Triple
T1717799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Kali Linux |
E37327
|
entity |
| Predicate | includesTool |
P1393
|
FINISHED |
| Object |
PowerShell Empire
PowerShell Empire is a post-exploitation and adversary emulation framework that leverages PowerShell for stealthy command-and-control and offensive security operations.
|
E192912
|
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 Empire | Statement: [Kali Linux, includesTool, PowerShell Empire]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: PowerShell Empire Context triple: [Kali Linux, includesTool, PowerShell Empire]
-
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.
Carnegie Mellon University Red Team
The Carnegie Mellon University Red Team was a pioneering robotics group from Carnegie Mellon that developed autonomous vehicles and gained prominence for its strong performance in DARPA’s early self-driving car competitions.
-
C.
SolarWinds
SolarWinds is an American software company best known for its IT infrastructure management tools and for being at the center of a major 2020 supply-chain cyberattack.
-
D.
Kali Linux
Kali Linux is a Debian-based Linux distribution specifically designed for digital forensics and penetration testing, widely used by security professionals and ethical hackers.
-
E.
Reaver (WPS attack tool)
Reaver is a specialized Wi-Fi security tool designed to exploit vulnerabilities in the WPS (Wi-Fi Protected Setup) protocol in order to recover WPA/WPA2 passphrases.
- 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 Empire Triple: [Kali Linux, includesTool, PowerShell Empire]
Generated description
PowerShell Empire is a post-exploitation and adversary emulation framework that leverages PowerShell for stealthy command-and-control and offensive security operations.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: PowerShell Empire Target entity description: PowerShell Empire is a post-exploitation and adversary emulation framework that leverages PowerShell for stealthy command-and-control and offensive security operations.
-
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.
Carnegie Mellon University Red Team
The Carnegie Mellon University Red Team was a pioneering robotics group from Carnegie Mellon that developed autonomous vehicles and gained prominence for its strong performance in DARPA’s early self-driving car competitions.
-
C.
SolarWinds
SolarWinds is an American software company best known for its IT infrastructure management tools and for being at the center of a major 2020 supply-chain cyberattack.
-
D.
Kali Linux
Kali Linux is a Debian-based Linux distribution specifically designed for digital forensics and penetration testing, widely used by security professionals and ethical hackers.
-
E.
Reaver (WPS attack tool)
Reaver is a specialized Wi-Fi security tool designed to exploit vulnerabilities in the WPS (Wi-Fi Protected Setup) protocol in order to recover WPA/WPA2 passphrases.
- 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_69a8861912dc8190931af43b4b9158a7 |
completed | March 4, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69aa6337d8408190bdba8b50652d50ae |
completed | March 6, 2026, 5:16 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ad8ae6940c81909c1ebdfb0cdef5fc |
completed | March 8, 2026, 2:42 p.m. |
| NEDg | Description generation | batch_69ad957adf1c8190b7c8656c1984f998 |
completed | March 8, 2026, 3:27 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ad97af6b388190b2af293599108df3 |
completed | March 8, 2026, 3:37 p.m. |
Created at: March 4, 2026, 7:30 p.m.