Triple
T350669
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Ann Dunham |
E7435
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | development specialist |
C106
|
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: development specialist Context triple: [Ann Dunham, instanceOf, development specialist]
-
A.
development expert
chosen
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.
-
B.
architect
An architect is a professional who plans, designs, and oversees the construction of buildings and other structures, balancing functionality, safety, aesthetics, and client needs.
-
C.
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.
-
D.
business executive
A business executive is a high-level professional responsible for setting strategic direction, making major organizational decisions, and overseeing the performance and operations of a company or business unit.
-
E.
innovator
An innovator is a person who conceives and implements novel ideas, methods, or products that significantly alter existing practices or create entirely new possibilities.
- 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_69a2e7e696948190bebc966535995e45 |
completed | Feb. 28, 2026, 1:04 p.m. |
Created at: Feb. 28, 2026, 1:08 p.m.