Triple

T7961110
Position Surface form Disambiguated ID Type / Status
Subject XAML E184866 entity
Predicate fullName P16 FINISHED
Object Extensible Application Markup Language
Extensible Application Markup Language is a Microsoft-developed XML-based language used primarily to define user interfaces and workflows in technologies like WPF, UWP, and Silverlight.
 E704702 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: Extensible Application Markup Language | Statement: [XAML, fullName, Extensible Application Markup Language]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Extensible Application Markup Language
Context triple: [XAML, fullName, Extensible Application Markup Language]
  • A. XML
    XML (Extensible Markup Language) is a flexible, text-based markup language designed for structuring, storing, and transporting data in a platform-independent way.
  • B. StAX
    StAX (Streaming API for XML) is a Java-based pull-parsing API that enables efficient, forward-only, stream-oriented processing of XML documents.
  • C. XHTML
    XHTML is a reformulation of HTML as an XML-based markup language designed to create structured, standards-compliant web pages.
  • D. W3C XML Activity
    W3C XML Activity is a World Wide Web Consortium initiative focused on developing and maintaining XML-related standards and technologies that underpin structured data on the web.
  • E. XDM (XQuery and XPath Data Model)
    XDM (XQuery and XPath Data Model) is the formal, abstract data model that defines the types and structures of data processed by XQuery and XPath expressions.
  • 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: Extensible Application Markup Language
Triple: [XAML, fullName, Extensible Application Markup Language]
Generated description
Extensible Application Markup Language is a Microsoft-developed XML-based language used primarily to define user interfaces and workflows in technologies like WPF, UWP, and Silverlight.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Extensible Application Markup Language
Target entity description: Extensible Application Markup Language is a Microsoft-developed XML-based language used primarily to define user interfaces and workflows in technologies like WPF, UWP, and Silverlight.
  • A. XML
    XML (Extensible Markup Language) is a flexible, text-based markup language designed for structuring, storing, and transporting data in a platform-independent way.
  • B. StAX
    StAX (Streaming API for XML) is a Java-based pull-parsing API that enables efficient, forward-only, stream-oriented processing of XML documents.
  • C. XHTML
    XHTML is a reformulation of HTML as an XML-based markup language designed to create structured, standards-compliant web pages.
  • D. W3C XML Activity
    W3C XML Activity is a World Wide Web Consortium initiative focused on developing and maintaining XML-related standards and technologies that underpin structured data on the web.
  • E. XDM (XQuery and XPath Data Model)
    XDM (XQuery and XPath Data Model) is the formal, abstract data model that defines the types and structures of data processed by XQuery and XPath expressions.
  • 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_69ca8293a2388190aace944d7ed9c0c0 completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3b8256dc8190a4b73df7aded9097 completed March 31, 2026, 3:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe084d9348190b4102fbdfedca297 completed March 31, 2026, 2:56 p.m.
NEDg Description generation batch_69cc46c11e68819087f5083bb85ec7ab completed March 31, 2026, 10:12 p.m.
NED2 Entity disambiguation (via description) batch_69cc47fa1524819089ef5b3f8bf7f670 completed March 31, 2026, 10:17 p.m.
Created at: March 30, 2026, 5:12 p.m.