Triple

T1885101
Position Surface form Disambiguated ID Type / Status
Subject IBM PC compatible E39944 entity
Predicate associatedWith P37 FINISHED
Object Microsoft software ecosystem
The Microsoft software ecosystem is the integrated collection of operating systems, applications, development tools, and cloud services built around Microsoft platforms such as Windows and Azure, widely used on IBM PC compatible hardware.
E1649 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: Microsoft software ecosystem | Statement: [IBM PC compatible, associatedWith, Microsoft software ecosystem]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Microsoft software ecosystem
Context triple: [IBM PC compatible, associatedWith, Microsoft software ecosystem]
  • A. Microsoft Office
    Microsoft Office is a widely used suite of productivity applications developed by Microsoft, including programs for word processing, spreadsheets, presentations, email, and more.
  • B. Microsoft
    Microsoft is a multinational technology company best known for its Windows operating system, Office productivity suite, and Azure cloud computing platform.
  • C. Microsoft Plus! product line
    The Microsoft Plus! product line was a series of add-on enhancement packs for various versions of the Windows operating system, providing extra features, themes, and utilities beyond the base OS.
  • D. Microsoft Cloud
    Microsoft Cloud is Microsoft's comprehensive suite of cloud computing services, including infrastructure, platform, and software solutions delivered via Azure, Microsoft 365, Dynamics 365, and related technologies.
  • E. System Center
    System Center is a suite of Microsoft management tools for centrally deploying, monitoring, and administering IT infrastructure and applications across enterprise 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: Microsoft software ecosystem
Triple: [IBM PC compatible, associatedWith, Microsoft software ecosystem]
Generated description
The Microsoft software ecosystem is the integrated collection of operating systems, applications, development tools, and cloud services built around Microsoft platforms such as Windows and Azure, widely used on IBM PC compatible hardware.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Microsoft software ecosystem
Target entity description: The Microsoft software ecosystem is the integrated collection of operating systems, applications, development tools, and cloud services built around Microsoft platforms such as Windows and Azure, widely used on IBM PC compatible hardware.
  • A. Microsoft Office
    Microsoft Office is a widely used suite of productivity applications developed by Microsoft, including programs for word processing, spreadsheets, presentations, email, and more.
  • B. Microsoft chosen
    Microsoft is a multinational technology company best known for its Windows operating system, Office productivity suite, and Azure cloud computing platform.
  • C. Microsoft Plus! product line
    The Microsoft Plus! product line was a series of add-on enhancement packs for various versions of the Windows operating system, providing extra features, themes, and utilities beyond the base OS.
  • D. Microsoft Cloud
    Microsoft Cloud is Microsoft's comprehensive suite of cloud computing services, including infrastructure, platform, and software solutions delivered via Azure, Microsoft 365, Dynamics 365, and related technologies.
  • E. System Center
    System Center is a suite of Microsoft management tools for centrally deploying, monitoring, and administering IT infrastructure and applications across enterprise environments.
  • F. None of above.

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_69a88633e4fc8190b7eb40463e048ec5 completed March 4, 2026, 7:21 p.m.
NER Named-entity recognition batch_69abb11eb2d0819088d67b1cfc772049 completed March 7, 2026, 5:01 a.m.
NED1 Entity disambiguation (via context triple) batch_69addf61413081909c0e840590aaf631 completed March 8, 2026, 8:43 p.m.
NEDg Description generation batch_69addfcecdf48190a325eb5c8b10f238 completed March 8, 2026, 8:45 p.m.
NED2 Entity disambiguation (via description) batch_69ade0ba34ac8190ac94f7dbb5778f70 completed March 8, 2026, 8:48 p.m.
Created at: March 4, 2026, 7:34 p.m.