Triple
T13347243
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jim McKelvey |
E317983
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
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.
|
E1034663
|
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 | Statement: [Jim McKelvey, notableWork, The Innovation Stack]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Innovation Stack Context triple: [Jim McKelvey, notableWork, The Innovation Stack]
-
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.
Knowledge and Innovation Communities
Knowledge and Innovation Communities are large-scale, EU-backed partnerships that bring together businesses, research institutions, and universities to drive innovation, entrepreneurship, and education in specific thematic areas.
-
D.
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.
-
E.
Innovation Clinic
Innovation Clinic is a legal clinic at the University of Chicago Law School that provides students with practical experience advising startups and technology-focused clients on innovation-related legal issues.
- 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 Triple: [Jim McKelvey, notableWork, The Innovation Stack]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Innovation Stack Target entity description: 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.
-
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.
Knowledge and Innovation Communities
Knowledge and Innovation Communities are large-scale, EU-backed partnerships that bring together businesses, research institutions, and universities to drive innovation, entrepreneurship, and education in specific thematic areas.
-
D.
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.
-
E.
Innovation Clinic
Innovation Clinic is a legal clinic at the University of Chicago Law School that provides students with practical experience advising startups and technology-focused clients on innovation-related legal issues.
- 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.