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.