Triple

T10884980
Position Surface form Disambiguated ID Type / Status
Subject Gerd Gigerenzer E257017 entity
Predicate notableWork P4 FINISHED
Object Risk Savvy
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.
E890553 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: Risk Savvy | Statement: [Gerd Gigerenzer, notableWork, Risk Savvy]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Risk Savvy
Context triple: [Gerd Gigerenzer, notableWork, Risk Savvy]
  • 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 2016 documentary film by Laura Poitras that offers an intimate, years-long portrait of WikiLeaks founder Julian Assange and the controversies surrounding him.
  • 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.
  • 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.
  • 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.
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: Risk Savvy
Triple: [Gerd Gigerenzer, notableWork, Risk Savvy]
Generated 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.
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

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.