Triple
T15688010
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | second-order cybernetics |
E380252
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | systems theory approach |
C35724
|
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: systems theory approach Context triple: [second-order cybernetics, instanceOf, systems theory approach]
-
A.
systems theorist
A systems theorist is a thinker who studies and models how interconnected components within complex systems interact, adapt, and give rise to emergent behaviors across diverse domains.
-
B.
socio-technical system
A socio-technical system is an interconnected arrangement of people, technologies, and organizational structures whose interactions jointly shape how work is performed and outcomes are produced.
-
C.
problem-solving system
A problem-solving system is a structured framework of processes, methods, and tools designed to analyze situations, generate options, and select and implement effective solutions to achieve specific goals.
-
D.
planning theory
Planning theory is the body of concepts and frameworks that explains how planning processes are designed, justified, and carried out to guide decision-making and shape future development in societies.
-
E.
public open space system
A public open space system is an interconnected network of accessible parks, plazas, greenways, and natural areas designed to support recreation, social interaction, ecological health, and urban livability for all community members.
- 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_69d86d99e860819094b6957cde470f2c |
completed | April 10, 2026, 3:25 a.m. |
Created at: April 10, 2026, 4:44 a.m.