Triple

T4442865
Position Surface form Disambiguated ID Type / Status
Subject Minitest E96212 entity
Predicate supports P516 FINISHED
Object 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.
 E440641 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: TDD | Statement: [Minitest, supports, TDD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: TDD
Context triple: [Minitest, supports, TDD]
  • A. TMM
    TMM was the former currency code for the original Turkmenistan manat used before the country's monetary redenomination.
  • B. TIST
    TIST is the ICAO airport code for Cyril E. King Airport, the main international airport serving St. Thomas in the U.S. Virgin Islands.
  • C. Testify
    Testify is a 2002 studio album by English musician Phil Collins, known for its introspective pop-rock style and reflective songwriting.
  • D. Testify
    "Testify" is a popular song by the American rock band Rage Against the Machine, known for its politically charged lyrics and aggressive sound.
  • E. 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.
  • 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: TDD
Triple: [Minitest, supports, TDD]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: TDD
Target entity description: 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.
  • A. TMM
    TMM was the former currency code for the original Turkmenistan manat used before the country's monetary redenomination.
  • B. TIST
    TIST is the ICAO airport code for Cyril E. King Airport, the main international airport serving St. Thomas in the U.S. Virgin Islands.
  • C. Testify
    Testify is a 2002 studio album by English musician Phil Collins, known for its introspective pop-rock style and reflective songwriting.
  • D. Testify
    "Testify" is a popular song by the American rock band Rage Against the Machine, known for its politically charged lyrics and aggressive sound.
  • E. 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.
  • F. None of above. chosen

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_69b345415ba481908df738e7174448ba completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b355aef21c819088f168a23f1933a6 completed March 13, 2026, 12:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69b61382d00481908b7c84f337b5cad7 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b6177d1a588190991fddf506239d22 completed March 15, 2026, 2:20 a.m.
NED2 Entity disambiguation (via description) batch_69b61b6bc1448190b30d444a821bb1a5 completed March 15, 2026, 2:37 a.m.
Created at: March 12, 2026, 11:32 p.m.