Triple

T8248065
Position Surface form Disambiguated ID Type / Status
Subject Offensive Security E192895 entity
Predicate offersCourse P178 FINISHED
Object Advanced Web Attacks and Exploitation
Advanced Web Attacks and Exploitation is an advanced, hands-on Offensive Security training course focused on sophisticated web application hacking techniques and real-world exploitation scenarios.
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: Advanced Web Attacks and Exploitation | Statement: [Offensive Security, offersCourse, Advanced Web Attacks and Exploitation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Advanced Web Attacks and Exploitation
Context triple: [Offensive Security, offersCourse, Advanced Web Attacks and Exploitation]
  • 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. Metasploit Framework
    Metasploit Framework is an open-source penetration testing platform widely used for developing, testing, and executing exploits against remote targets.
  • C. 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.
  • D. 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.
  • 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: Advanced Web Attacks and Exploitation
Triple: [Offensive Security, offersCourse, Advanced Web Attacks and Exploitation]
Generated description
Advanced Web Attacks and Exploitation is an advanced, hands-on Offensive Security training course focused on sophisticated web application hacking techniques and real-world exploitation scenarios.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Advanced Web Attacks and Exploitation
Target entity description: Advanced Web Attacks and Exploitation is an advanced, hands-on Offensive Security training course focused on sophisticated web application hacking techniques and real-world exploitation scenarios.
  • 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. Metasploit Framework
    Metasploit Framework is an open-source penetration testing platform widely used for developing, testing, and executing exploits against remote targets.
  • C. 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.
  • D. 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.
  • 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_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.