Triple
T11986144
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Marc Isambard Brunel |
E285284
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | industrial engineer |
C30739
|
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: industrial engineer Context triple: [Marc Isambard Brunel, instanceOf, industrial engineer]
-
A.
industrial engineering approach
An industrial engineering approach systematically analyzes, designs, and optimizes integrated systems of people, materials, information, equipment, and energy to improve efficiency, quality, and productivity.
-
B.
mechanical engineer
A mechanical engineer is a professional who applies principles of physics, mathematics, and materials science to design, analyze, manufacture, and maintain mechanical systems and devices.
-
C.
civil engineer
A civil engineer is a professional who designs, constructs, and maintains infrastructure projects such as roads, bridges, buildings, and water systems to ensure safety, functionality, and sustainability.
-
D.
control systems engineer
A control systems engineer designs, analyzes, and optimizes automated systems that regulate the behavior of dynamic processes using feedback, sensors, and control algorithms.
-
E.
engineering regulator
An engineering regulator is an entity or mechanism that establishes, enforces, and monitors technical standards, safety requirements, and compliance within engineering practices and systems.
- 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_69d6ab44a77c8190a652f4b27164e4ef |
completed | April 8, 2026, 7:23 p.m. |
Created at: April 8, 2026, 9:46 p.m.