Triple

T18086131
Position Surface form Disambiguated ID Type / Status
Subject Marshall McLuhan E432837 entity
Predicate notableWork P4 FINISHED
Object The Gutenberg Galaxy: The Making of Typographic Man
The Gutenberg Galaxy: The Making of Typographic Man is Marshall McLuhan’s influential 1962 study of how the invention of the printing press transformed human perception, culture, and social organization.
E1306004 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: The Gutenberg Galaxy: The Making of Typographic Man | Statement: [Marshall McLuhan, notableWork, The Gutenberg Galaxy: The Making of Typographic Man]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Gutenberg Galaxy: The Making of Typographic Man
Context triple: [Marshall McLuhan, notableWork, The Gutenberg Galaxy: The Making of Typographic Man]
  • A. The Gutenberg Elegies
    The Gutenberg Elegies is a collection of essays by Sven Birkerts that reflects on the cultural and intellectual consequences of the shift from print to digital media.
  • B. The Justification of Johann Gutenberg
    The Justification of Johann Gutenberg is a work by British writer Blake Morrison that imaginatively explores the life, motives, and legacy of printing-press pioneer Johannes Gutenberg.
  • C. International Typographic Style (influence)
    International Typographic Style (influence) refers to the impact of the Swiss-originated design movement—characterized by grid-based layouts, sans-serif typography, and clarity of communication—on subsequent graphic design practices and movements such as Strahlenkranz.
  • D. The Art of Book-Making
    "The Art of Book-Making" is a humorous, satirical essay by Washington Irving that playfully critiques unoriginal authorship and literary plagiarism.
  • E. 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.
  • 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: The Gutenberg Galaxy: The Making of Typographic Man
Triple: [Marshall McLuhan, notableWork, The Gutenberg Galaxy: The Making of Typographic Man]
Generated description
The Gutenberg Galaxy: The Making of Typographic Man is Marshall McLuhan’s influential 1962 study of how the invention of the printing press transformed human perception, culture, and social organization.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Gutenberg Galaxy: The Making of Typographic Man
Target entity description: The Gutenberg Galaxy: The Making of Typographic Man is Marshall McLuhan’s influential 1962 study of how the invention of the printing press transformed human perception, culture, and social organization.
  • A. The Gutenberg Elegies
    The Gutenberg Elegies is a collection of essays by Sven Birkerts that reflects on the cultural and intellectual consequences of the shift from print to digital media.
  • B. The Justification of Johann Gutenberg
    The Justification of Johann Gutenberg is a work by British writer Blake Morrison that imaginatively explores the life, motives, and legacy of printing-press pioneer Johannes Gutenberg.
  • C. International Typographic Style (influence)
    International Typographic Style (influence) refers to the impact of the Swiss-originated design movement—characterized by grid-based layouts, sans-serif typography, and clarity of communication—on subsequent graphic design practices and movements such as Strahlenkranz.
  • D. The Art of Book-Making
    "The Art of Book-Making" is a humorous, satirical essay by Washington Irving that playfully critiques unoriginal authorship and literary plagiarism.
  • E. 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.
  • 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_69d8b907d05c819083cc3bd6021089e6 completed April 10, 2026, 8:47 a.m.
NER Named-entity recognition batch_69e4dd150ab88190864be2a722d214b8 completed April 19, 2026, 1:48 p.m.
NED1 Entity disambiguation (via context triple) batch_6a035d97912c8190b5d281ddd08de4f1 completed May 12, 2026, 5:04 p.m.
NEDg Description generation batch_6a036e9077308190be6e7d228dcf11b4 completed May 12, 2026, 6:16 p.m.
NED2 Entity disambiguation (via description) batch_6a03795b255c8190a84ca0ce2fda4599 completed May 12, 2026, 7:02 p.m.
Created at: April 10, 2026, 10:27 a.m.