Triple
T4445678
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Vivek Ranadivé |
E96278
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E438994
|
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 Power of Now: How Winning Companies Sense and Respond to Change Using Real-time Technology | Statement: [Vivek Ranadivé, notableWork, The Power of Now: How Winning Companies Sense and Respond to Change Using Real-time Technology]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Power of Now: How Winning Companies Sense and Respond to Change Using Real-time Technology Context triple: [Vivek Ranadivé, notableWork, The Power of Now: How Winning Companies Sense and Respond to Change Using Real-time Technology]
-
A.
The Third Wave: An Entrepreneur’s Vision of the Future
The Third Wave: An Entrepreneur’s Vision of the Future is a business and technology book that outlines how the next era of the internet will transform major sectors like health, education, and government, and what entrepreneurs must do to succeed in it.
-
B.
The Untold Story of How Salesforce.com Went from Idea to Billion-Dollar Company—and Revolutionized an Industry
"The Untold Story of How Salesforce.com Went from Idea to Billion-Dollar Company—and Revolutionized an Industry" is the subtitle of Marc Benioff’s business book "Behind the Cloud," which chronicles the creation and disruptive growth of Salesforce.com and the broader impact of cloud computing on the software industry.
-
C.
Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise
Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise is a business and technology book that chronicles the rise of Red Hat and the open-source software model, highlighting how it disrupted traditional proprietary software giants like Microsoft.
-
D.
Software is eating the world
"Software is eating the world" is a famous thesis by venture capitalist Marc Andreessen arguing that software-driven companies are transforming and dominating nearly every traditional industry.
-
E.
Reinventing Fire
Reinventing Fire is a book by energy expert Amory B. Lovins that outlines a comprehensive roadmap for transforming the global energy system toward efficiency and renewable sources without economic sacrifice.
- 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 Power of Now: How Winning Companies Sense and Respond to Change Using Real-time Technology Triple: [Vivek Ranadivé, notableWork, The Power of Now: How Winning Companies Sense and Respond to Change Using Real-time Technology]
Generated description
"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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Power of Now: How Winning Companies Sense and Respond to Change Using Real-time Technology Target entity description: "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.
-
A.
The Third Wave: An Entrepreneur’s Vision of the Future
The Third Wave: An Entrepreneur’s Vision of the Future is a business and technology book that outlines how the next era of the internet will transform major sectors like health, education, and government, and what entrepreneurs must do to succeed in it.
-
B.
The Untold Story of How Salesforce.com Went from Idea to Billion-Dollar Company—and Revolutionized an Industry
"The Untold Story of How Salesforce.com Went from Idea to Billion-Dollar Company—and Revolutionized an Industry" is the subtitle of Marc Benioff’s business book "Behind the Cloud," which chronicles the creation and disruptive growth of Salesforce.com and the broader impact of cloud computing on the software industry.
-
C.
Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise
Under the Radar: How Red Hat Changed the Software Business and Took Microsoft by Surprise is a business and technology book that chronicles the rise of Red Hat and the open-source software model, highlighting how it disrupted traditional proprietary software giants like Microsoft.
-
D.
Software is eating the world
"Software is eating the world" is a famous thesis by venture capitalist Marc Andreessen arguing that software-driven companies are transforming and dominating nearly every traditional industry.
-
E.
Reinventing Fire
Reinventing Fire is a book by energy expert Amory B. Lovins that outlines a comprehensive roadmap for transforming the global energy system toward efficiency and renewable sources without economic sacrifice.
- 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_69b345415ba481908df738e7174448ba |
completed | March 12, 2026, 10:59 p.m. |
| NER | Named-entity recognition | batch_69b355d1eba08190899d0a3c1684ce4e |
completed | March 13, 2026, 12:09 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b613850eb88190b689a632b0e2b374 |
completed | March 15, 2026, 2:03 a.m. |
| NEDg | Description generation | batch_69b61464b0dc81909cab007115435b8b |
completed | March 15, 2026, 2:07 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b6151440648190bf8c1c95e20caf13 |
completed | March 15, 2026, 2:10 a.m. |
Created at: March 12, 2026, 11:32 p.m.