Triple

T5502858
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Corporations E144367 entity
Predicate notableWork P4 FINISHED
Object Reports on the relation of labor conditions to corporate organization
"Reports on the relation of labor conditions to corporate organization" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how corporate structures affect workers’ labor conditions.
E530631 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 labor conditions to corporate organization | Statement: [Bureau of Corporations, notableWork, Reports on the relation of labor conditions to corporate organization]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reports on the relation of labor conditions to corporate organization
Context triple: [Bureau of Corporations, notableWork, Reports on the relation of labor conditions to corporate organization]
  • 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 Socialist Future of the Syndicates
    The Socialist Future of the Syndicates is a political and theoretical work by Georges Sorel that explores revolutionary syndicalism and the role of trade unions in transforming society.
  • C. 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.
  • D. 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.
  • E. Three Lectures on the Rate of Wages
    Three Lectures on the Rate of Wages is a 19th-century economic treatise by Nassau William Senior analyzing the determinants and dynamics of wage levels in industrial 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: Reports on the relation of labor conditions to corporate organization
Triple: [Bureau of Corporations, notableWork, Reports on the relation of labor conditions to corporate organization]
Generated description
"Reports on the relation of labor conditions to corporate organization" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how corporate structures affect workers’ labor conditions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reports on the relation of labor conditions to corporate organization
Target entity description: "Reports on the relation of labor conditions to corporate organization" is an early 20th-century investigative study by the U.S. Bureau of Corporations analyzing how corporate structures affect workers’ labor conditions.
  • 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 Socialist Future of the Syndicates
    The Socialist Future of the Syndicates is a political and theoretical work by Georges Sorel that explores revolutionary syndicalism and the role of trade unions in transforming society.
  • C. 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.
  • D. 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.
  • E. Three Lectures on the Rate of Wages
    Three Lectures on the Rate of Wages is a 19th-century economic treatise by Nassau William Senior analyzing the determinants and dynamics of wage levels in industrial 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_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.