Triple
T289720
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Malthusian catastrophe |
E5962
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | economic 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: economic theory concept Context triple: [Malthusian catastrophe, instanceOf, economic theory concept]
-
A.
economist
An economist is a professional who studies how individuals, businesses, and governments allocate scarce resources, analyzing data and theories to understand and predict economic behavior and outcomes.
-
B.
capitalist economy
A capitalist economy is an economic system in which private individuals and firms own the means of production and operate for profit within markets characterized by voluntary exchange, competition, and price signals.
-
C.
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.
-
D.
economic depression
An economic depression is a prolonged, severe downturn in economic activity characterized by significant declines in output, high unemployment, widespread business failures, and persistent financial distress across an economy.
-
E.
concept
A concept is an abstract idea or mental representation that groups together related objects, events, or qualities based on shared characteristics.
- 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.