Triple

T4555421
Position Surface form Disambiguated ID Type / Status
Subject Symfony E120465 entity
Predicate supportsTestingFramework P203 FINISHED
Object PHPUnit
PHPUnit is a widely used unit testing framework for PHP that provides tools for writing, organizing, and running automated tests.
E452832 NE FINISHED

How this triple was built (5 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: PHPUnit | Statement: [Symfony, supportsTestingFramework, PHPUnit]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PHPUnit
Context triple: [Symfony, supportsTestingFramework, PHPUnit]
  • A. Testify
    Testify is a 2002 studio album by English musician Phil Collins, known for its introspective pop-rock style and reflective songwriting.
  • B. Testify
    "Testify" is a popular song by the American rock band Rage Against the Machine, known for its politically charged lyrics and aggressive sound.
  • C. unittest
    unittest is Python’s built-in unit testing framework that provides tools for organizing tests, checking results, and automating test execution.
  • D. TDD
    TDD (Test-Driven Development) is a software development practice where automated tests are written before the production code, guiding design and ensuring continuous verification of functionality.
  • E. Minitest
    Minitest is a lightweight, built-in Ruby testing library that provides unit, spec, and mocking capabilities for Ruby applications.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: PHPUnit
Triple: [Symfony, supportsTestingFramework, PHPUnit]
Generated description
PHPUnit is a widely used unit testing framework for PHP that provides tools for writing, organizing, and running automated tests.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PHPUnit
Target entity description: PHPUnit is a widely used unit testing framework for PHP that provides tools for writing, organizing, and running automated tests.
  • A. Testify
    Testify is a 2002 studio album by English musician Phil Collins, known for its introspective pop-rock style and reflective songwriting.
  • B. Testify
    "Testify" is a popular song by the American rock band Rage Against the Machine, known for its politically charged lyrics and aggressive sound.
  • C. unittest
    unittest is Python’s built-in unit testing framework that provides tools for organizing tests, checking results, and automating test execution.
  • D. TDD
    TDD (Test-Driven Development) is a software development practice where automated tests are written before the production code, guiding design and ensuring continuous verification of functionality.
  • E. Minitest
    Minitest is a lightweight, built-in Ruby testing library that provides unit, spec, and mocking capabilities for Ruby applications.
  • F. None of above. chosen
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: supportsTestingFramework
Context triple: [Symfony, supportsTestingFramework, PHPUnit]
  • A. supportsFeature chosen
    Indicates that one entity provides, enables, or is compatible with a particular feature or capability of another.
  • B. supportsExperiment
    Indicates that one entity provides the necessary resources, conditions, or assistance for an experiment to be conducted or to function as intended.
  • C. supportsInstrument
    Indicates that one entity provides assistance, resources, or functionality that enables another entity (the instrument) to operate or be used effectively.
  • D. supportsImplementationOf
    Indicates that one entity provides the necessary resources, framework, or assistance for another entity to be carried out, realized, or put into practice.
  • E. supportsTestDuration
    Indicates that one entity is capable of handling, accommodating, or being compatible with a specified duration for a test or testing process.
  • F. None of above.

Provenance (6 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_69bd4636f1648190a701445c2fcd9c17 completed March 20, 2026, 1:05 p.m.
NER Named-entity recognition batch_69bd5813af948190b10b02dadf6496bf completed March 20, 2026, 2:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bdc57d59f88190857cbda79caf3c38 completed March 20, 2026, 10:09 p.m.
NEDg Description generation batch_69bdc8a14ca88190b4104c113e150edd completed March 20, 2026, 10:22 p.m.
NED2 Entity disambiguation (via description) batch_69bdc95f7064819081c69df00a869c31 completed March 20, 2026, 10:25 p.m.
PD Predicate disambiguation batch_69bd5223423c81908317351b58cff5f5 completed March 20, 2026, 1:56 p.m.
Created at: March 20, 2026, 1:09 p.m.