Triple
T2555038
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Azure Active Directory |
E56711
|
entity |
| Predicate | accessedVia |
P1985
|
FINISHED |
| Object | PowerShell |
E37350
|
NE FINISHED |
How this triple was built (2 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 | Statement: [Azure Active Directory, accessedVia, PowerShell]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PowerShell Context triple: [Azure Active Directory, accessedVia, PowerShell]
-
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.
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.
-
C.
PowerShellGet
PowerShellGet is a PowerShell module and package manager extension used to discover, install, update, and publish PowerShell modules, scripts, and other artifacts from online repositories like the PowerShell Gallery.
-
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.
PowerShell Empire
PowerShell Empire is a post-exploitation and adversary emulation framework that leverages PowerShell for stealthy command-and-control and offensive security operations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 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_69ab4a4bfec081908039988ec4c86e28 |
completed | March 6, 2026, 9:42 p.m. |
| NER | Named-entity recognition | batch_69abd30d20e081908587c76064573150 |
completed | March 7, 2026, 7:26 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69af655c8d7c8190bef109b10d04464f |
completed | March 10, 2026, 12:27 a.m. |
Created at: March 6, 2026, 9:48 p.m.