Triple
T28993751
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | David Kennedy |
E736099
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | penetration tester |
C6235
|
CONCEPT FINISHED |
How this triple was built (1 step)
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.
CD
Concept disambiguation
gpt-5-mini-2025-08-07
Target class: penetration tester Context triple: [David Kennedy, instanceOf, penetration tester]
-
A.
penetration testing community
A penetration testing community is a collaborative group of security professionals and enthusiasts who share knowledge, tools, techniques, and experiences to identify, exploit, and remediate vulnerabilities in systems and networks.
-
B.
security expert
A security expert is a professional who assesses, designs, and implements measures to protect systems, data, and people from physical, digital, and organizational threats.
-
C.
computer hacker
A computer hacker is an individual who uses advanced technical knowledge to access, manipulate, or exploit computer systems and networks, often bypassing security measures for malicious, exploratory, or corrective purposes.
-
D.
advanced penetration testing course
An advanced penetration testing course is an in-depth, hands-on training program that teaches experienced security professionals how to identify, exploit, and remediate complex vulnerabilities in modern systems, networks, and applications using cutting-edge tools and methodologies.
-
E.
computer security specialist
chosen
A computer security specialist is a professional who protects computer systems, networks, and data from unauthorized access, attacks, and vulnerabilities by implementing, monitoring, and improving security measures.
- F. None of above.
Provenance (1 batch)
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_69f077eacd0481908ef0bafd74491cd0 |
completed | April 28, 2026, 9:03 a.m. |
Created at: April 28, 2026, 9:29 a.m.