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.