Triple
T12420192
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Hallock |
E296747
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | aviation safety expert |
C1346
|
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: aviation safety expert Context triple: [James Hallock, instanceOf, aviation safety expert]
-
A.
aerospace expert
chosen
An aerospace expert is a highly skilled professional with deep knowledge of aeronautics and astronautics who designs, analyzes, and optimizes aircraft, spacecraft, and related systems for performance, safety, and reliability.
-
B.
aviation journalist
An aviation journalist researches, investigates, and reports on topics related to aircraft, airlines, aerospace technology, and the aviation industry for various media outlets.
-
C.
aviation safety audit program
An aviation safety audit program is a systematic, structured process for evaluating and verifying an aviation organization’s compliance with safety regulations, standards, and best practices to identify risks and drive continuous safety improvement.
-
D.
Aviation discipline
Aviation discipline is the systematic body of knowledge, practices, and standards that govern the safe, efficient, and regulated operation, management, and study of aircraft and air transportation.
-
E.
aviation authority
An aviation authority is a governmental or regulatory body responsible for overseeing civil aviation safety, security, standards, and compliance within a specific jurisdiction.
- 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_69d6ada0640c81908c061d7fb3d47786 |
completed | April 8, 2026, 7:33 p.m. |
Created at: April 8, 2026, 9:55 p.m.