Triple

T8248069
Position Surface form Disambiguated ID Type / Status
Subject Offensive Security E192895 entity
Predicate offersCourse P178 FINISHED
Object Evasion Techniques and Breaching Defenses
Evasion Techniques and Breaching Defenses is an advanced Offensive Security training course focused on teaching penetration testers how to bypass modern security controls and exploit hardened environments.
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: Evasion Techniques and Breaching Defenses | Statement: [Offensive Security, offersCourse, Evasion Techniques and Breaching Defenses]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Evasion Techniques and Breaching Defenses
Context triple: [Offensive Security, offersCourse, Evasion Techniques and Breaching Defenses]
  • A. 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.
  • B. 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.
  • C. The Essence of Security
    "The Essence of Security" is a book by former U.S. Secretary of Defense Robert McNamara that outlines his views on national security, nuclear strategy, and defense policy during the Cold War.
  • D. Emerging Security Challenges Division
    The Emerging Security Challenges Division is a NATO body responsible for addressing new and evolving threats such as cyber defense, terrorism, and the security implications of emerging technologies.
  • E. Offensive Security
    Offensive Security is a cybersecurity training and certification company best known for its hands-on penetration testing courses and the OSCP certification.
  • 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: Evasion Techniques and Breaching Defenses
Triple: [Offensive Security, offersCourse, Evasion Techniques and Breaching Defenses]
Generated description
Evasion Techniques and Breaching Defenses is an advanced Offensive Security training course focused on teaching penetration testers how to bypass modern security controls and exploit hardened environments.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Evasion Techniques and Breaching Defenses
Target entity description: Evasion Techniques and Breaching Defenses is an advanced Offensive Security training course focused on teaching penetration testers how to bypass modern security controls and exploit hardened environments.
  • A. 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.
  • B. 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.
  • C. The Essence of Security
    "The Essence of Security" is a book by former U.S. Secretary of Defense Robert McNamara that outlines his views on national security, nuclear strategy, and defense policy during the Cold War.
  • D. Emerging Security Challenges Division
    The Emerging Security Challenges Division is a NATO body responsible for addressing new and evolving threats such as cyber defense, terrorism, and the security implications of emerging technologies.
  • E. 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.
  • 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_69cd37a71af481909e82aa29ae558c4a 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.