Triple

T9254631
Position Surface form Disambiguated ID Type / Status
Subject J. A. Hobson E222409 entity
Predicate notableWork P4 FINISHED
Object The Physiology of Industry
The Physiology of Industry is an influential late-19th-century economic treatise co-authored by J. A. Hobson that critiques classical economics and explores the causes and consequences of underconsumption and industrial overproduction.
 E786325 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 Physiology of Industry | Statement: [J. A. Hobson, notableWork, The Physiology of Industry]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: The Physiology of Industry
Context triple: [J. A. Hobson, notableWork, The Physiology of Industry]
  • A. The Control of Industry
    "The Control of Industry" is an influential economic and political treatise by British Labour politician and economist Hugh Dalton examining how industrial production should be organized and regulated in a modern state.
  • B. The Physiology of Common Life
    The Physiology of Common Life is a 19th-century popular science book by George Henry Lewes that explains human physiological processes in accessible, everyday terms.
  • C. The Industrial Society
    The Industrial Society is a sociological work by Raymond Aron that analyzes the structures, dynamics, and implications of modern industrialized societies.
  • D. Studies in the Evolution of Industrial Society
    Studies in the Evolution of Industrial Society is a scholarly work by economist Richard T. Ely that analyzes the historical development and social consequences of modern industrial capitalism.
  • E. 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.
  • 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 Physiology of Industry
Triple: [J. A. Hobson, notableWork, The Physiology of Industry]
Generated description
The Physiology of Industry is an influential late-19th-century economic treatise co-authored by J. A. Hobson that critiques classical economics and explores the causes and consequences of underconsumption and industrial overproduction.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: The Physiology of Industry
Target entity description: The Physiology of Industry is an influential late-19th-century economic treatise co-authored by J. A. Hobson that critiques classical economics and explores the causes and consequences of underconsumption and industrial overproduction.
  • A. The Control of Industry
    "The Control of Industry" is an influential economic and political treatise by British Labour politician and economist Hugh Dalton examining how industrial production should be organized and regulated in a modern state.
  • B. The Physiology of Common Life
    The Physiology of Common Life is a 19th-century popular science book by George Henry Lewes that explains human physiological processes in accessible, everyday terms.
  • C. The Industrial Society
    The Industrial Society is a sociological work by Raymond Aron that analyzes the structures, dynamics, and implications of modern industrialized societies.
  • D. Studies in the Evolution of Industrial Society
    Studies in the Evolution of Industrial Society is a scholarly work by economist Richard T. Ely that analyzes the historical development and social consequences of modern industrial capitalism.
  • E. 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.
  • 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_69ca841e4cd481908e738c74e958eaea completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd06b1f6bc81908115e22652d0c85e completed April 1, 2026, 11:51 a.m.
NED1 Entity disambiguation (via context triple) batch_69d0780ea42c819085405d68282e82ec completed April 4, 2026, 2:31 a.m.
NEDg Description generation batch_69d078d9380c81908824442cf484eab3 completed April 4, 2026, 2:35 a.m.
NED2 Entity disambiguation (via description) batch_69d07934c1c08190ab0b389c9a07a7b0 completed April 4, 2026, 2:36 a.m.
Created at: March 30, 2026, 7:31 p.m.