Triple
T2492584
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Debbie Millman |
E52078
|
entity |
| Predicate | knownFor |
P22
|
FINISHED |
| Object |
Design Matters
Design Matters is a long-running podcast and interview series hosted by Debbie Millman that explores the creative processes, careers, and philosophies of leading designers, artists, and thinkers.
|
E273451
|
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: Design Matters | Statement: [Debbie Millman, knownFor, Design Matters]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Design Matters Context triple: [Debbie Millman, knownFor, Design Matters]
-
A.
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.
-
B.
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.
-
C.
Designit
Designit is a global strategic design and innovation consultancy known for helping organizations create user-centered products, services, and experiences.
-
D.
World Design Capital 2012
World Design Capital 2012 was an international year-long designation highlighting Helsinki’s achievements and initiatives in using design to drive urban development, innovation, and quality of life.
-
E.
Design Museum
The Design Museum is a London institution dedicated to contemporary design in fields such as architecture, fashion, graphics, and product design.
- 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: Design Matters Triple: [Debbie Millman, knownFor, Design Matters]
Generated description
Design Matters is a long-running podcast and interview series hosted by Debbie Millman that explores the creative processes, careers, and philosophies of leading designers, artists, and thinkers.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Design Matters Target entity description: Design Matters is a long-running podcast and interview series hosted by Debbie Millman that explores the creative processes, careers, and philosophies of leading designers, artists, and thinkers.
-
A.
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.
-
B.
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.
-
C.
Designit
Designit is a global strategic design and innovation consultancy known for helping organizations create user-centered products, services, and experiences.
-
D.
World Design Capital 2012
World Design Capital 2012 was an international year-long designation highlighting Helsinki’s achievements and initiatives in using design to drive urban development, innovation, and quality of life.
-
E.
Design Museum
The Design Museum is a London institution dedicated to contemporary design in fields such as architecture, fashion, graphics, and product design.
- 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.