Triple
T12590945
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Harlan Krumholz |
E300601
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | health services researcher |
C2691
|
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: health services researcher Context triple: [Harlan Krumholz, instanceOf, health services researcher]
-
A.
health policy scholar
A health policy scholar is an expert who studies, analyzes, and evaluates health systems, laws, and regulations to inform and improve public health decision-making and outcomes.
-
B.
health service purchaser
A health service purchaser is an entity (such as an insurer, government body, or employer) that buys or commissions healthcare services on behalf of a defined population, managing contracts, payments, and performance to ensure value and quality of care.
-
C.
medical researcher
chosen
A medical researcher is a professional who systematically investigates diseases, treatments, and health-related phenomena to generate new knowledge and improve medical care.
-
D.
health sciences sector
The health sciences sector encompasses organizations and activities focused on advancing medical knowledge, improving health outcomes, and delivering healthcare services through research, education, technology, and clinical practice.
-
E.
epidemiologist
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.
- 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_69d7bde87b648190bcd0266e9efde098 |
completed | April 9, 2026, 2:55 p.m. |
Created at: April 9, 2026, 5:07 p.m.