Triple

T14606275
Position Surface form Disambiguated ID Type / Status
Subject Rishikesha T. Krishnan E342836 entity
Predicate notableWork P4 FINISHED
Object 8 Steps to Innovation: Going from Jugaad to Excellence
"8 Steps to Innovation: Going from Jugaad to Excellence" is a business and management book that offers a structured framework for Indian organizations to move from ad-hoc, makeshift innovation to systematic, sustainable innovation excellence.
E1108276 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: 8 Steps to Innovation: Going from Jugaad to Excellence | Statement: [Rishikesha T. Krishnan, notableWork, 8 Steps to Innovation: Going from Jugaad to Excellence]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: 8 Steps to Innovation: Going from Jugaad to Excellence
Context triple: [Rishikesha T. Krishnan, notableWork, 8 Steps to Innovation: Going from Jugaad to Excellence]
  • A. 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.
  • B. The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time
    The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time is a business book by Square cofounder Jim McKelvey that explores how a series of unconventional, interlocking innovations can create companies that are difficult to compete with.
  • C. 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.
  • D. Making Ideas Happen
    Making Ideas Happen is a productivity and creativity book by Scott Belsky that offers practical strategies for turning ideas into executed projects, especially for creative professionals and entrepreneurs.
  • E. The Innovation Stack
    The Innovation Stack is a business and entrepreneurship book by Jim McKelvey that explores how groundbreaking companies build layers of interlocking innovations to create markets and fend off competition.
  • 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: 8 Steps to Innovation: Going from Jugaad to Excellence
Triple: [Rishikesha T. Krishnan, notableWork, 8 Steps to Innovation: Going from Jugaad to Excellence]
Generated description
"8 Steps to Innovation: Going from Jugaad to Excellence" is a business and management book that offers a structured framework for Indian organizations to move from ad-hoc, makeshift innovation to systematic, sustainable innovation excellence.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: 8 Steps to Innovation: Going from Jugaad to Excellence
Target entity description: "8 Steps to Innovation: Going from Jugaad to Excellence" is a business and management book that offers a structured framework for Indian organizations to move from ad-hoc, makeshift innovation to systematic, sustainable innovation excellence.
  • A. 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.
  • B. The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time
    The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time is a business book by Square cofounder Jim McKelvey that explores how a series of unconventional, interlocking innovations can create companies that are difficult to compete with.
  • C. 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.
  • D. Making Ideas Happen
    Making Ideas Happen is a productivity and creativity book by Scott Belsky that offers practical strategies for turning ideas into executed projects, especially for creative professionals and entrepreneurs.
  • E. The Innovation Stack
    The Innovation Stack is a business and entrepreneurship book by Jim McKelvey that explores how groundbreaking companies build layers of interlocking innovations to create markets and fend off competition.
  • 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_69d822dec68081908c2553145c4051dc completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb44bf67c8190b4c48a7715f9443e completed April 14, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94d09e988190a2a2a1332397b412 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd9828129c8190bd7445e99dadc618 completed May 8, 2026, 8 a.m.
NED2 Entity disambiguation (via description) batch_69fd98cf0bcc81909dac826a32daaf04 completed May 8, 2026, 8:03 a.m.
Created at: April 10, 2026, 1:25 a.m.