Triple
T20883918
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Mark Handley |
E514222
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | network researcher |
C3389
|
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: network researcher Context triple: [Mark Handley, instanceOf, network researcher]
-
A.
research network
A research network is a structured system of interconnected researchers, institutions, and resources that collaboratively generate, share, and advance knowledge within and across disciplines.
-
B.
researcher
chosen
A researcher is an individual who systematically investigates questions or problems using structured methods to generate new knowledge, validate existing theories, or develop practical solutions.
-
C.
machine learning researcher
A machine learning researcher is a specialist who develops, analyzes, and improves algorithms and models that enable computers to learn from data and make predictions or decisions.
-
D.
networking expert
A networking expert is a professional who designs, implements, secures, troubleshoots, and optimizes computer networks to ensure reliable, efficient, and scalable communication between systems and users.
-
E.
computer networking journal
A computer networking journal is a periodical publication that presents peer-reviewed research, reviews, and technical articles on the design, analysis, implementation, and performance of computer networks and related communication technologies.
- 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_69e0b4f733f081908a401c0b7beb0b9f |
completed | April 16, 2026, 10:07 a.m. |
Created at: April 16, 2026, 12:46 p.m.