    BDD (Behavior-Driven Development) is a software development approach that emphasizes collaboration between developers, testers, and business stakeholders by defining system behavior through human-readable, example-based specifications.
  • C. Framework for Integrated Test (FIT)
    Framework for Integrated Test (FIT) is an early agile testing framework that lets customers, testers, and developers collaboratively define and automatically execute executable specifications using simple, table-based documents.
  • D. Behat
    Behat is a behavior-driven development (BDD) framework for PHP that lets developers write human-readable tests describing application behavior.
  • E. Behat
    Behat is a small town in the Saharanpur district of Uttar Pradesh, India, known for its agricultural surroundings and local trade.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Gherkin language
Target entity description: Gherkin language is a structured, human-readable syntax used to write executable specifications and acceptance tests in behavior-driven development.
  • A. Concordion
    Concordion is a specification-by-example testing framework for Java that lets you write executable acceptance tests in plain English within HTML documents.
  • B. BDD
    BDD (Behavior-Driven Development) is a software development approach that emphasizes collaboration between developers, testers, and business stakeholders by defining system behavior through human-readable, example-based specifications.
  • C. Framework for Integrated Test (FIT)
    Framework for Integrated Test (FIT) is an early agile testing framework that lets customers, testers, and developers collaboratively define and automatically execute executable specifications using simple, table-based documents.
  • D. Behat
    Behat is a behavior-driven development (BDD) framework for PHP that lets developers write human-readable tests describing application behavior.
  • E. Behat
    Behat is a small town in the Saharanpur district of Uttar Pradesh, India, known for its agricultural surroundings and local trade.
  • F. None of above. chosen

Provenance (2 batches)

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_69e11e53897c819088863779f8c50bb0 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f15c3f3b4c819092bfe6495c61db46 completed April 29, 2026, 1:17 a.m.
Created at: April 16, 2026, 8:49 p.m.