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