Triple
T627853
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Paul R. Ehrlich |
E15858
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | population studies scholar |
C1614
|
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: population studies scholar Context triple: [Paul R. Ehrlich, instanceOf, population studies scholar]
-
A.
anthropologist
An anthropologist is a social scientist who studies human beings, their cultures, societies, and biological and evolutionary development across time and space.
-
B.
demographer
chosen
A demographer is a specialist who studies the size, structure, distribution, and trends of human populations using statistical analysis.
-
C.
social scientist
A social scientist is a researcher who systematically studies human behavior, social relationships, and societal structures using empirical methods to understand and explain social phenomena.
-
D.
sociologist
A sociologist is a professional who systematically studies human societies, social relationships, and institutions to understand patterns of behavior, social structures, and cultural norms.
-
E.
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.
- 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_69a4935c131c8190a5378c6bf101e8cc |
completed | March 1, 2026, 7:28 p.m. |
Created at: March 1, 2026, 7:35 p.m.