Triple
T8287667
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Just Enough Administration |
E193821
|
entity |
| Predicate | introducedIn |
P513
|
FINISHED |
| Object |
Windows Management Framework 5.0
Windows Management Framework 5.0 is a Microsoft package that delivers updated PowerShell, Desired State Configuration, and related management tools for enhanced automation and secure administration on Windows systems.
|
E724250
|
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: Windows Management Framework 5.0 | Statement: [Just Enough Administration, introducedIn, Windows Management Framework 5.0]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Windows Management Framework 5.0 Context triple: [Just Enough Administration, introducedIn, Windows Management Framework 5.0]
-
A.
Windows management infrastructure
Windows Management Infrastructure is a Microsoft framework that provides a unified, standards-based platform for managing and automating Windows systems and applications.
-
B.
Deployment Imaging Servicing and Management
Deployment Imaging Servicing and Management (DISM) is a Windows command-line tool used to service and manage Windows images, including installation, uninstallation, configuration, and updating of system components.
-
C.
Microsoft Management Console 2.0
Microsoft Management Console 2.0 is a system administration framework from Microsoft that provides a unified, extensible interface for managing Windows components and services through snap-in tools.
-
D.
Windows Update for Business
Windows Update for Business is a Microsoft service that enables organizations to centrally manage and control how and when Windows devices receive updates and feature upgrades.
-
E.
WS-Management
WS-Management is a web services–based protocol standard for remotely managing and accessing the configuration and operations of computers and devices over a network.
- 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: Windows Management Framework 5.0 Triple: [Just Enough Administration, introducedIn, Windows Management Framework 5.0]
Generated description
Windows Management Framework 5.0 is a Microsoft package that delivers updated PowerShell, Desired State Configuration, and related management tools for enhanced automation and secure administration on Windows systems.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Windows Management Framework 5.0 Target entity description: Windows Management Framework 5.0 is a Microsoft package that delivers updated PowerShell, Desired State Configuration, and related management tools for enhanced automation and secure administration on Windows systems.
-
A.
Windows management infrastructure
Windows Management Infrastructure is a Microsoft framework that provides a unified, standards-based platform for managing and automating Windows systems and applications.
-
B.
Deployment Imaging Servicing and Management
Deployment Imaging Servicing and Management (DISM) is a Windows command-line tool used to service and manage Windows images, including installation, uninstallation, configuration, and updating of system components.
-
C.
Microsoft Management Console 2.0
Microsoft Management Console 2.0 is a system administration framework from Microsoft that provides a unified, extensible interface for managing Windows components and services through snap-in tools.
-
D.
Windows Update for Business
Windows Update for Business is a Microsoft service that enables organizations to centrally manage and control how and when Windows devices receive updates and feature upgrades.
-
E.
WS-Management
WS-Management is a web services–based protocol standard for remotely managing and accessing the configuration and operations of computers and devices over a network.
- 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_69ca82e32db481908b72f3804fa71152 |
completed | March 30, 2026, 2:04 p.m. |
| NER | Named-entity recognition | batch_69cb7ad4b2008190ad1624e1335147c6 |
completed | March 31, 2026, 7:42 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69cd688441908190b6b0a39dfb9d87ac |
completed | April 1, 2026, 6:48 p.m. |
| NEDg | Description generation | batch_69cd6d55196881909cf5ec925792e09f |
completed | April 1, 2026, 7:09 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69cd7e2bdae08190adc51e904e85695e |
completed | April 1, 2026, 8:21 p.m. |
Created at: March 30, 2026, 5:52 p.m.