Triple
T4957240
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Arnold B. Arons |
E111314
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | science education researcher |
C3389
|
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: science education researcher Context triple: [Arnold B. Arons, instanceOf, science education researcher]
-
A.
educator
An educator is a person who facilitates learning by designing, delivering, and assessing instructional experiences to help others acquire knowledge, skills, and critical thinking abilities.
-
B.
researcher
chosen
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.
library scientist
A library scientist is an information professional who organizes, manages, and curates collections and data systems to ensure efficient access, preservation, and use of knowledge resources.
-
D.
science communicator
A science communicator is a professional who translates complex scientific concepts into clear, engaging, and accurate information for non-expert audiences across various media.
-
E.
higher education scholar
A higher education scholar is an academic expert who studies, analyzes, and advances knowledge about postsecondary institutions, policies, practices, and student experiences.
- 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_69bd4418390c8190b7e9766a2512ce55 |
completed | March 20, 2026, 12:56 p.m. |
Created at: March 20, 2026, 1:32 p.m.