Triple
T5200054
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Michael Beasley |
E117370
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | public health epidemiologist |
C3387
|
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: public health epidemiologist Context triple: [Michael Beasley, instanceOf, public health epidemiologist]
-
A.
epidemiologist
chosen
An epidemiologist is a public health professional who studies the patterns, causes, and effects of health and disease conditions in populations to prevent and control outbreaks.
-
B.
public health official
A public health official is a professional responsible for protecting and improving community health through policy development, disease prevention, health education, and coordination of public health programs and responses.
-
C.
community health specialist
A community health specialist plans, implements, and evaluates programs and interventions to improve the health and well-being of specific populations by addressing medical, social, and environmental factors.
-
D.
epidemiology research unit
An epidemiology research unit is a specialized team or facility that designs, conducts, and analyzes studies on the distribution, determinants, and control of health-related events in populations.
-
E.
school of public health
A school of public health is an academic institution dedicated to educating professionals, conducting research, and advancing policies and practices that protect and improve the health of populations and communities.
- 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_69bd4462ed04819084fcb01eb9d2fa74 |
completed | March 20, 2026, 12:58 p.m. |
Created at: March 20, 2026, 1:47 p.m.