Triple
T7033923
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Demographic Research Unit of the California Department of Finance |
E163333
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | demographic research unit |
C13235
|
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: demographic research unit Context triple: [Demographic Research Unit of the California Department of Finance, instanceOf, demographic research unit]
-
A.
population research institution
chosen
A population research institution is an organization dedicated to studying demographic patterns, population dynamics, and related social, economic, and health impacts to inform policy and planning.
-
B.
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.
-
C.
demographer
A demographer is a specialist who studies the size, structure, distribution, and trends of human populations using statistical analysis.
-
D.
work of demography
A work of demography is a scholarly or analytical product that systematically studies and interprets population size, structure, distribution, and changes over time using quantitative data and statistical methods.
-
E.
urban studies research center
An urban studies research center is an interdisciplinary institution that investigates the social, economic, environmental, and spatial dynamics of cities to inform policy, planning, and sustainable urban development.
- 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_69c6885d691c81908cf7d31083113886 |
completed | March 27, 2026, 1:38 p.m. |
Created at: March 27, 2026, 2:36 p.m.