Triple
T13860523
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Guy Kawasaki |
E333182
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Enchantment: The Art of Changing Hearts, Minds, and Actions
*Enchantment: The Art of Changing Hearts, Minds, and Actions* is a business and marketing book by Guy Kawasaki that explains how to ethically persuade and inspire others to embrace ideas, products, and causes.
|
E1066149
|
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: Enchantment: The Art of Changing Hearts, Minds, and Actions | Statement: [Guy Kawasaki, notableWork, Enchantment: The Art of Changing Hearts, Minds, and Actions]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Enchantment: The Art of Changing Hearts, Minds, and Actions Context triple: [Guy Kawasaki, notableWork, Enchantment: The Art of Changing Hearts, Minds, and Actions]
-
A.
How to Talk Dirty and Influence People
"How to Talk Dirty and Influence People" is the provocative, semi-autobiographical memoir by groundbreaking American comedian Lenny Bruce, chronicling his life, career, and battles over free speech and censorship.
-
B.
How Change Happens
How Change Happens is a book by legal scholar Cass Sunstein that explores the psychological, social, and institutional dynamics that drive large-scale social and political change.
-
C.
Nudge
Nudge is a talkative, tech-savvy, winged girl and member of the mutant "Flock" in James Patterson’s Maximum Ride series.
-
D.
What You Can Change and What You Can’t
"What You Can Change and What You Can’t" is a psychology book by Martin Seligman that explains which emotional and behavioral problems are realistically treatable and which are largely resistant to change, based on scientific research.
-
E.
How to Win Friends and Influence People
How to Win Friends and Influence People is a classic self-help book that teaches practical techniques for improving interpersonal skills, building relationships, and positively influencing others.
- 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: Enchantment: The Art of Changing Hearts, Minds, and Actions Triple: [Guy Kawasaki, notableWork, Enchantment: The Art of Changing Hearts, Minds, and Actions]
Generated description
*Enchantment: The Art of Changing Hearts, Minds, and Actions* is a business and marketing book by Guy Kawasaki that explains how to ethically persuade and inspire others to embrace ideas, products, and causes.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Enchantment: The Art of Changing Hearts, Minds, and Actions Target entity description: *Enchantment: The Art of Changing Hearts, Minds, and Actions* is a business and marketing book by Guy Kawasaki that explains how to ethically persuade and inspire others to embrace ideas, products, and causes.
-
A.
How to Talk Dirty and Influence People
"How to Talk Dirty and Influence People" is the provocative, semi-autobiographical memoir by groundbreaking American comedian Lenny Bruce, chronicling his life, career, and battles over free speech and censorship.
-
B.
How Change Happens
How Change Happens is a book by legal scholar Cass Sunstein that explores the psychological, social, and institutional dynamics that drive large-scale social and political change.
-
C.
Nudge
Nudge is a talkative, tech-savvy, winged girl and member of the mutant "Flock" in James Patterson’s Maximum Ride series.
-
D.
What You Can Change and What You Can’t
"What You Can Change and What You Can’t" is a psychology book by Martin Seligman that explains which emotional and behavioral problems are realistically treatable and which are largely resistant to change, based on scientific research.
-
E.
How to Win Friends and Influence People
How to Win Friends and Influence People is a classic self-help book that teaches practical techniques for improving interpersonal skills, building relationships, and positively influencing others.
- 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_69d81c5ced9c8190b0e9bcc6effe5959 |
completed | April 9, 2026, 9:38 p.m. |
| NER | Named-entity recognition | batch_69de02de38e48190b6ead95561031c32 |
completed | April 14, 2026, 9:03 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69f7c0fd3ffc8190965a730843411b80 |
completed | May 3, 2026, 9:41 p.m. |
| NEDg | Description generation | batch_69f7c1e73fb481909f89ab3c0e9fb7d0 |
completed | May 3, 2026, 9:45 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69f7c3396f7c8190987079bf24ac8695 |
completed | May 3, 2026, 9:50 p.m. |
Created at: April 9, 2026, 10:14 p.m.