Triple
T1249152
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Charles Babbage |
E26833
|
entity |
| Predicate | authorOf |
P4244
|
FINISHED |
| Object |
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.
|
E141906
|
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: On the Economy of Machinery and Manufactures | Statement: [Charles Babbage, authorOf, On the Economy of Machinery and Manufactures]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: On the Economy of Machinery and Manufactures Context triple: [Charles Babbage, authorOf, On the Economy of Machinery and Manufactures]
-
A.
Report on Manufactures
The Report on Manufactures is Alexander Hamilton’s influential 1791 proposal advocating federal support for American industry and a diversified national economy.
-
B.
Lectures on Natural Philosophy and the Mechanical Arts
Lectures on Natural Philosophy and the Mechanical Arts is an influential early 19th-century work by polymath Thomas Young that systematically presents his experimental and theoretical contributions to physics, particularly in optics and mechanics.
-
C.
Elements of Political Economy
Elements of Political Economy is a 19th-century treatise by James Mill that systematically presents and defends classical economic theory in a concise, didactic form.
-
D.
Book IV: Of the Influence of the Progress of Society on Production and Distribution
Book IV: Of the Influence of the Progress of Society on Production and Distribution is a major section of John Stuart Mill’s "Principles of Political Economy" that analyzes how advancing social and economic development affects the ways wealth is produced and shared.
-
E.
Industrialism and Industrial Man
"Industrialism and Industrial Man" is a seminal sociological study co-authored by Clark Kerr that analyzes how industrialization transforms work, organizations, and social structures in modern societies.
- 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: On the Economy of Machinery and Manufactures Triple: [Charles Babbage, authorOf, On the Economy of Machinery and Manufactures]
Generated description
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.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: On the Economy of Machinery and Manufactures Target entity description: 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.
-
A.
Report on Manufactures
The Report on Manufactures is Alexander Hamilton’s influential 1791 proposal advocating federal support for American industry and a diversified national economy.
-
B.
Lectures on Natural Philosophy and the Mechanical Arts
Lectures on Natural Philosophy and the Mechanical Arts is an influential early 19th-century work by polymath Thomas Young that systematically presents his experimental and theoretical contributions to physics, particularly in optics and mechanics.
-
C.
Elements of Political Economy
Elements of Political Economy is a 19th-century treatise by James Mill that systematically presents and defends classical economic theory in a concise, didactic form.
-
D.
Book IV: Of the Influence of the Progress of Society on Production and Distribution
Book IV: Of the Influence of the Progress of Society on Production and Distribution is a major section of John Stuart Mill’s "Principles of Political Economy" that analyzes how advancing social and economic development affects the ways wealth is produced and shared.
-
E.
Industrialism and Industrial Man
"Industrialism and Industrial Man" is a seminal sociological study co-authored by Clark Kerr that analyzes how industrialization transforms work, organizations, and social structures in modern societies.
- 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_69a49487a9c48190ba9b05348fd1b53f |
completed | March 1, 2026, 7:33 p.m. |
| NER | Named-entity recognition | batch_69a4bf83b32c81908648e5748b897247 |
completed | March 1, 2026, 10:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ac8f7f59148190a9f1cbd4af8a115e |
completed | March 7, 2026, 8:50 p.m. |
| NEDg | Description generation | batch_69ac8ff7ae0c81908ca8ace1f4159383 |
completed | March 7, 2026, 8:52 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ac905e121c819093c9d960b53a45b7 |
completed | March 7, 2026, 8:53 p.m. |
Created at: March 1, 2026, 7:47 p.m.