Triple

T5502871
Position Surface form Disambiguated ID Type / Status
Subject Bureau of Corporations E144367 entity
Predicate notableWork P4 FINISHED
Object Reports on the relation of corporate law to the growth of trusts
"Reports on the relation of corporate law to the growth of trusts" is an early 20th-century investigative study analyzing how corporate legal frameworks enabled and shaped the expansion of large business trusts in the United States.
E530641 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 corporate law to the growth of trusts | Statement: [Bureau of Corporations, notableWork, Reports on the relation of corporate law to the growth of trusts]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Reports on the relation of corporate law to the growth of trusts
Context triple: [Bureau of Corporations, notableWork, Reports on the relation of corporate law to the growth of trusts]
  • A. The Growth of the Law
    The Growth of the Law is a seminal legal treatise by Benjamin N. Cardozo that explores how judicial decision-making and evolving social needs shape the development of common law.
  • B. Clifford trust doctrine
    The Clifford trust doctrine is a U.S. tax law principle that treats certain short-term or highly controlled trusts as effectively owned by the grantor, causing the trust’s income to be taxed to that grantor.
  • C. "The Nature of the Firm"
    "The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
  • D. Incorporation doctrine
    The Incorporation doctrine is a constitutional principle through which most protections in the U.S. Bill of Rights have been made enforceable against state governments via the Fourteenth Amendment.
  • E. 2019 Statement on the Purpose of a Corporation
    The 2019 Statement on the Purpose of a Corporation is a landmark declaration by major U.S. CEOs redefining corporate purpose to prioritize all stakeholders—employees, customers, suppliers, and communities—rather than focusing solely on shareholder value.
  • 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 corporate law to the growth of trusts
Triple: [Bureau of Corporations, notableWork, Reports on the relation of corporate law to the growth of trusts]
Generated description
"Reports on the relation of corporate law to the growth of trusts" is an early 20th-century investigative study analyzing how corporate legal frameworks enabled and shaped the expansion of large business trusts in the United States.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Reports on the relation of corporate law to the growth of trusts
Target entity description: "Reports on the relation of corporate law to the growth of trusts" is an early 20th-century investigative study analyzing how corporate legal frameworks enabled and shaped the expansion of large business trusts in the United States.
  • A. The Growth of the Law
    The Growth of the Law is a seminal legal treatise by Benjamin N. Cardozo that explores how judicial decision-making and evolving social needs shape the development of common law.
  • B. Clifford trust doctrine
    The Clifford trust doctrine is a U.S. tax law principle that treats certain short-term or highly controlled trusts as effectively owned by the grantor, causing the trust’s income to be taxed to that grantor.
  • C. "The Nature of the Firm"
    "The Nature of the Firm" is a foundational 1937 economic essay by Ronald Coase that explains why firms exist and how transaction costs shape their size and structure.
  • D. Incorporation doctrine
    The Incorporation doctrine is a constitutional principle through which most protections in the U.S. Bill of Rights have been made enforceable against state governments via the Fourteenth Amendment.
  • E. 2019 Statement on the Purpose of a Corporation
    The 2019 Statement on the Purpose of a Corporation is a landmark declaration by major U.S. CEOs redefining corporate purpose to prioritize all stakeholders—employees, customers, suppliers, and communities—rather than focusing solely on shareholder value.
  • 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.