Triple

T8248063
Position Surface form Disambiguated ID Type / Status
Subject Offensive Security E192895 entity
Predicate offersCourse P178 FINISHED
Object Penetration Testing with Kali Linux
Penetration Testing with Kali Linux is a hands-on, foundational ethical hacking and penetration testing course that trains students to use Kali Linux tools and methodologies to assess and secure computer systems.
E192895 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: Penetration Testing with Kali Linux | Statement: [Offensive Security, offersCourse, Penetration Testing with Kali Linux]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Penetration Testing with Kali Linux
Context triple: [Offensive Security, offersCourse, Penetration Testing with Kali Linux]
  • A. Metasploit Framework
    Metasploit Framework is an open-source penetration testing platform widely used for developing, testing, and executing exploits against remote targets.
  • B. Offensive Security
    Offensive Security is a cybersecurity training and certification company best known for its hands-on penetration testing courses and the OSCP certification.
  • C. How to Break Software
    "How to Break Software" is a practical software testing book that teaches systematic techniques for finding defects by thinking like an attacker of software systems.
  • D. How to Break Web Software
    "How to Break Web Software" is a software testing book that focuses on systematically finding security and reliability flaws in web applications.
  • E. Surveillance Self-Defense
    Surveillance Self-Defense is an online guide created by the Electronic Frontier Foundation that teaches individuals and organizations practical strategies and tools to protect their privacy and security in the digital world.
  • 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: Penetration Testing with Kali Linux
Triple: [Offensive Security, offersCourse, Penetration Testing with Kali Linux]
Generated description
Penetration Testing with Kali Linux is a hands-on, foundational ethical hacking and penetration testing course that trains students to use Kali Linux tools and methodologies to assess and secure computer systems.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Penetration Testing with Kali Linux
Target entity description: Penetration Testing with Kali Linux is a hands-on, foundational ethical hacking and penetration testing course that trains students to use Kali Linux tools and methodologies to assess and secure computer systems.
  • A. Metasploit Framework
    Metasploit Framework is an open-source penetration testing platform widely used for developing, testing, and executing exploits against remote targets.
  • B. Offensive Security chosen
    Offensive Security is a cybersecurity training and certification company best known for its hands-on penetration testing courses and the OSCP certification.
  • C. How to Break Software
    "How to Break Software" is a practical software testing book that teaches systematic techniques for finding defects by thinking like an attacker of software systems.
  • D. How to Break Web Software
    "How to Break Web Software" is a software testing book that focuses on systematically finding security and reliability flaws in web applications.
  • E. Surveillance Self-Defense
    Surveillance Self-Defense is an online guide created by the Electronic Frontier Foundation that teaches individuals and organizations practical strategies and tools to protect their privacy and security in the digital world.
  • 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_69ca82de7b8c81908d8106f8a53cff9b completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb7875318c819095f971ba513c54fd completed March 31, 2026, 7:32 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd3530ca148190a28761622d0cf663 completed April 1, 2026, 3:09 p.m.
NEDg Description generation batch_69cd37a5d3bc8190801b1b0f09eee462 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4ef034ec8190a4229b21e6088c79 completed April 1, 2026, 4:59 p.m.
Created at: March 30, 2026, 5:48 p.m.