Triple
T8742421
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Leonard Mlodinow |
E207534
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Elastic: Flexible Thinking in a Time of Change
Elastic: Flexible Thinking in a Time of Change is a popular science book by Leonard Mlodinow that explores how adaptive, non-linear thinking helps people and organizations navigate rapid change and uncertainty.
|
E754480
|
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: Elastic: Flexible Thinking in a Time of Change | Statement: [Leonard Mlodinow, notableWork, Elastic: Flexible Thinking in a Time of Change]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Elastic: Flexible Thinking in a Time of Change Context triple: [Leonard Mlodinow, notableWork, Elastic: Flexible Thinking in a Time of Change]
-
A.
The Power of Now: How Winning Companies Sense and Respond to Change Using Real-time Technology
"The Power of Now: How Winning Companies Sense and Respond to Change Using Real-time Technology" is a business and technology book by Vivek Ranadivé that explains how organizations can gain competitive advantage by using real-time information systems to sense and respond rapidly to changing conditions.
-
B.
Be Fearless principles for innovation and social change
Be Fearless principles for innovation and social change is a framework developed by philanthropist Jean Case that encourages bold risk-taking, experimentation, and resilience to drive transformative social impact.
-
C.
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.
-
D.
The Innovator's Solution
The Innovator's Solution is a business strategy book that expands on the theory of disruptive innovation, offering managers practical guidance on how established companies can create and sustain new growth.
-
E.
The Innovator's Dilemma
The Innovator's Dilemma is a seminal business book that explains how successful companies can fail by ignoring disruptive innovations that initially appear inferior but eventually transform entire industries.
- 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: Elastic: Flexible Thinking in a Time of Change Triple: [Leonard Mlodinow, notableWork, Elastic: Flexible Thinking in a Time of Change]
Generated description
Elastic: Flexible Thinking in a Time of Change is a popular science book by Leonard Mlodinow that explores how adaptive, non-linear thinking helps people and organizations navigate rapid change and uncertainty.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Elastic: Flexible Thinking in a Time of Change Target entity description: Elastic: Flexible Thinking in a Time of Change is a popular science book by Leonard Mlodinow that explores how adaptive, non-linear thinking helps people and organizations navigate rapid change and uncertainty.
-
A.
The Power of Now: How Winning Companies Sense and Respond to Change Using Real-time Technology
"The Power of Now: How Winning Companies Sense and Respond to Change Using Real-time Technology" is a business and technology book by Vivek Ranadivé that explains how organizations can gain competitive advantage by using real-time information systems to sense and respond rapidly to changing conditions.
-
B.
Be Fearless principles for innovation and social change
Be Fearless principles for innovation and social change is a framework developed by philanthropist Jean Case that encourages bold risk-taking, experimentation, and resilience to drive transformative social impact.
-
C.
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.
-
D.
The Innovator's Solution
The Innovator's Solution is a business strategy book that expands on the theory of disruptive innovation, offering managers practical guidance on how established companies can create and sustain new growth.
-
E.
The Innovator's Dilemma
The Innovator's Dilemma is a seminal business book that explains how successful companies can fail by ignoring disruptive innovations that initially appear inferior but eventually transform entire industries.
- 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.