Triple

T14343408
Position Surface form Disambiguated ID Type / Status
Subject ScalaTest E355655 entity
Predicate hasComponent P35 FINISHED
Object scalatest-wordspec
scalatest-wordspec is a ScalaTest testing style module that lets developers write behavior-driven tests in a readable, narrative "WordSpec" format.
 E355655 NE FINISHED

How this triple was built (4 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: scalatest-wordspec | Statement: [ScalaTest, hasComponent, scalatest-wordspec]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: scalatest-wordspec
Context triple: [ScalaTest, hasComponent, scalatest-wordspec]
  • A. ScalaTest
    ScalaTest is a popular testing framework for the Scala programming language that supports expressive, flexible unit and integration testing.
  • B. Concordion
    Concordion is a specification-by-example testing framework for Java that lets you write executable acceptance tests in plain English within HTML documents.
  • C. JUnit
    JUnit is a widely used open-source unit testing framework for the Java programming language that supports test-driven development and automated testing.
  • D. Testify
    Testify is a 2002 studio album by English musician Phil Collins, known for its introspective pop-rock style and reflective songwriting.
  • E. Testify
    "Testify" is a blues-rock song by Stevie Ray Vaughan and Double Trouble, featured on their debut album "Texas Flood."
  • 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: scalatest-wordspec
Triple: [ScalaTest, hasComponent, scalatest-wordspec]
Generated description
scalatest-wordspec is a ScalaTest testing style module that lets developers write behavior-driven tests in a readable, narrative "WordSpec" format.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: scalatest-wordspec
Target entity description: scalatest-wordspec is a ScalaTest testing style module that lets developers write behavior-driven tests in a readable, narrative "WordSpec" format.
  • A. ScalaTest chosen
    ScalaTest is a popular testing framework for the Scala programming language that supports expressive, flexible unit and integration testing.
  • B. Concordion
    Concordion is a specification-by-example testing framework for Java that lets you write executable acceptance tests in plain English within HTML documents.
  • C. JUnit
    JUnit is a widely used open-source unit testing framework for the Java programming language that supports test-driven development and automated testing.
  • D. Testify
    Testify is a 2002 studio album by English musician Phil Collins, known for its introspective pop-rock style and reflective songwriting.
  • E. Testify
    "Testify" is a blues-rock song by Stevie Ray Vaughan and Double Trouble, featured on their debut album "Texas Flood."
  • F. None of above.

Provenance (5 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_69d82790a7e08190877e2d349b2e8d8e completed April 9, 2026, 10:26 p.m.
NER Named-entity recognition batch_69de8e89ed9c8190acdb647ee618e919 completed April 14, 2026, 6:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd469d899081909103563f209dd944 completed May 8, 2026, 2:12 a.m.
NEDg Description generation batch_69fd47fa764c8190b1d691f5847b7a05 completed May 8, 2026, 2:18 a.m.
NED2 Entity disambiguation (via description) batch_69fd492226888190a014b23e506ab19c completed May 8, 2026, 2:23 a.m.
Created at: April 10, 2026, 1:14 a.m.