Triple
T10884978
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Gerd Gigerenzer |
E257017
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Calculated Risks
Calculated Risks is a popular science book by psychologist Gerd Gigerenzer that explains how to better understand and communicate statistical information and probabilities in everyday decision-making.
|
E890551
|
NE FINISHED |
How this triple was built (4 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: Calculated Risks | Statement: [Gerd Gigerenzer, notableWork, Calculated Risks]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Calculated Risks Context triple: [Gerd Gigerenzer, notableWork, Calculated Risks]
-
A.
Not Without Risk
"Not Without Risk" is an album by American percussionist and shamanic practitioner Byron Metcalf, known for its deep, trance-inducing ambient and tribal rhythms.
-
B.
A Cautionary Tale
"A Cautionary Tale" is an opening number from the Mean Girls stage musical that sets up the story’s themes of high school hierarchy, bullying, and the consequences of social cruelty.
-
C.
The New Danger
The New Danger is a 2004 studio album by American rapper and actor Mos Def that blends hip hop with rock, soul, and blues influences.
-
D.
The Taming of Chance
The Taming of Chance is a influential philosophical and historical study by Ian Hacking that examines how concepts of probability and statistical thinking transformed modern understandings of chance, causality, and social regulation.
-
E.
Mortal Causes
Mortal Causes is a crime novel by Scottish author Ian Rankin, featuring Inspector Rebus investigating a politically charged murder in Edinburgh.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Calculated Risks Triple: [Gerd Gigerenzer, notableWork, Calculated Risks]
Generated description
Calculated Risks is a popular science book by psychologist Gerd Gigerenzer that explains how to better understand and communicate statistical information and probabilities in everyday decision-making.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Calculated Risks Target entity description: Calculated Risks is a popular science book by psychologist Gerd Gigerenzer that explains how to better understand and communicate statistical information and probabilities in everyday decision-making.
-
A.
Not Without Risk
"Not Without Risk" is an album by American percussionist and shamanic practitioner Byron Metcalf, known for its deep, trance-inducing ambient and tribal rhythms.
-
B.
A Cautionary Tale
"A Cautionary Tale" is an opening number from the Mean Girls stage musical that sets up the story’s themes of high school hierarchy, bullying, and the consequences of social cruelty.
-
C.
The New Danger
The New Danger is a 2004 studio album by American rapper and actor Mos Def that blends hip hop with rock, soul, and blues influences.
-
D.
The Taming of Chance
The Taming of Chance is a influential philosophical and historical study by Ian Hacking that examines how concepts of probability and statistical thinking transformed modern understandings of chance, causality, and social regulation.
-
E.
Mortal Causes
Mortal Causes is a crime novel by Scottish author Ian Rankin, featuring Inspector Rebus investigating a politically charged murder in Edinburgh.
- F. None of above. chosen
Provenance (5 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_69d6aa848804819081b2713ca0bedf06 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d751dd6a3c81909965ef774e8b7309 |
completed | April 9, 2026, 7:14 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69dff7ecf1c48190aef0d31ef03d1f88 |
completed | April 15, 2026, 8:41 p.m. |
| NEDg | Description generation | batch_69e002709d38819099c4402d30824612 |
completed | April 15, 2026, 9:26 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69e005873ba48190b8c24c77611562fa |
completed | April 15, 2026, 9:39 p.m. |
Created at: April 8, 2026, 9:21 p.m.