Triple

T21419966
Position Surface form Disambiguated ID Type / Status
Subject Office core technologies E528408 entity
Predicate includesComponent P1393 FINISHED
Object VSTO (Visual Studio Tools for Office)
VSTO (Visual Studio Tools for Office) is a set of development tools and libraries that enables .NET developers to create customizations and extensions for Microsoft Office applications such as Word, Excel, and Outlook.
 E1483684 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: VSTO (Visual Studio Tools for Office) | Statement: [Office core technologies, includesComponent, VSTO (Visual Studio Tools for Office)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: VSTO (Visual Studio Tools for Office)
Context triple: [Office core technologies, includesComponent, VSTO (Visual Studio Tools for Office)]
  • A. Microsoft Office Web Components
    Microsoft Office Web Components are a set of browser-based ActiveX controls that allow users to view, analyze, and interact with Office data such as spreadsheets, charts, and pivot tables on web pages.
  • B. Office Bridge
    Office Bridge is a historic covered bridge in Westfir, Oregon, notable as one of the longest covered bridges in the state.
  • C. 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.
  • D. 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.
  • E. SharePoint Add-in infrastructure
    SharePoint Add-in infrastructure is the platform and framework within SharePoint that enables the deployment, management, and integration of custom add-ins and extensions into SharePoint environments.
  • 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: VSTO (Visual Studio Tools for Office)
Triple: [Office core technologies, includesComponent, VSTO (Visual Studio Tools for Office)]
Generated description
VSTO (Visual Studio Tools for Office) is a set of development tools and libraries that enables .NET developers to create customizations and extensions for Microsoft Office applications such as Word, Excel, and Outlook.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: VSTO (Visual Studio Tools for Office)
Target entity description: VSTO (Visual Studio Tools for Office) is a set of development tools and libraries that enables .NET developers to create customizations and extensions for Microsoft Office applications such as Word, Excel, and Outlook.
  • A. Microsoft Office Web Components
    Microsoft Office Web Components are a set of browser-based ActiveX controls that allow users to view, analyze, and interact with Office data such as spreadsheets, charts, and pivot tables on web pages.
  • B. Office Bridge
    Office Bridge is a historic covered bridge in Westfir, Oregon, notable as one of the longest covered bridges in the state.
  • C. 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.
  • D. 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.
  • E. SharePoint Add-in infrastructure
    SharePoint Add-in infrastructure is the platform and framework within SharePoint that enables the deployment, management, and integration of custom add-ins and extensions into SharePoint environments.
  • 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_69e0c454c248819093425d1099101c09 completed April 16, 2026, 11:13 a.m.
NER Named-entity recognition batch_69e8b2cdb40481909542f2c953bbab64 completed April 22, 2026, 11:36 a.m.
NED1 Entity disambiguation (via context triple) batch_6a09c2a337f88190a1d29604cc0641cd completed May 17, 2026, 1:29 p.m.
NEDg Description generation batch_6a09c37f44208190bfccdb4fdba2a00c completed May 17, 2026, 1:32 p.m.
NED2 Entity disambiguation (via description) batch_6a09c442817c819097b8dfadf292e56d completed May 17, 2026, 1:36 p.m.
Created at: April 16, 2026, 5:47 p.m.