Triple
T10818196
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ivan Levkivskyi |
E255289
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | type system expert |
C28206
|
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: type system expert Context triple: [Ivan Levkivskyi, instanceOf, type system expert]
-
A.
technical expert
chosen
A technical expert is a highly skilled individual with deep, specialized knowledge in a particular technical domain who can analyze complex problems and provide effective, evidence-based solutions.
-
B.
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.
-
C.
systems operator
A systems operator is responsible for monitoring, controlling, and maintaining computer systems or infrastructure to ensure continuous, efficient, and secure operation.
-
D.
systems engineer
A systems engineer designs, integrates, and manages complex systems across their life cycles, ensuring that all components—technical, human, and organizational—work together effectively to meet specified requirements.
-
E.
public service system
A public service system is an organized framework of institutions, processes, and resources designed to deliver essential services and support to the public in an efficient, equitable, and transparent manner.
- 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_69d6aa8081448190a9324184f2bd1c26 |
completed | April 8, 2026, 7:20 p.m. |
Created at: April 8, 2026, 9:18 p.m.