Triple

T1054829
Position Surface form Disambiguated ID Type / Status
Subject Veterans Benefits Administration E22778 entity
Predicate shortName P43 FINISHED
Object VBA
VBA is the commonly used abbreviation for the U.S. Department of Veterans Affairs’ Veterans Benefits Administration, which oversees and delivers a wide range of benefits to military veterans and their families.
E121267 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: VBA | Statement: [Veterans Benefits Administration, shortName, VBA]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: VBA
Context triple: [Veterans Benefits Administration, shortName, VBA]
  • A. VBA
    VBA (Visual Basic for Applications) is a Microsoft event-driven programming language used primarily to automate tasks and extend functionality in Office applications like Excel and Access.
  • B. VBScript
    VBScript is a lightweight scripting language developed by Microsoft, primarily used for client-side scripting in web pages and for automation in Windows environments.
  • C. Visual Basic .NET
    Visual Basic .NET is an object-oriented programming language developed by Microsoft for the .NET framework, designed to be easy to learn and tightly integrated with Windows application development.
  • D. Excel
    Excel is a widely used spreadsheet software by Microsoft that enables data organization, analysis, visualization, and basic to advanced analytics through formulas, functions, and tools like PivotTables.
  • E. LotusScript
    LotusScript is an object-oriented, BASIC-like scripting language primarily used for automating and extending IBM Lotus Notes and Domino 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: VBA
Triple: [Veterans Benefits Administration, shortName, VBA]
Generated description
VBA is the commonly used abbreviation for the U.S. Department of Veterans Affairs’ Veterans Benefits Administration, which oversees and delivers a wide range of benefits to military veterans and their families.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: VBA
Target entity description: VBA is the commonly used abbreviation for the U.S. Department of Veterans Affairs’ Veterans Benefits Administration, which oversees and delivers a wide range of benefits to military veterans and their families.
  • A. VBA
    VBA (Visual Basic for Applications) is a Microsoft event-driven programming language used primarily to automate tasks and extend functionality in Office applications like Excel and Access.
  • B. VBScript
    VBScript is a lightweight scripting language developed by Microsoft, primarily used for client-side scripting in web pages and for automation in Windows environments.
  • C. Visual Basic .NET
    Visual Basic .NET is an object-oriented programming language developed by Microsoft for the .NET framework, designed to be easy to learn and tightly integrated with Windows application development.
  • D. Excel
    Excel is a widely used spreadsheet software by Microsoft that enables data organization, analysis, visualization, and basic to advanced analytics through formulas, functions, and tools like PivotTables.
  • E. LotusScript
    LotusScript is an object-oriented, BASIC-like scripting language primarily used for automating and extending IBM Lotus Notes and Domino applications.
  • 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_69a493da02e081908c13ff5e02a0fe7a completed March 1, 2026, 7:30 p.m.
NER Named-entity recognition batch_69a4b8d79268819080f3f3f497e91c58 completed March 1, 2026, 10:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69ac3bd110ac8190b66163de42bd3034 completed March 7, 2026, 2:53 p.m.
NEDg Description generation batch_69ac3d4b32348190883244f2b8af32a0 completed March 7, 2026, 2:59 p.m.
NED2 Entity disambiguation (via description) batch_69ac3dbf5c70819084a942fc97a9b50f completed March 7, 2026, 3:01 p.m.
Created at: March 1, 2026, 7:42 p.m.