Triple

T69296

Position	Surface form	Disambiguated ID	Type / Status
Subject	Dale Carnegie	`E1385`	entity
Predicate	notableWork	`P4`	FINISHED
Object	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.	`E4800`	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: How to Win Friends and Influence People | Statement: [Dale Carnegie, notableWork, How to Win Friends and Influence People]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: How to Win Friends and Influence People
Context triple: [Dale Carnegie, notableWork, How to Win Friends and Influence People]

A. The Art of the Deal
The Art of the Deal is a 1987 business memoir and self-help book in which Donald Trump outlines his deal-making philosophy and recounts key episodes from his real estate career.
B. The Business of Happiness
The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
C. Dale Carnegie
Dale Carnegie was an American writer and lecturer best known for his influential self-improvement and interpersonal skills book "How to Win Friends and Influence People."
D. Essays to Do Good
Essays to Do Good is a 1710 collection of moral and religious essays by Puritan minister Cotton Mather that urges Christians to engage in practical benevolence and social reform.
E. What Do You Care What Other People Think?
"What Do You Care What Other People Think?" is a posthumously published autobiographical book by physicist Richard Feynman that collects personal anecdotes, reflections on science, and his role in the investigation of the Challenger disaster.
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: How to Win Friends and Influence People
Triple: [Dale Carnegie, notableWork, How to Win Friends and Influence People]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: How to Win Friends and Influence People
Target entity description: 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.

A. The Art of the Deal
The Art of the Deal is a 1987 business memoir and self-help book in which Donald Trump outlines his deal-making philosophy and recounts key episodes from his real estate career.
B. The Business of Happiness
The Business of Happiness is a book by entrepreneur and sports team owner Ted Leonsis that blends memoir and business advice to argue that true success comes from pursuing happiness, meaning, and service to others alongside financial achievement.
C. Dale Carnegie
Dale Carnegie was an American writer and lecturer best known for his influential self-improvement and interpersonal skills book "How to Win Friends and Influence People."
D. Essays to Do Good
Essays to Do Good is a 1710 collection of moral and religious essays by Puritan minister Cotton Mather that urges Christians to engage in practical benevolence and social reform.
E. What Do You Care What Other People Think?
"What Do You Care What Other People Think?" is a posthumously published autobiographical book by physicist Richard Feynman that collects personal anecdotes, reflections on science, and his role in the investigation of the Challenger disaster.
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_69a24c06b3bc8190aa4ac89026115efc`	completed	Feb. 28, 2026, 1:59 a.m.
NER	Named-entity recognition	`batch_69a24f045d38819088f5f71e39fa1ee7`	completed	Feb. 28, 2026, 2:12 a.m.
NED1	Entity disambiguation (via context triple)	`batch_69a2554da8848190a445b503d98769aa`	completed	Feb. 28, 2026, 2:39 a.m.
NEDg	Description generation	`batch_69a255b409a081908871ed7fee07be29`	completed	Feb. 28, 2026, 2:40 a.m.
NED2	Entity disambiguation (via description)	`batch_69a256e8f7ec81909450c07bf7bafa0a`	completed	Feb. 28, 2026, 2:46 a.m.

Created at: Feb. 28, 2026, 2:03 a.m.