Triple

T10884948
Position Surface form Disambiguated ID Type / Status
Subject Gerd Gigerenzer E257017 entity
Predicate familyName P18 FINISHED
Object Gigerenzer
Gigerenzer is a German psychologist best known for his work on heuristics, decision-making under uncertainty, and the concept of "fast and frugal" reasoning.
E890549 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: Gigerenzer | Statement: [Gerd Gigerenzer, familyName, Gigerenzer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Gigerenzer
Context triple: [Gerd Gigerenzer, familyName, Gigerenzer]
  • 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. 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.
  • 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. How We Think
    How We Think is a foundational philosophical and educational work by John Dewey that analyzes the nature of reflective thought and its role in effective learning and problem-solving.
  • E. Models of Bounded Rationality
    Models of Bounded Rationality is a collection of Herbert A. Simon’s influential works that develop the concept of bounded rationality, explaining how real-world decision-making is constrained by limited information, cognitive capacity, and time.
  • 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: Gigerenzer
Triple: [Gerd Gigerenzer, familyName, Gigerenzer]
Generated description
Gigerenzer is a German psychologist best known for his work on heuristics, decision-making under uncertainty, and the concept of "fast and frugal" reasoning.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Gigerenzer
Target entity description: Gigerenzer is a German psychologist best known for his work on heuristics, decision-making under uncertainty, and the concept of "fast and frugal" reasoning.
  • 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. 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.
  • 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. How We Think
    How We Think is a foundational philosophical and educational work by John Dewey that analyzes the nature of reflective thought and its role in effective learning and problem-solving.
  • E. Models of Bounded Rationality
    Models of Bounded Rationality is a collection of Herbert A. Simon’s influential works that develop the concept of bounded rationality, explaining how real-world decision-making is constrained by limited information, cognitive capacity, and time.
  • 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.