Triple
T18783047
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Jim Collins |
E459306
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Beyond Entrepreneurship
Beyond Entrepreneurship is a business and leadership book that offers practical frameworks and guidance for building and sustaining visionary, high-performing companies.
|
E1342570
|
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: Beyond Entrepreneurship | Statement: [Jim Collins, notableWork, Beyond Entrepreneurship]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Beyond Entrepreneurship Context triple: [Jim Collins, notableWork, Beyond Entrepreneurship]
-
A.
The Future of Business
"The Future of Business" is a book by American entrepreneur and economist Roger W. Babson that explores trends and principles shaping the evolution of commerce and industry.
-
B.
Entrepreneurship and Innovation
Entrepreneurship and Innovation is an academic department focused on teaching and researching how new ventures, creative business models, and innovative practices are developed and managed.
-
C.
Beyond Business (memoir)
Beyond Business is a memoir by Lord Browne of Madingley, the former CEO of BP, reflecting on his life, leadership, and experiences in the global energy industry.
-
D.
World Changers: 25 Entrepreneurs Who Changed Business as We Knew It
World Changers: 25 Entrepreneurs Who Changed Business as We Knew It is a business book profiling influential entrepreneurs whose innovations and leadership significantly reshaped modern commerce and industry.
-
E.
Competition and Entrepreneurship
Competition and Entrepreneurship is a seminal book in Austrian economics that analyzes how entrepreneurial discovery drives market processes, coordination, and 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: Beyond Entrepreneurship Triple: [Jim Collins, notableWork, Beyond Entrepreneurship]
Generated description
Beyond Entrepreneurship is a business and leadership book that offers practical frameworks and guidance for building and sustaining visionary, high-performing companies.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Beyond Entrepreneurship Target entity description: Beyond Entrepreneurship is a business and leadership book that offers practical frameworks and guidance for building and sustaining visionary, high-performing companies.
-
A.
The Future of Business
"The Future of Business" is a book by American entrepreneur and economist Roger W. Babson that explores trends and principles shaping the evolution of commerce and industry.
-
B.
Entrepreneurship and Innovation
Entrepreneurship and Innovation is an academic department focused on teaching and researching how new ventures, creative business models, and innovative practices are developed and managed.
-
C.
Beyond Business (memoir)
Beyond Business is a memoir by Lord Browne of Madingley, the former CEO of BP, reflecting on his life, leadership, and experiences in the global energy industry.
-
D.
World Changers: 25 Entrepreneurs Who Changed Business as We Knew It
World Changers: 25 Entrepreneurs Who Changed Business as We Knew It is a business book profiling influential entrepreneurs whose innovations and leadership significantly reshaped modern commerce and industry.
-
E.
Competition and Entrepreneurship
Competition and Entrepreneurship is a seminal book in Austrian economics that analyzes how entrepreneurial discovery drives market processes, coordination, and 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_69d8d396f54c8190ba49db31e8743842 |
completed | April 10, 2026, 10:40 a.m. |
| NER | Named-entity recognition | batch_69e5977f34e48190a9932af330ea4f92 |
completed | April 20, 2026, 3:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a054718db388190aa9beeffa47486d5 |
completed | May 14, 2026, 3:52 a.m. |
| NEDg | Description generation | batch_6a05494df63081909b1f6d64ae3a949b |
completed | May 14, 2026, 4:02 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0549acb4c88190adc1ffbd00d66ce7 |
completed | May 14, 2026, 4:03 a.m. |
Created at: April 10, 2026, 11:52 a.m.