Triple
T13510828
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles Koch |
E321133
|
entity |
| Predicate | hasWritten |
P2831
|
FINISHED |
| Object |
The Science of Success
The Science of Success is a business and management book by Charles Koch that outlines the Market-Based Management philosophy he used to build Koch Industries into one of the largest private companies in the world.
|
E1044042
|
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 Science of Success | Statement: [Charles Koch, hasWritten, The Science of Success]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: The Science of Success Context triple: [Charles Koch, hasWritten, The Science of Success]
-
A.
The Character of Success
"The Character of Success" is the guiding motto of Bryant University, emphasizing personal integrity, leadership, and achievement as core values of the institution.
-
B.
The Art of Success
The Art of Success is a stage play by British dramatist Nick Dear that explores the life, ambitions, and moral compromises of 18th-century painter William Hogarth.
-
C.
Keys to Success
Keys to Success is a motivational and business philosophy book by B. C. Forbes that offers principles and advice for achieving personal and professional success.
-
D.
Act Like a Success, Think Like a Success
Act Like a Success, Think Like a Success is a self-help book by Steve Harvey that offers motivational guidance on achieving personal and professional success through mindset and purposeful action.
-
E.
Grit: The Power of Passion and Perseverance
Grit: The Power of Passion and Perseverance is a bestselling psychology book by Angela Duckworth that explores how sustained passion and perseverance, rather than talent alone, drive high achievement and success.
- 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 Science of Success Triple: [Charles Koch, hasWritten, The Science of Success]
Generated description
The Science of Success is a business and management book by Charles Koch that outlines the Market-Based Management philosophy he used to build Koch Industries into one of the largest private companies in the world.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: The Science of Success Target entity description: The Science of Success is a business and management book by Charles Koch that outlines the Market-Based Management philosophy he used to build Koch Industries into one of the largest private companies in the world.
-
A.
The Character of Success
"The Character of Success" is the guiding motto of Bryant University, emphasizing personal integrity, leadership, and achievement as core values of the institution.
-
B.
The Art of Success
The Art of Success is a stage play by British dramatist Nick Dear that explores the life, ambitions, and moral compromises of 18th-century painter William Hogarth.
-
C.
Keys to Success
Keys to Success is a motivational and business philosophy book by B. C. Forbes that offers principles and advice for achieving personal and professional success.
-
D.
Act Like a Success, Think Like a Success
Act Like a Success, Think Like a Success is a self-help book by Steve Harvey that offers motivational guidance on achieving personal and professional success through mindset and purposeful action.
-
E.
Grit: The Power of Passion and Perseverance
Grit: The Power of Passion and Perseverance is a bestselling psychology book by Angela Duckworth that explores how sustained passion and perseverance, rather than talent alone, drive high achievement and success.
- 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_69d807629d6c8190998f1b9bb12d2ed0 |
completed | April 9, 2026, 8:09 p.m. |
| NER | Named-entity recognition | batch_69dbaf86a6208190be8c18f7a0158f23 |
completed | April 12, 2026, 2:43 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f75490291c8190b5985d8c90ef1af6 |
completed | May 3, 2026, 1:58 p.m. |
| NEDg | Description generation | batch_69f7556329648190be791afdd197b08c |
completed | May 3, 2026, 2:02 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f755c52c648190a4912725ce65ff04 |
completed | May 3, 2026, 2:03 p.m. |
Created at: April 9, 2026, 9:43 p.m.