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.