Triple
T289719
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malthusian catastrophe |
E5962
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | demographic theory concept |
C324
|
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 theory concept Context triple: [Malthusian catastrophe, instanceOf, demographic theory concept]
-
A.
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.
-
B.
geographical concept
A geographical concept is an abstract idea or principle used to understand, describe, and analyze the spatial characteristics, relationships, and processes of the Earth's physical and human environments.
-
C.
concept
A concept is an abstract idea or mental representation that groups together related objects, events, or qualities based on shared characteristics.
-
D.
theoretical model
chosen
A theoretical model is an abstract, simplified representation of a system or phenomenon used to explain, predict, or understand its behavior based on underlying principles and assumptions.
-
E.
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.
- 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_69a25946a7ac8190a78871c210213272 |
completed | Feb. 28, 2026, 2:56 a.m. |
Created at: Feb. 28, 2026, 3:02 a.m.