Risk Savvy
E890553
Risk Savvy is a popular science book by psychologist Gerd Gigerenzer that explains how to understand risk and uncertainty in everyday life and make better decisions based on statistical thinking.
All labels observed (1)
| Label | Occurrences |
|---|---|
| Risk Savvy canonical | 3 |
How this entity was disambiguated
This entity first appeared as the object of triple T10884980 — resolving that mention is where its identity was fixed. The disambiguator weighed these candidate entities and picked the highlighted one (or “None”, minting a new entity). This is how homonymy is resolved: the same surface form can point to different entities.
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Risk Savvy Context triple: [Gerd Gigerenzer, notableWork, Risk Savvy]
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A.
Risk
"Risk" is an episode of the British television drama series "Jazz," contributing to the show's exploration of complex characters and themes.
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B.
Risk
Risk is a 2016 documentary film by Laura Poitras that offers an intimate, years-long portrait of WikiLeaks founder Julian Assange and the controversies surrounding him.
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C.
Risk
Risk is a 1999 studio album by American thrash metal band Megadeth that marked a stylistic shift toward more experimental and mainstream rock elements.
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D.
Risk
Risk is a science fiction short story by Isaac Asimov that explores the challenges and dangers of testing experimental robots under hazardous conditions.
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E.
Risk
Risk is a classic strategic board game in which players deploy armies and engage in dice-based battles to conquer territories and achieve global domination.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Risk Savvy Target entity description: Risk Savvy is a popular science book by psychologist Gerd Gigerenzer that explains how to understand risk and uncertainty in everyday life and make better decisions based on statistical thinking.
-
A.
Risk
"Risk" is an episode of the British television drama series "Jazz," contributing to the show's exploration of complex characters and themes.
-
B.
Risk
Risk is a science fiction short story by Isaac Asimov that explores the challenges and dangers of testing experimental robots under hazardous conditions.
-
C.
Risk
Risk is a 2016 documentary film by Laura Poitras that offers an intimate, years-long portrait of WikiLeaks founder Julian Assange and the controversies surrounding him.
-
D.
Risk
Risk is a classic strategic board game in which players deploy armies and engage in dice-based battles to conquer territories and achieve global domination.
-
E.
Risk
Risk is a 1999 studio album by American thrash metal band Megadeth that marked a stylistic shift toward more experimental and mainstream rock elements.
- F. None of above. chosen
Statements (45)
| Predicate | Object |
|---|---|
| instanceOf | book ⓘ |
| advocates |
improving statistical literacy
ⓘ
transparent risk communication ⓘ use of natural frequencies ⓘ |
| aimsTo |
improve decision quality
ⓘ
improve risk understanding ⓘ |
| author | Gerd Gigerenzer ⓘ |
| criticizes |
opaque risk communication
ⓘ
overreliance on complex mathematical models ⓘ |
| explains |
common statistical fallacies
ⓘ
how to interpret probabilities ⓘ how to interpret risks in everyday life ⓘ how to interpret statistical information ⓘ misuse of statistics ⓘ role of emotions in risk perception ⓘ |
| focusesOn |
everyday decisions
ⓘ
financial decision-making ⓘ legal decision-making ⓘ medical decision-making ⓘ |
| genre |
non-fiction
ⓘ
popular science ⓘ |
| hasAuthorOccupation | psychologist ⓘ |
| hasAuthorSpecialization |
decision theory
ⓘ
heuristics and biases ⓘ risk communication ⓘ |
| language | English ⓘ |
| mainSubject |
bounded rationality
ⓘ
decision-making ⓘ heuristics ⓘ probability ⓘ risk ⓘ risk literacy ⓘ statistical thinking ⓘ uncertainty ⓘ |
| proposes |
heuristics for better decisions
ⓘ
simple decision tools ⓘ |
| relatedWork |
Calculated Risks
ⓘ
Gut Feelings ⓘ |
| targetAudience |
general public
ⓘ
policy makers ⓘ professionals in finance ⓘ professionals in medicine ⓘ |
| teaches |
how to avoid being misled by statistics
ⓘ
how to become risk literate ⓘ how to make informed choices under uncertainty ⓘ |
How these facts were elicited
The pipeline generated the facts above by prompting gpt-5.1 with this entity's name + description and the instruction below.
Instruction
You are a knowledge base construction expert. Given a subject entity and a description of it, return factual statements that you know for the subject as a JSON list of dictionaries(triples), where keys must be "subject", "predicate" and "object". The number of facts may be very high, between 25 to 50 or more, for very popular subjects. For less popular subjects, the number of facts can be very low, like 5 or 10. # Requirements - If you don't know the subject at all, return an empty list. - If the subject is not a named entity, return an empty list. - Include at least one triple where predicate is "instanceOf". - Do not get too wordy. - Separate several objects into multiple triples with one object.
Input
Subject: Risk Savvy Description of subject: Risk Savvy is a popular science book by psychologist Gerd Gigerenzer that explains how to understand risk and uncertainty in everyday life and make better decisions based on statistical thinking.
Referenced by (3)
Full triples — surface form annotated when it differs from this entity's canonical label.