Triple

T7981003
Position Surface form Disambiguated ID Type / Status
Subject Windows services E185568 entity
Predicate controlledWith P49579 FINISHED
Object PowerShell Service cmdlets
PowerShell Service cmdlets are a set of PowerShell commands used to manage and automate Windows services, including querying status, starting, stopping, and configuring them.
E37350 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: PowerShell Service cmdlets | Statement: [Windows services, controlledWith, PowerShell Service cmdlets]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: PowerShell Service cmdlets
Context triple: [Windows services, controlledWith, PowerShell Service cmdlets]
  • A. PowerShell
    PowerShell is a task automation and configuration management framework from Microsoft, featuring a powerful command-line shell and scripting language built on .NET.
  • B. Windows services
    Windows services are long-running background processes on the Windows operating system that can start automatically, run without user interaction, and provide core functionality or application hosting.
  • C. Just Enough Administration (JEA)
    Just Enough Administration (JEA) is a PowerShell-based security framework that enables role-based, least-privilege remote administration by granting users only the specific commands and access they need.
  • D. Desired State Configuration (DSC)
    Desired State Configuration (DSC) is a PowerShell-based configuration management platform for automating the deployment and enforcement of system settings across Windows and other environments.
  • E. Windows servicing model
    The Windows servicing model is Microsoft's structured approach to delivering feature updates, quality improvements, and security patches to Windows over time through defined release channels.
  • 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: PowerShell Service cmdlets
Triple: [Windows services, controlledWith, PowerShell Service cmdlets]
Generated description
PowerShell Service cmdlets are a set of PowerShell commands used to manage and automate Windows services, including querying status, starting, stopping, and configuring them.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: PowerShell Service cmdlets
Target entity description: PowerShell Service cmdlets are a set of PowerShell commands used to manage and automate Windows services, including querying status, starting, stopping, and configuring them.
  • A. PowerShell chosen
    PowerShell is a task automation and configuration management framework from Microsoft, featuring a powerful command-line shell and scripting language built on .NET.
  • B. Windows services
    Windows services are long-running background processes on the Windows operating system that can start automatically, run without user interaction, and provide core functionality or application hosting.
  • C. Just Enough Administration (JEA)
    Just Enough Administration (JEA) is a PowerShell-based security framework that enables role-based, least-privilege remote administration by granting users only the specific commands and access they need.
  • D. Desired State Configuration (DSC)
    Desired State Configuration (DSC) is a PowerShell-based configuration management platform for automating the deployment and enforcement of system settings across Windows and other environments.
  • E. Windows servicing model
    The Windows servicing model is Microsoft's structured approach to delivering feature updates, quality improvements, and security patches to Windows over time through defined release channels.
  • 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_69ca829851908190b4e03829353ee7c3 completed March 30, 2026, 2:03 p.m.
NER Named-entity recognition batch_69cb3c274ce48190854d389d43ce14b8 completed March 31, 2026, 3:14 a.m.
NED1 Entity disambiguation (via context triple) batch_69cbe0dab8188190b99e1c13bec61b87 completed March 31, 2026, 2:57 p.m.
NEDg Description generation batch_69cbe43e47048190a0044477f88de5d0 completed March 31, 2026, 3:11 p.m.
NED2 Entity disambiguation (via description) batch_69cc0d60254c819087d1de7ca6ea554b completed March 31, 2026, 6:07 p.m.
Created at: March 30, 2026, 5:15 p.m.