Triple
T26044392
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Astrid S. Tuminez |
E647786
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | technology expert |
C28206
|
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: technology expert Context triple: [Astrid S. Tuminez, instanceOf, technology expert]
-
A.
technical expert
chosen
A technical expert is a highly skilled individual with deep, specialized knowledge in a particular technical domain who can analyze complex problems and provide effective, evidence-based solutions.
-
B.
technology writer
A technology writer researches, interprets, and clearly communicates complex technological concepts, products, and trends to specific audiences through written content such as articles, documentation, and reviews.
-
C.
security expert
A security expert is a professional who assesses, designs, and implements measures to protect systems, data, and people from physical, digital, and organizational threats.
-
D.
technology activist
A technology activist is an individual who leverages, critiques, and advocates around digital tools and systems to promote social justice, equity, and democratic control over technology.
-
E.
computer enthusiast
A computer enthusiast is a person who is deeply interested in computers and technology, often spending significant time learning about, building, customizing, and experimenting with hardware, software, and related systems.
- 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_69e77e8c88f08190858c4c81bd2e1b9a |
completed | April 21, 2026, 1:41 p.m. |
Created at: April 22, 2026, 9:09 a.m.