Triple
T14606274
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Rishikesha T. Krishnan |
E342836
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
From Jugaad to Systematic Innovation: The Challenge for India
"From Jugaad to Systematic Innovation: The Challenge for India" is a book that analyzes how India can move from improvised, frugal problem-solving to building robust, large-scale innovation capabilities in its economy and institutions.
|
E1108275
|
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: From Jugaad to Systematic Innovation: The Challenge for India | Statement: [Rishikesha T. Krishnan, notableWork, From Jugaad to Systematic Innovation: The Challenge for India]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: From Jugaad to Systematic Innovation: The Challenge for India Context triple: [Rishikesha T. Krishnan, notableWork, From Jugaad to Systematic Innovation: The Challenge for India]
-
A.
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.
-
B.
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.
-
C.
India: Economic Development and Social Opportunity
"India: Economic Development and Social Opportunity" is an influential scholarly book that analyzes India's post-independence economic growth, public policy, and social progress, with particular emphasis on poverty, inequality, and human development.
-
D.
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.
-
E.
Low Center for Industrial Innovation
The Low Center for Industrial Innovation is a major research and technology facility at Rensselaer Polytechnic Institute that supports advanced engineering, manufacturing, and industrial innovation activities.
- 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: From Jugaad to Systematic Innovation: The Challenge for India Triple: [Rishikesha T. Krishnan, notableWork, From Jugaad to Systematic Innovation: The Challenge for India]
Generated description
"From Jugaad to Systematic Innovation: The Challenge for India" is a book that analyzes how India can move from improvised, frugal problem-solving to building robust, large-scale innovation capabilities in its economy and institutions.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: From Jugaad to Systematic Innovation: The Challenge for India Target entity description: "From Jugaad to Systematic Innovation: The Challenge for India" is a book that analyzes how India can move from improvised, frugal problem-solving to building robust, large-scale innovation capabilities in its economy and institutions.
-
A.
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.
-
B.
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.
-
C.
India: Economic Development and Social Opportunity
"India: Economic Development and Social Opportunity" is an influential scholarly book that analyzes India's post-independence economic growth, public policy, and social progress, with particular emphasis on poverty, inequality, and human development.
-
D.
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.
-
E.
Low Center for Industrial Innovation
The Low Center for Industrial Innovation is a major research and technology facility at Rensselaer Polytechnic Institute that supports advanced engineering, manufacturing, and industrial innovation activities.
- 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.