Triple

T8242235
Position Surface form Disambiguated ID Type / Status
Subject Clayton Christensen E192563 entity
Predicate notableWork P4 FINISHED
Object Competing Against Luck
Competing Against Luck is a business strategy book by Clayton Christensen that introduces and applies the "Jobs to Be Done" theory to explain how companies can systematically innovate and create successful products.
 E721631 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: Competing Against Luck | Statement: [Clayton Christensen, notableWork, Competing Against Luck]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Competing Against Luck
Context triple: [Clayton Christensen, notableWork, Competing Against Luck]
  • A. The Truth About Luck
    The Truth About Luck is a reflective nonfiction book by Iain Reid that blends memoir and philosophical meditation as he spends time with his elderly grandmother exploring ideas of fortune, aging, and gratitude.
  • 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 Science of Victory
    The Science of Victory is a seminal military treatise by Russian general Alexander Suvorov that outlines his principles of rapid, disciplined, and offensive warfare.
  • D. The Joy of Winning
    "The Joy of Winning" is a popular science book by mathematician and broadcaster Hannah Fry that explores how mathematical principles and game theory shape decision-making, competition, and everyday life.
  • E. Experience and Prediction
    Experience and Prediction is a seminal philosophical work by Hans Reichenbach that develops a logical and probabilistic foundation for scientific knowledge and induction within the framework of logical empiricism.
  • 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: Competing Against Luck
Triple: [Clayton Christensen, notableWork, Competing Against Luck]
Generated description
Competing Against Luck is a business strategy book by Clayton Christensen that introduces and applies the "Jobs to Be Done" theory to explain how companies can systematically innovate and create successful products.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Competing Against Luck
Target entity description: Competing Against Luck is a business strategy book by Clayton Christensen that introduces and applies the "Jobs to Be Done" theory to explain how companies can systematically innovate and create successful products.
  • A. The Truth About Luck
    The Truth About Luck is a reflective nonfiction book by Iain Reid that blends memoir and philosophical meditation as he spends time with his elderly grandmother exploring ideas of fortune, aging, and gratitude.
  • 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 Science of Victory
    The Science of Victory is a seminal military treatise by Russian general Alexander Suvorov that outlines his principles of rapid, disciplined, and offensive warfare.
  • D. The Joy of Winning
    "The Joy of Winning" is a popular science book by mathematician and broadcaster Hannah Fry that explores how mathematical principles and game theory shape decision-making, competition, and everyday life.
  • E. Experience and Prediction
    Experience and Prediction is a seminal philosophical work by Hans Reichenbach that develops a logical and probabilistic foundation for scientific knowledge and induction within the framework of logical empiricism.
  • 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_69ca82dc8f148190a2c75a98501a7b91 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb783f67708190a4e1c4078c3a6fb0 completed March 31, 2026, 7:31 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd351871ac81909f8e4a72a6b99ac3 completed April 1, 2026, 3:09 p.m.
NEDg Description generation batch_69cd37a5d3bc8190801b1b0f09eee462 completed April 1, 2026, 3:20 p.m.
NED2 Entity disambiguation (via description) batch_69cd4edfda788190a29f5d9a7a61f6ed completed April 1, 2026, 4:59 p.m.
Created at: March 30, 2026, 5:47 p.m.