Triple
T13347244
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jim McKelvey |
E317983
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E1034664
|
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 Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time | Statement: [Jim McKelvey, notableWork, The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time Context triple: [Jim McKelvey, notableWork, The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time]
-
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 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.
-
C.
Zero to One
"Zero to One" is a bestselling business and startup book by entrepreneur and investor Peter Thiel that explores how to build innovative companies that create entirely new markets rather than competing in existing ones.
-
D.
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.
-
E.
“Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses”
“Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses” is a business and leadership book that distills former Apple CEO John Sculley’s insights on innovation, disruptive strategy, and scaling companies to massive growth.
- 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 Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time Triple: [Jim McKelvey, notableWork, The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Innovation Stack: Building an Unbeatable Business One Crazy Idea at a Time Target entity description: 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.
-
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 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.
-
C.
Zero to One
"Zero to One" is a bestselling business and startup book by entrepreneur and investor Peter Thiel that explores how to build innovative companies that create entirely new markets rather than competing in existing ones.
-
D.
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.
-
E.
“Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses”
“Moonshot!: Game-Changing Strategies to Build Billion-Dollar Businesses” is a business and leadership book that distills former Apple CEO John Sculley’s insights on innovation, disruptive strategy, and scaling companies to massive growth.
- 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_69d806b5a3c08190b42c267fb092f98a |
completed | April 9, 2026, 8:06 p.m. |
| NER | Named-entity recognition | batch_69d99e89c65c819093f3bea11d6073c5 |
completed | April 11, 2026, 1:06 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f71f439b3c8190b35fd4d097d65068 |
completed | May 3, 2026, 10:11 a.m. |
| NEDg | Description generation | batch_69f7204b6f108190bca6a0140620e03e |
completed | May 3, 2026, 10:15 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69f720fbf0bc81908c68cf2844938e45 |
completed | May 3, 2026, 10:18 a.m. |
Created at: April 9, 2026, 9:31 p.m.