Triple

T15657282
Position Surface form Disambiguated ID Type / Status
Subject Matthew Digby Wyatt E376474 entity
Predicate notableWork P4 FINISHED
Object The Industrial Arts of the Nineteenth Century
The Industrial Arts of the Nineteenth Century is a richly illustrated 19th-century survey of contemporary decorative and industrial design, showcasing the era’s craftsmanship, materials, and manufacturing techniques.
E1170252 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 Industrial Arts of the Nineteenth Century | Statement: [Matthew Digby Wyatt, notableWork, The Industrial Arts of the Nineteenth Century]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: The Industrial Arts of the Nineteenth Century
Context triple: [Matthew Digby Wyatt, notableWork, The Industrial Arts of the Nineteenth Century]
  • A. The Instinct of Workmanship and the State of the Industrial Arts
    The Instinct of Workmanship and the State of the Industrial Arts is a 1914 socio-economic treatise by Thorstein Veblen that analyzes how human workmanship instincts shape technological development, industry, and social institutions.
  • B. On the Economy of Machinery and Manufactures
    On the Economy of Machinery and Manufactures is an 1832 treatise by Charles Babbage that analyzes industrial production, the division of labor, and the impact of machinery on economic efficiency and society.
  • C. American System of Manufacturing
    The American System of Manufacturing was a 19th-century production method characterized by the use of interchangeable parts and mechanized, standardized processes that enabled efficient mass production, especially in arms and machinery.
  • D. The Industrial Discipline and the Governmental Arts
    The Industrial Discipline and the Governmental Arts is a seminal work of political economy in which Rexford G. Tugwell analyzes how modern industrial organization and planning shape, and should shape, governmental structures and public policy.
  • E. Ackermann’s Repository of Arts
    Ackermann’s Repository of Arts was an influential early 19th-century British periodical and print shop known for its hand-colored fashion plates, art, and literary content.
  • 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 Industrial Arts of the Nineteenth Century
Triple: [Matthew Digby Wyatt, notableWork, The Industrial Arts of the Nineteenth Century]
Generated description
The Industrial Arts of the Nineteenth Century is a richly illustrated 19th-century survey of contemporary decorative and industrial design, showcasing the era’s craftsmanship, materials, and manufacturing techniques.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: The Industrial Arts of the Nineteenth Century
Target entity description: The Industrial Arts of the Nineteenth Century is a richly illustrated 19th-century survey of contemporary decorative and industrial design, showcasing the era’s craftsmanship, materials, and manufacturing techniques.
  • A. The Instinct of Workmanship and the State of the Industrial Arts
    The Instinct of Workmanship and the State of the Industrial Arts is a 1914 socio-economic treatise by Thorstein Veblen that analyzes how human workmanship instincts shape technological development, industry, and social institutions.
  • B. On the Economy of Machinery and Manufactures
    On the Economy of Machinery and Manufactures is an 1832 treatise by Charles Babbage that analyzes industrial production, the division of labor, and the impact of machinery on economic efficiency and society.
  • C. American System of Manufacturing
    The American System of Manufacturing was a 19th-century production method characterized by the use of interchangeable parts and mechanized, standardized processes that enabled efficient mass production, especially in arms and machinery.
  • D. The Industrial Discipline and the Governmental Arts
    The Industrial Discipline and the Governmental Arts is a seminal work of political economy in which Rexford G. Tugwell analyzes how modern industrial organization and planning shape, and should shape, governmental structures and public policy.
  • E. Ackermann’s Repository of Arts
    Ackermann’s Repository of Arts was an influential early 19th-century British periodical and print shop known for its hand-colored fashion plates, art, and literary content.
  • 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_69d85cd1564c8190991adda63bfab4b0 completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69e04ef3cb8c8190a10815b675b341c1 completed April 16, 2026, 2:52 a.m.
NED1 Entity disambiguation (via context triple) batch_69ff679bb7f0819092a98c2981bc9267 completed May 9, 2026, 4:58 p.m.
NEDg Description generation batch_69ff68a1b374819089dc6fe1f252cc0f completed May 9, 2026, 5:02 p.m.
NED2 Entity disambiguation (via description) batch_69ff698bf6a481908d326451232a8cbb completed May 9, 2026, 5:06 p.m.
Created at: April 10, 2026, 4:15 a.m.