Triple

T5922295
Position Surface form Disambiguated ID Type / Status
Subject Sinon E131726 entity
Predicate relatedConcept P37 FINISHED
Object 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.
 E555967 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: BDD | Statement: [Sinon, relatedConcept, BDD]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BDD
Context triple: [Sinon, relatedConcept, BDD]
  • A. BBD
    BBD is the official currency code for the Barbadian dollar, the legal tender of Barbados.
  • B. BEB
    BEB is the IATA airport code for Benbecula Airport, which serves the island of Benbecula in Scotland’s Outer Hebrides.
  • C. BEE
    BEE is the ICAO airline designator used to identify Flybe in international aviation operations.
  • D. BEP
    BEP is a United States government agency responsible for designing and producing paper currency and other secure documents.
  • E. BdE
    BdE is the commonly used abbreviation for the Bank of Spain, the country’s central bank responsible for monetary policy and financial supervision.
  • 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: BDD
Triple: [Sinon, relatedConcept, BDD]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BDD
Target entity description: 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.
  • A. BBD
    BBD is the official currency code for the Barbadian dollar, the legal tender of Barbados.
  • B. BEB
    BEB is the IATA airport code for Benbecula Airport, which serves the island of Benbecula in Scotland’s Outer Hebrides.
  • C. BEE
    BEE is the ICAO airline designator used to identify Flybe in international aviation operations.
  • D. BEP
    BEP is a United States government agency responsible for designing and producing paper currency and other secure documents.
  • E. BdE
    BdE is the commonly used abbreviation for the Bank of Spain, the country’s central bank responsible for monetary policy and financial supervision.
  • 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_69c0085a1ed08190a7e9a8b6323fd680 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c03804d9808190829a418adb7864aa completed March 22, 2026, 6:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c041d4f08190863141b037b1c05f completed March 23, 2026, 4:23 a.m.
NEDg Description generation batch_69c0c1db6d548190ba4be143aa7c7905 completed March 23, 2026, 4:30 a.m.
NED2 Entity disambiguation (via description) batch_69c0c2bdd44881909aa85589d31e771a completed March 23, 2026, 4:34 a.m.
Created at: March 22, 2026, 4 p.m.