Triple

T5502853
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Corporations E144367 entity
Predicate notableWork P4 FINISHED
Object Reports on the relation of transportation to industrial concentration
"Reports on the relation of transportation to industrial concentration" is an early 20th-century investigative study analyzing how transportation systems influenced the growth and concentration of industry in the United States.
E530630 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: Reports on the relation of transportation to industrial concentration | Statement: [Bureau of Corporations, notableWork, Reports on the relation of transportation to industrial concentration]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reports on the relation of transportation to industrial concentration
Context triple: [Bureau of Corporations, notableWork, Reports on the relation of transportation to industrial concentration]
  • A. The New Industrial State
    The New Industrial State is a landmark economic and social critique by John Kenneth Galbraith that analyzes the power of large corporations and technocratic planning in modern industrial economies.
  • B. 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.
  • C. Railroads and American Economic Growth
    "Railroads and American Economic Growth" is a landmark economic history study by Robert Fogel that uses quantitative methods to reassess the impact of railroads on 19th-century U.S. economic development.
  • D. The New Exploration: A Philosophy of Regional Planning
    The New Exploration: A Philosophy of Regional Planning is a seminal work by Benton MacKaye that articulates a visionary framework for integrating environmental conservation, regional development, and human well-being in land-use planning.
  • E. 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.
  • 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: Reports on the relation of transportation to industrial concentration
Triple: [Bureau of Corporations, notableWork, Reports on the relation of transportation to industrial concentration]
Generated description
"Reports on the relation of transportation to industrial concentration" is an early 20th-century investigative study analyzing how transportation systems influenced the growth and concentration of industry in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reports on the relation of transportation to industrial concentration
Target entity description: "Reports on the relation of transportation to industrial concentration" is an early 20th-century investigative study analyzing how transportation systems influenced the growth and concentration of industry in the United States.
  • A. The New Industrial State
    The New Industrial State is a landmark economic and social critique by John Kenneth Galbraith that analyzes the power of large corporations and technocratic planning in modern industrial economies.
  • B. 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.
  • C. Railroads and American Economic Growth
    "Railroads and American Economic Growth" is a landmark economic history study by Robert Fogel that uses quantitative methods to reassess the impact of railroads on 19th-century U.S. economic development.
  • D. The New Exploration: A Philosophy of Regional Planning
    The New Exploration: A Philosophy of Regional Planning is a seminal work by Benton MacKaye that articulates a visionary framework for integrating environmental conservation, regional development, and human well-being in land-use planning.
  • E. 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.
  • 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_69c008f5a2748190bce7a39aabf87a6d completed March 22, 2026, 3:21 p.m.
NER Named-entity recognition batch_69c01f0bbea48190bb6fecaee9c0b1d0 completed March 22, 2026, 4:55 p.m.
NED1 Entity disambiguation (via context triple) batch_69c027a67d648190ac8d097202c8ec3d completed March 22, 2026, 5:32 p.m.
NEDg Description generation batch_69c037b4e04881908d07e704f2a161bb completed March 22, 2026, 6:40 p.m.
NED2 Entity disambiguation (via description) batch_69c0384d023081909cb0d4ba4b80c07e completed March 22, 2026, 6:43 p.m.
Created at: March 22, 2026, 3:32 p.m.