Triple
T560467
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Yoshua Bengio |
E13438
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | deep learning researcher |
C3390
|
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: deep learning researcher Context triple: [Yoshua Bengio, instanceOf, deep learning researcher]
-
A.
machine learning researcher
chosen
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.
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.
-
C.
medical researcher
A medical researcher is a professional who systematically investigates diseases, treatments, and health-related phenomena to generate new knowledge and improve medical care.
-
D.
development expert
A development expert is a professional who applies specialized knowledge, tools, and methodologies to plan, implement, and optimize projects or programs that drive sustainable growth and improvement in a specific domain or region.
-
E.
programmer
A programmer is a person who designs, writes, tests, and maintains computer software by creating and modifying code to solve problems or perform specific tasks.
- 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_69a4933edcf08190b35ecfd6014caee6 |
completed | March 1, 2026, 7:27 p.m. |
Created at: March 1, 2026, 7:32 p.m.