Triple

T8742416
Position Surface form Disambiguated ID Type / Status
Subject Leonard Mlodinow E207534 entity
Predicate notableWork P4 FINISHED
Object The Drunkard's Walk: How Randomness Rules Our Lives
The Drunkard's Walk: How Randomness Rules Our Lives is a popular science book by Leonard Mlodinow that explains the profound role of probability, randomness, and statistical thinking in everyday life and human decision-making.
E754477 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: The Drunkard's Walk: How Randomness Rules Our Lives | Statement: [Leonard Mlodinow, notableWork, The Drunkard's Walk: How Randomness Rules Our Lives]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Drunkard's Walk: How Randomness Rules Our Lives
Context triple: [Leonard Mlodinow, notableWork, The Drunkard's Walk: How Randomness Rules Our Lives]
  • A. Enigmas of Chance: An Autobiography
    Enigmas of Chance: An Autobiography is the memoir of mathematician Mark Kac, reflecting on his life, career, and contributions to probability theory and mathematical physics.
  • B. 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.
  • C. The Signal and the Noise
    The Signal and the Noise is a book by statistician Nate Silver that explores how to make better predictions by distinguishing meaningful signals from misleading noise in data across fields like politics, economics, and science.
  • D. The Joy of x
    The Joy of x is a popular mathematics book by Steven Strogatz that uses everyday stories and clear explanations to reveal the beauty and relevance of math in daily life.
  • E. How to Fail at Almost Everything and Still Win Big
    How to Fail at Almost Everything and Still Win Big is a self-help and personal development book that blends humor, autobiography, and practical advice on success, written by cartoonist and creator of Dilbert, Scott Adams.
  • 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: The Drunkard's Walk: How Randomness Rules Our Lives
Triple: [Leonard Mlodinow, notableWork, The Drunkard's Walk: How Randomness Rules Our Lives]
Generated description
The Drunkard's Walk: How Randomness Rules Our Lives is a popular science book by Leonard Mlodinow that explains the profound role of probability, randomness, and statistical thinking in everyday life and human decision-making.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Drunkard's Walk: How Randomness Rules Our Lives
Target entity description: The Drunkard's Walk: How Randomness Rules Our Lives is a popular science book by Leonard Mlodinow that explains the profound role of probability, randomness, and statistical thinking in everyday life and human decision-making.
  • A. Enigmas of Chance: An Autobiography
    Enigmas of Chance: An Autobiography is the memoir of mathematician Mark Kac, reflecting on his life, career, and contributions to probability theory and mathematical physics.
  • B. 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.
  • C. The Signal and the Noise
    The Signal and the Noise is a book by statistician Nate Silver that explores how to make better predictions by distinguishing meaningful signals from misleading noise in data across fields like politics, economics, and science.
  • D. The Joy of x
    The Joy of x is a popular mathematics book by Steven Strogatz that uses everyday stories and clear explanations to reveal the beauty and relevance of math in daily life.
  • E. How to Fail at Almost Everything and Still Win Big
    How to Fail at Almost Everything and Still Win Big is a self-help and personal development book that blends humor, autobiography, and practical advice on success, written by cartoonist and creator of Dilbert, Scott Adams.
  • 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_69ca835a03a081909d4d4cd01a18c9fb completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d6fd5dc8190906b7147f27c5d46 completed March 31, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf42f282e48190ad158063e265e0f0 completed April 3, 2026, 4:32 a.m.
NEDg Description generation batch_69cf4433605c8190991f95d19726cab8 completed April 3, 2026, 4:38 a.m.
NED2 Entity disambiguation (via description) batch_69cf44c20b408190b622d18f78277802 completed April 3, 2026, 4:40 a.m.
Created at: March 30, 2026, 6:38 p.m.