Triple

T5502843
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Corporations E144367 entity
Predicate notableWork P4 FINISHED
Object Reports on the control of transportation facilities by industrial combinations
"Reports on the control of transportation facilities by industrial combinations" is an investigative government report analyzing how large industrial trusts influenced and dominated key transportation systems in the United States.
E530624 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 control of transportation facilities by industrial combinations | Statement: [Bureau of Corporations, notableWork, Reports on the control of transportation facilities by industrial combinations]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reports on the control of transportation facilities by industrial combinations
Context triple: [Bureau of Corporations, notableWork, Reports on the control of transportation facilities by industrial combinations]
  • 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. Railroads: Their Origin and Problems
    Railroads: Their Origin and Problems is a historical and analytical study by Charles Francis Adams Jr. examining the development, economic impact, and regulatory challenges of the American railroad system.
  • C. United States federal control of railroads
    United States federal control of railroads was the World War I–era period (1917–1920) when the U.S. government temporarily nationalized and centrally managed the country’s railroads to improve efficiency for wartime transportation needs.
  • D. Hepburn Act regulation of railroads
    The Hepburn Act regulation of railroads was a landmark 1906 U.S. law that greatly strengthened federal oversight of railroad rates and practices by expanding the powers of the Interstate Commerce Commission.
  • E. The Curse of Bigness: Antitrust in the New Gilded Age
    "The Curse of Bigness: Antitrust in the New Gilded Age" is a nonfiction book by legal scholar Tim Wu that critiques the rise of corporate concentration and argues for a renewed, more aggressive antitrust enforcement in the modern economy.
  • 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 control of transportation facilities by industrial combinations
Triple: [Bureau of Corporations, notableWork, Reports on the control of transportation facilities by industrial combinations]
Generated description
"Reports on the control of transportation facilities by industrial combinations" is an investigative government report analyzing how large industrial trusts influenced and dominated key transportation systems in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reports on the control of transportation facilities by industrial combinations
Target entity description: "Reports on the control of transportation facilities by industrial combinations" is an investigative government report analyzing how large industrial trusts influenced and dominated key transportation systems in the United States.
  • 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. Railroads: Their Origin and Problems
    Railroads: Their Origin and Problems is a historical and analytical study by Charles Francis Adams Jr. examining the development, economic impact, and regulatory challenges of the American railroad system.
  • C. United States federal control of railroads
    United States federal control of railroads was the World War I–era period (1917–1920) when the U.S. government temporarily nationalized and centrally managed the country’s railroads to improve efficiency for wartime transportation needs.
  • D. Hepburn Act regulation of railroads
    The Hepburn Act regulation of railroads was a landmark 1906 U.S. law that greatly strengthened federal oversight of railroad rates and practices by expanding the powers of the Interstate Commerce Commission.
  • E. The Curse of Bigness: Antitrust in the New Gilded Age
    "The Curse of Bigness: Antitrust in the New Gilded Age" is a nonfiction book by legal scholar Tim Wu that critiques the rise of corporate concentration and argues for a renewed, more aggressive antitrust enforcement in the modern economy.
  • 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.