Triple

T10884977
Position Surface form Disambiguated ID Type / Status
Subject Gerd Gigerenzer E257017 entity
Predicate notableWork P4 FINISHED
Object Simple Heuristics That Make Us Smart
"Simple Heuristics That Make Us Smart" is a book that argues people can often make better and faster decisions by using simple mental shortcuts rather than complex analytical methods.
E890550 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: Simple Heuristics That Make Us Smart | Statement: [Gerd Gigerenzer, notableWork, Simple Heuristics That Make Us Smart]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Simple Heuristics That Make Us Smart
Context triple: [Gerd Gigerenzer, notableWork, Simple Heuristics That Make Us Smart]
  • A. Noise: A Flaw in Human Judgment
    "Noise: A Flaw in Human Judgment" is a non-fiction book that examines the often-overlooked variability and inconsistency in human decision-making and offers strategies to reduce such errors in fields like law, medicine, and business.
  • B. Center for Adaptive Rationality
    The Center for Adaptive Rationality is a research unit that investigates how humans make decisions and reason under uncertainty, often using insights from psychology, economics, and cognitive science.
  • C. Rationality: What It Is, Why It Seems Scarce, Why It Matters
    "Rationality: What It Is, Why It Seems Scarce, Why It Matters" is a non-fiction book by cognitive psychologist Steven Pinker that explores the nature of human reasoning, why people often think irrationally, and how better reasoning can improve individual and societal decision-making.
  • D. Two Faces of Common Sense
    Two Faces of Common Sense is a section in Karl Popper’s work "Objective Knowledge" where he analyzes and contrasts different aspects of everyday common-sense thinking in relation to scientific knowledge.
  • E. Unified Theories of Cognition
    Unified Theories of Cognition is a comprehensive cognitive science framework proposed by Allen Newell that seeks to explain diverse mental processes—such as problem solving, memory, and learning—within a single, unified theoretical architecture.
  • 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: Simple Heuristics That Make Us Smart
Triple: [Gerd Gigerenzer, notableWork, Simple Heuristics That Make Us Smart]
Generated description
"Simple Heuristics That Make Us Smart" is a book that argues people can often make better and faster decisions by using simple mental shortcuts rather than complex analytical methods.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Simple Heuristics That Make Us Smart
Target entity description: "Simple Heuristics That Make Us Smart" is a book that argues people can often make better and faster decisions by using simple mental shortcuts rather than complex analytical methods.
  • A. Noise: A Flaw in Human Judgment
    "Noise: A Flaw in Human Judgment" is a non-fiction book that examines the often-overlooked variability and inconsistency in human decision-making and offers strategies to reduce such errors in fields like law, medicine, and business.
  • B. Center for Adaptive Rationality
    The Center for Adaptive Rationality is a research unit that investigates how humans make decisions and reason under uncertainty, often using insights from psychology, economics, and cognitive science.
  • C. Rationality: What It Is, Why It Seems Scarce, Why It Matters
    "Rationality: What It Is, Why It Seems Scarce, Why It Matters" is a non-fiction book by cognitive psychologist Steven Pinker that explores the nature of human reasoning, why people often think irrationally, and how better reasoning can improve individual and societal decision-making.
  • D. Two Faces of Common Sense
    Two Faces of Common Sense is a section in Karl Popper’s work "Objective Knowledge" where he analyzes and contrasts different aspects of everyday common-sense thinking in relation to scientific knowledge.
  • E. Unified Theories of Cognition
    Unified Theories of Cognition is a comprehensive cognitive science framework proposed by Allen Newell that seeks to explain diverse mental processes—such as problem solving, memory, and learning—within a single, unified theoretical architecture.
  • 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.