Triple
T12184204
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Nudge: Improving Decisions About Health, Wealth, and Happiness |
E290291
|
entity |
| Predicate | mainTitle |
P38
|
FINISHED |
| Object | Nudge |
E290291
|
NE FINISHED |
How this triple was built (2 steps)
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.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Nudge | Statement: [Nudge: Improving Decisions About Health, Wealth, and Happiness, mainTitle, Nudge]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Nudge Context triple: [Nudge: Improving Decisions About Health, Wealth, and Happiness, mainTitle, Nudge]
-
A.
Nudge
Nudge is a talkative, tech-savvy, winged girl and member of the mutant "Flock" in James Patterson’s Maximum Ride series.
-
B.
Nudge: Improving Decisions About Health, Wealth, and Happiness
chosen
"Nudge: Improving Decisions About Health, Wealth, and Happiness" is a popular behavioral economics book by Richard Thaler and Cass Sunstein that explains how subtle changes in choice architecture can steer people toward better decisions without restricting their freedom.
-
C.
Why Nudge?
"Why Nudge?" is a book by legal scholar Cass Sunstein that examines the ethics and policy implications of using behavioral economics and choice architecture to influence people's decisions.
-
D.
Thinking, Fast and Slow
"Thinking, Fast and Slow" is a bestselling book by psychologist Daniel Kahneman that explores how two distinct systems of thought—fast, intuitive thinking and slow, deliberate reasoning—shape human judgment and decision-making.
-
E.
Misbehaving: The Making of Behavioral Economics
Misbehaving: The Making of Behavioral Economics is a popular science book by economist Richard H. Thaler that chronicles the development of behavioral economics through personal anecdotes, experiments, and challenges to traditional economic theory.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
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. |
| NER | Named-entity recognition | batch_69d915ffe644819085f4eb64802fe349 |
completed | April 10, 2026, 3:23 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f61e505fc481909cdd2dabcef8d948 |
completed | May 2, 2026, 3:54 p.m. |
Created at: April 8, 2026, 9:50 p.m.