Triple
T7428449
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Dug Song |
E171425
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | cybersecurity entrepreneur |
C22215
|
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: cybersecurity entrepreneur Context triple: [Dug Song, instanceOf, cybersecurity entrepreneur]
-
A.
telecommunications entrepreneur
A telecommunications entrepreneur is an individual who identifies opportunities and builds businesses that develop, provide, or innovate communication networks, services, or technologies connecting people and organizations.
-
B.
computer security specialist
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.
-
C.
security advocate
A security advocate is a professional who champions, educates, and influences best practices in security across teams and organizations to reduce risk and promote a strong security culture.
-
D.
network security company
A network security company is an organization that designs, implements, and manages technologies and services to protect computer networks, data, and systems from unauthorized access, attacks, and other cyber threats.
-
E.
technology investor
A technology investor is an individual or entity that allocates capital to technology-focused companies or innovations with the expectation of financial returns driven by technological advancement and market growth.
- F. None of above. chosen
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_69c68a63491881909281f73d4d5643bf |
completed | March 27, 2026, 1:47 p.m. |
Created at: March 27, 2026, 3:12 p.m.