Triple

T2492595
Position Surface form Disambiguated ID Type / Status
Subject Debbie Millman E52078 entity
Predicate notableWork P4 FINISHED
Object How to Think Like a Great Graphic Designer
How to Think Like a Great Graphic Designer is a book by Debbie Millman that explores the creative processes, philosophies, and careers of leading graphic designers through in-depth interviews.
 E273452 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 Think Like a Great Graphic Designer | Statement: [Debbie Millman, notableWork, How to Think Like a Great Graphic Designer]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: How to Think Like a Great Graphic Designer
Context triple: [Debbie Millman, notableWork, How to Think Like a Great Graphic Designer]
  • A. Thoughts on Design
    Thoughts on Design is a seminal book by graphic designer Paul Rand that articulates his modernist philosophy and principles of visual communication.
  • B. The Design of Design
    The Design of Design is a book by computer scientist Fred Brooks that explores the principles, challenges, and creative processes underlying effective design across engineering and other disciplines.
  • C. A Designer’s Art
    A Designer’s Art is a seminal book by graphic designer Paul Rand that explores his philosophy, principles, and influential work in modern visual communication and corporate identity design.
  • D. Designit
    Designit is a global strategic design and innovation consultancy known for helping organizations create user-centered products, services, and experiences.
  • E. Interaction of Color
    Interaction of Color is a seminal 1963 book by artist and educator Josef Albers that presents a systematic, experimental approach to understanding the relativity and perception of color.
  • 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 Think Like a Great Graphic Designer
Triple: [Debbie Millman, notableWork, How to Think Like a Great Graphic Designer]
Generated description
How to Think Like a Great Graphic Designer is a book by Debbie Millman that explores the creative processes, philosophies, and careers of leading graphic designers through in-depth interviews.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: How to Think Like a Great Graphic Designer
Target entity description: How to Think Like a Great Graphic Designer is a book by Debbie Millman that explores the creative processes, philosophies, and careers of leading graphic designers through in-depth interviews.
  • A. Thoughts on Design
    Thoughts on Design is a seminal book by graphic designer Paul Rand that articulates his modernist philosophy and principles of visual communication.
  • B. The Design of Design
    The Design of Design is a book by computer scientist Fred Brooks that explores the principles, challenges, and creative processes underlying effective design across engineering and other disciplines.
  • C. A Designer’s Art
    A Designer’s Art is a seminal book by graphic designer Paul Rand that explores his philosophy, principles, and influential work in modern visual communication and corporate identity design.
  • D. Designit
    Designit is a global strategic design and innovation consultancy known for helping organizations create user-centered products, services, and experiences.
  • E. Interaction of Color
    Interaction of Color is a seminal 1963 book by artist and educator Josef Albers that presents a systematic, experimental approach to understanding the relativity and perception of color.
  • 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.