Triple

T20803207
Position Surface form Disambiguated ID Type / Status
Subject United States v. Arthur Andersen LLP E512090 entity
Predicate respondent P2238 FINISHED
Object Arthur Andersen LLP
Arthur Andersen LLP was a major American accounting firm that collapsed in the early 2000s after its involvement in the Enron scandal and subsequent criminal prosecution.
E1451039 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: Arthur Andersen LLP | Statement: [United States v. Arthur Andersen LLP, respondent, Arthur Andersen LLP]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Arthur Andersen LLP
Context triple: [United States v. Arthur Andersen LLP, respondent, Arthur Andersen LLP]
  • A. Coopers & Lybrand
    Coopers & Lybrand was a major international accounting and professional services firm that became part of PricewaterhouseCoopers (PwC) following its merger with Price Waterhouse.
  • B. Allen & Company
    Allen & Company is a private investment bank and financial advisory firm known for its work with media, technology, and entertainment companies, as well as its exclusive annual Sun Valley Conference.
  • C. D’Arcy Masius Benton & Bowles
    D’Arcy Masius Benton & Bowles was a major global advertising agency formed through the merger of several prominent firms, known for handling high-profile consumer brands.
  • D. Caplin & Drysdale
    Caplin & Drysdale is a prominent Washington, D.C.–based law firm known for its expertise in tax, bankruptcy, and political law.
  • E. Ernst & Young
    Ernst & Young is a global professional services firm, known as one of the "Big Four" accounting organizations, providing audit, tax, consulting, and advisory services to clients worldwide.
  • 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: Arthur Andersen LLP
Triple: [United States v. Arthur Andersen LLP, respondent, Arthur Andersen LLP]
Generated description
Arthur Andersen LLP was a major American accounting firm that collapsed in the early 2000s after its involvement in the Enron scandal and subsequent criminal prosecution.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Arthur Andersen LLP
Target entity description: Arthur Andersen LLP was a major American accounting firm that collapsed in the early 2000s after its involvement in the Enron scandal and subsequent criminal prosecution.
  • A. Coopers & Lybrand
    Coopers & Lybrand was a major international accounting and professional services firm that became part of PricewaterhouseCoopers (PwC) following its merger with Price Waterhouse.
  • B. Allen & Company
    Allen & Company is a private investment bank and financial advisory firm known for its work with media, technology, and entertainment companies, as well as its exclusive annual Sun Valley Conference.
  • C. D’Arcy Masius Benton & Bowles
    D’Arcy Masius Benton & Bowles was a major global advertising agency formed through the merger of several prominent firms, known for handling high-profile consumer brands.
  • D. Caplin & Drysdale
    Caplin & Drysdale is a prominent Washington, D.C.–based law firm known for its expertise in tax, bankruptcy, and political law.
  • E. Ernst & Young
    Ernst & Young is a global professional services firm, known as one of the "Big Four" accounting organizations, providing audit, tax, consulting, and advisory services to clients worldwide.
  • 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_69e0b4cc69f481908e98751e697b9df4 completed April 16, 2026, 10:07 a.m.
NER Named-entity recognition batch_69e6c2b2d5688190aaa58a2594d4787c completed April 21, 2026, 12:20 a.m.
NED1 Entity disambiguation (via context triple) batch_6a08f8c4e9888190999791673adf0f16 completed May 16, 2026, 11:07 p.m.
NEDg Description generation batch_6a08f999e4dc819091c9b61b5a44209d completed May 16, 2026, 11:11 p.m.
NED2 Entity disambiguation (via description) batch_6a08fa3938948190a4027093ed697d1f completed May 16, 2026, 11:14 p.m.
Created at: April 16, 2026, 12:39 p.m.