Triple

T7896077
Position Surface form Disambiguated ID Type / Status
Subject Microsoft Docs E183345 entity
Predicate officialDocumentationFor P33323 FINISHED
Object Microsoft services
Microsoft services are a broad suite of cloud, productivity, developer, and enterprise solutions offered by Microsoft, including platforms like Azure, Microsoft 365, and Dynamics 365.
E204764 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 services | Statement: [Microsoft Docs, officialDocumentationFor, Microsoft services]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Microsoft services
Context triple: [Microsoft Docs, officialDocumentationFor, Microsoft services]
  • A. 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.
  • B. Microsoft 365
    Microsoft 365 is a subscription-based suite of productivity and collaboration tools that combines Office applications with cloud services, security features, and device management.
  • C. Azure
    Azure is Microsoft's cloud computing platform offering a wide range of services for building, deploying, and managing applications and infrastructure through Microsoft-managed data centers.
  • D. Windows Live services
    Windows Live services were a suite of Microsoft’s online applications and web-based services, including email, messaging, storage, and other cloud features, designed to integrate closely with Windows and Microsoft’s broader ecosystem.
  • E. Microsoft
    Microsoft is a multinational technology company best known for its Windows operating system, Office productivity suite, and Azure cloud computing platform.
  • 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 services
Triple: [Microsoft Docs, officialDocumentationFor, Microsoft services]
Generated description
Microsoft services are a broad suite of cloud, productivity, developer, and enterprise solutions offered by Microsoft, including platforms like Azure, Microsoft 365, and Dynamics 365.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Microsoft services
Target entity description: Microsoft services are a broad suite of cloud, productivity, developer, and enterprise solutions offered by Microsoft, including platforms like Azure, Microsoft 365, and Dynamics 365.
  • A. Microsoft Cloud chosen
    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.
  • B. Microsoft 365
    Microsoft 365 is a subscription-based suite of productivity and collaboration tools that combines Office applications with cloud services, security features, and device management.
  • C. Azure
    Azure is Microsoft's cloud computing platform offering a wide range of services for building, deploying, and managing applications and infrastructure through Microsoft-managed data centers.
  • D. Windows Live services
    Windows Live services were a suite of Microsoft’s online applications and web-based services, including email, messaging, storage, and other cloud features, designed to integrate closely with Windows and Microsoft’s broader ecosystem.
  • E. Microsoft
    Microsoft is a multinational technology company best known for its Windows operating system, Office productivity suite, and Azure cloud computing platform.
  • 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_69ca828c474c8190a254d6499871eaff completed March 30, 2026, 2:02 p.m.
NER Named-entity recognition batch_69cb3a187a0081909a0c0822c6dab1da completed March 31, 2026, 3:06 a.m.
NED1 Entity disambiguation (via context triple) batch_69cb5bae4bdc8190be7db2ba3acb708a completed March 31, 2026, 5:29 a.m.
NEDg Description generation batch_69cb7632cbbc819087107c8d2172a038 completed March 31, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69cbb64eee408190a66cbd0cba3054b4 completed March 31, 2026, 11:55 a.m.
Created at: March 30, 2026, 5:01 p.m.