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

Disambiguation candidates (2 decisions)

The exact options the model was shown at each disambiguation step, with the option it chose highlighted — the evidence behind this triple's disambiguated ids.

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.

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)

Stage	Batch ID	Job type	Status
creating	`batch_69d81c5ced9c8190b0e9bcc6effe5959`	elicitation	completed
NER	`batch_69de02de38e48190b6ead95561031c32`	ner	completed
NED1	`batch_69f7c0fd3ffc8190965a730843411b80`	ned_source_triple	completed
NED2	`batch_69f7c3396f7c8190987079bf24ac8695`	ned_description	completed
NEDg	`batch_69f7c1e73fb481909f89ab3c0e9fb7d0`	nedg	completed

Created at: April 9, 2026, 10:14 p.m.