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.