Triple
T12184203
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nudge: Improving Decisions About Health, Wealth, and Happiness |
E290291
|
entity |
| Predicate | instanceOf |
P0
|
FINISHED |
| Object | behavioral economics book |
C3065
|
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: behavioral economics book Context triple: [Nudge: Improving Decisions About Health, Wealth, and Happiness, instanceOf, behavioral economics book]
-
A.
behavioral psychology book
A behavioral psychology book is a written work that explores how observable behaviors are learned, shaped, and modified through interactions with the environment, often emphasizing conditioning, reinforcement, and empirical research findings.
-
B.
economics book
chosen
An economics book is a written work that explains, analyzes, or applies economic principles, theories, and data to help readers understand how individuals, markets, and governments make decisions about scarce resources.
-
C.
theory of rational choice under risk
A theory of rational choice under risk explains how individuals should make decisions among uncertain outcomes by systematically comparing the expected utilities of available options, given their probabilities and the decision-maker’s preferences.
-
D.
motivational book
A motivational book is a written work designed to inspire, encourage, and guide readers toward personal growth, goal achievement, and positive change in their lives.
-
E.
behavioral science unit
A behavioral science unit is a specialized team or department that applies psychological, social, and behavioral research methods to understand, predict, and influence human behavior within an organization or system.
- 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_69d6ab64de5881908d56eb7a75c6cc69 |
completed | April 8, 2026, 7:24 p.m. |
Created at: April 8, 2026, 9:50 p.m.