Triple
T26986310
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | James Martin |
E679745
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | technology scholar |
C3671
|
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 scholar Context triple: [James Martin, instanceOf, technology scholar]
-
A.
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.
-
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.
technology college
A technology college is an educational institution focused on providing specialized, career-oriented training and degree programs in applied sciences, engineering, and technological fields.
-
D.
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.
-
E.
digital humanities scholar
chosen
A digital humanities scholar is an academic who integrates computational tools and methods with humanistic inquiry to analyze, interpret, and present cultural, historical, and literary materials in new ways.
- 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_69eeeb5138ac8190b3c273ddc659a54f |
completed | April 27, 2026, 4:51 a.m. |
Created at: April 27, 2026, 6:48 a.m.