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.