Triple
T13601
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Fang-Howard Chang |
E273
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | innovator |
C174
|
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: innovator Context triple: [Fang-Howard Chang, instanceOf, innovator]
-
A.
information technology pioneer
An information technology pioneer is an individual who significantly advances the development, application, or understanding of computing and digital technologies, often introducing groundbreaking concepts, systems, or practices that shape the evolution of the IT field.
-
B.
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.
-
C.
economist
An economist is a professional who studies how individuals, businesses, and governments allocate scarce resources, analyzing data and theories to understand and predict economic behavior and outcomes.
-
D.
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.
-
E.
visionary computing idea
A visionary computing idea is a forward-looking conceptual innovation that reimagines how computation could fundamentally operate, interact with humans, or transform society beyond current technological limits.
- F. None of above. chosen
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_69a23d7ad88c8190bffe8ab091d86642 |
completed | Feb. 28, 2026, 12:57 a.m. |
Created at: Feb. 28, 2026, 1:02 a.m.