Triple

T18961728
Position Surface form Disambiguated ID Type / Status
Subject The Human Equation: Building Profits by Putting People First E463928 entity
Predicate relatedWork P37 FINISHED
Object The Knowing-Doing Gap
The Knowing-Doing Gap is a management book that explores why organizations fail to translate knowledge into effective action and offers strategies to close that execution gap.
E1350818 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 Knowing-Doing Gap | Statement: [The Human Equation: Building Profits by Putting People First, relatedWork, The Knowing-Doing Gap]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Knowing-Doing Gap
Context triple: [The Human Equation: Building Profits by Putting People First, relatedWork, The Knowing-Doing Gap]
  • A. On Learned Ignorance
    On Learned Ignorance is a 1440 philosophical and theological treatise by Nicholas of Cusa that explores the limits of human knowledge and the idea that true wisdom arises from recognizing our own ignorance.
  • B. Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management
    "Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management" is a management book by Jeffrey Pfeffer that advocates using rigorous evidence and data-driven thinking to make better organizational and leadership decisions.
  • C. Nudge: Improving Decisions About Health, Wealth, and Happiness
    "Nudge: Improving Decisions About Health, Wealth, and Happiness" is a popular behavioral economics book by Richard Thaler and Cass Sunstein that explains how subtle changes in choice architecture can steer people toward better decisions without restricting their freedom.
  • D. Know, Teach, Replicate
    "Know, Teach, Replicate" is the official motto of the U.S. Air Force's 527th Space Aggressor Squadron, reflecting its mission to understand, instruct on, and emulate adversary space capabilities.
  • E. Five Minds for the Future
    Five Minds for the Future is a book by psychologist Howard Gardner that outlines five essential cognitive approaches—disciplined, synthesizing, creating, respectful, and ethical minds—needed to thrive in the 21st century.
  • 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 Knowing-Doing Gap
Triple: [The Human Equation: Building Profits by Putting People First, relatedWork, The Knowing-Doing Gap]
Generated description
The Knowing-Doing Gap is a management book that explores why organizations fail to translate knowledge into effective action and offers strategies to close that execution gap.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Knowing-Doing Gap
Target entity description: The Knowing-Doing Gap is a management book that explores why organizations fail to translate knowledge into effective action and offers strategies to close that execution gap.
  • A. On Learned Ignorance
    On Learned Ignorance is a 1440 philosophical and theological treatise by Nicholas of Cusa that explores the limits of human knowledge and the idea that true wisdom arises from recognizing our own ignorance.
  • B. Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management
    "Hard Facts, Dangerous Half-Truths, and Total Nonsense: Profiting from Evidence-Based Management" is a management book by Jeffrey Pfeffer that advocates using rigorous evidence and data-driven thinking to make better organizational and leadership decisions.
  • C. Nudge: Improving Decisions About Health, Wealth, and Happiness
    "Nudge: Improving Decisions About Health, Wealth, and Happiness" is a popular behavioral economics book by Richard Thaler and Cass Sunstein that explains how subtle changes in choice architecture can steer people toward better decisions without restricting their freedom.
  • D. Know, Teach, Replicate
    "Know, Teach, Replicate" is the official motto of the U.S. Air Force's 527th Space Aggressor Squadron, reflecting its mission to understand, instruct on, and emulate adversary space capabilities.
  • E. Five Minds for the Future
    Five Minds for the Future is a book by psychologist Howard Gardner that outlines five essential cognitive approaches—disciplined, synthesizing, creating, respectful, and ethical minds—needed to thrive in the 21st century.
  • 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_69d8dcffc278819086792a4ebfddfafa completed April 10, 2026, 11:20 a.m.
NER Named-entity recognition batch_69e5d5d368488190b0c7489335e5dd91 completed April 20, 2026, 7:29 a.m.
NED1 Entity disambiguation (via context triple) batch_6a059fd91b248190962ec54be5d75d59 completed May 14, 2026, 10:11 a.m.
NEDg Description generation batch_6a05a14c7a548190921d1c750de71741 completed May 14, 2026, 10:17 a.m.
NED2 Entity disambiguation (via description) batch_6a05a2030e788190acb66dade85783ad completed May 14, 2026, 10:20 a.m.
Created at: April 10, 2026, noon