Triple

T2492596
Position Surface form Disambiguated ID Type / Status
Subject Debbie Millman E52078 entity
Predicate notableWork P4 FINISHED
Object Brand Thinking and Other Noble Pursuits
Brand Thinking and Other Noble Pursuits is a book by designer and writer Debbie Millman that explores the philosophy, strategy, and cultural impact of branding through in-depth interviews with leading practitioners and thinkers.
E273453 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: Brand Thinking and Other Noble Pursuits | Statement: [Debbie Millman, notableWork, Brand Thinking and Other Noble Pursuits]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Brand Thinking and Other Noble Pursuits
Context triple: [Debbie Millman, notableWork, Brand Thinking and Other Noble Pursuits]
  • A. No Logo
    No Logo is a landmark anti-corporate globalization book by Naomi Klein that critiques brand-driven consumer culture and the power of multinational corporations.
  • B. The Attention Merchants: The Epic Scramble to Get Inside Our Heads
    The Attention Merchants: The Epic Scramble to Get Inside Our Heads is a nonfiction book that traces the history and mechanics of the attention economy, examining how media, advertising, and technology industries capture and monetize human attention.
  • C. 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.
  • D. How We Think
    How We Think is a foundational philosophical and educational work by John Dewey that analyzes the nature of reflective thought and its role in effective learning and problem-solving.
  • E. Built to Last
    Built to Last is the final studio album by the American rock band Grateful Dead, released in 1989 and noted for its polished production and later-era songwriting.
  • 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: Brand Thinking and Other Noble Pursuits
Triple: [Debbie Millman, notableWork, Brand Thinking and Other Noble Pursuits]
Generated description
Brand Thinking and Other Noble Pursuits is a book by designer and writer Debbie Millman that explores the philosophy, strategy, and cultural impact of branding through in-depth interviews with leading practitioners and thinkers.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Brand Thinking and Other Noble Pursuits
Target entity description: Brand Thinking and Other Noble Pursuits is a book by designer and writer Debbie Millman that explores the philosophy, strategy, and cultural impact of branding through in-depth interviews with leading practitioners and thinkers.
  • A. No Logo
    No Logo is a landmark anti-corporate globalization book by Naomi Klein that critiques brand-driven consumer culture and the power of multinational corporations.
  • B. The Attention Merchants: The Epic Scramble to Get Inside Our Heads
    The Attention Merchants: The Epic Scramble to Get Inside Our Heads is a nonfiction book that traces the history and mechanics of the attention economy, examining how media, advertising, and technology industries capture and monetize human attention.
  • C. 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.
  • D. How We Think
    How We Think is a foundational philosophical and educational work by John Dewey that analyzes the nature of reflective thought and its role in effective learning and problem-solving.
  • E. Built to Last
    Built to Last is the final studio album by the American rock band Grateful Dead, released in 1989 and noted for its polished production and later-era songwriting.
  • 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_69ab4955111c8190835bf619adec21ff completed March 6, 2026, 9:38 p.m.
NER Named-entity recognition batch_69abd192cad08190b13bf8e2d7149199 completed March 7, 2026, 7:19 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f93a29081908de1107bf0f96647 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af213dd1dc8190ae05fd58b9a4487b completed March 9, 2026, 7:36 p.m.
NED2 Entity disambiguation (via description) batch_69af220603308190904e2e28ecb3ad09 completed March 9, 2026, 7:39 p.m.
Created at: March 6, 2026, 9:45 p.m.