Triple
T27555575
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ellen Ochoa |
E695625
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | research engineer |
C48569
|
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: research engineer Context triple: [Ellen Ochoa, instanceOf, research engineer]
-
A.
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.
-
B.
machine learning engineer
A machine learning engineer designs, builds, and deploys data-driven models and systems that learn from data to make predictions or decisions at scale.
-
C.
applied scientist
chosen
An applied scientist is a professional who uses scientific theories, methods, and data to develop practical solutions, technologies, or processes that address real-world problems.
-
D.
robotics engineer
A robotics engineer is a professional who designs, builds, programs, and tests robotic systems that integrate mechanical, electrical, and software components to perform automated tasks.
-
E.
researcher
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.
- 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_69ef5387e97c8190a9dab040d21cd048 |
completed | April 27, 2026, 12:16 p.m. |
Created at: April 27, 2026, 1:36 p.m.