Triple
T80973
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Thomas Malthus |
E1626
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | demographer |
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: demographer Context triple: [Thomas Malthus, instanceOf, demographer]
-
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.
demographic group
A demographic group is a segment of a population defined by shared characteristics such as age, gender, ethnicity, income, education, or location, used for analysis, comparison, or targeted decision-making.
-
C.
demonym
A demonym is a word used to describe the residents or natives of a particular place, typically derived from the name of that place.
-
D.
civilian population
Civilian population: all non-combatant persons in a given area or state who are not members of the armed forces or active participants in hostilities.
-
E.
mathematician
A mathematician is a person who studies, formulates, and analyzes abstract structures, patterns, and relationships using logical reasoning and symbolic methods.
- F. None of above. chosen
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_69a24c60d19c8190a1b6c105ca59ef5b |
completed | Feb. 28, 2026, 2:01 a.m. |
Created at: Feb. 28, 2026, 2:06 a.m.