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.