Triple

T5502882
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Corporations E144367 entity
Predicate notableWork P4 FINISHED
Object Reports on the relation of transportation rates to industrial location E530630 NE FINISHED

How this triple was built (2 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 rates to industrial location | Statement: [Bureau of Corporations, notableWork, Reports on the relation of transportation rates to industrial location]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Reports on the relation of transportation rates to industrial location
Context triple: [Bureau of Corporations, notableWork, Reports on the relation of transportation rates to industrial location]
  • A. Reports on the relation of transportation to industrial concentration chosen
    "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.
  • B. 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.
  • 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 Positive Theory of Capital
    The Positive Theory of Capital is a foundational work in Austrian economics that systematically analyzes the nature of capital, interest, and time preference in the production process.
  • E. The Theory of Economic Development
    The Theory of Economic Development is a foundational economic work by Joseph Schumpeter that explains how innovation and entrepreneurial activity drive long-term economic growth and structural change.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.

Provenance (3 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_69c04ca8b17c8190a902917076367743 completed March 22, 2026, 8:10 p.m.
Created at: March 22, 2026, 3:32 p.m.