Triple

T4187693
Position Surface form Disambiguated ID Type / Status
Subject Truist Financial E88352 entity
Predicate hasSubsidiary P254 FINISHED
Object Truist Securities
Truist Securities is the corporate and investment banking arm of Truist Financial, providing services such as capital markets, advisory, and financing solutions to institutional and corporate clients.
 E88352 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: Truist Securities | Statement: [Truist Financial, hasSubsidiary, Truist Securities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Truist Securities
Context triple: [Truist Financial, hasSubsidiary, Truist Securities]
  • A. Truist Financial
    Truist Financial is a major American bank holding company formed from the merger of BB&T and SunTrust, offering a wide range of financial services across the United States.
  • B. Morgan Stanley
    Morgan Stanley is a leading global financial services firm known for its investment banking, securities, wealth management, and investment management services.
  • C. Charles Schwab Corporation
    Charles Schwab Corporation is a major American financial services company best known for its discount brokerage, wealth management, and banking services.
  • D. BMO Capital Markets
    BMO Capital Markets is the investment and corporate banking division of the Bank of Montreal, providing services such as capital raising, advisory, and trading to institutional, corporate, and government clients globally.
  • E. Cantor Fitzgerald
    Cantor Fitzgerald is a New York–based financial services firm and brokerage known for its bond trading operations and for suffering devastating losses in the September 11, 2001 attacks.
  • 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: Truist Securities
Triple: [Truist Financial, hasSubsidiary, Truist Securities]
Generated description
Truist Securities is the corporate and investment banking arm of Truist Financial, providing services such as capital markets, advisory, and financing solutions to institutional and corporate clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Truist Securities
Target entity description: Truist Securities is the corporate and investment banking arm of Truist Financial, providing services such as capital markets, advisory, and financing solutions to institutional and corporate clients.
  • A. Truist Financial chosen
    Truist Financial is a major American bank holding company formed from the merger of BB&T and SunTrust, offering a wide range of financial services across the United States.
  • B. Morgan Stanley
    Morgan Stanley is a leading global financial services firm known for its investment banking, securities, wealth management, and investment management services.
  • C. Charles Schwab Corporation
    Charles Schwab Corporation is a major American financial services company best known for its discount brokerage, wealth management, and banking services.
  • D. BMO Capital Markets
    BMO Capital Markets is the investment and corporate banking division of the Bank of Montreal, providing services such as capital raising, advisory, and trading to institutional, corporate, and government clients globally.
  • E. Cantor Fitzgerald
    Cantor Fitzgerald is a New York–based financial services firm and brokerage known for its bond trading operations and for suffering devastating losses in the September 11, 2001 attacks.
  • F. None of above.

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_69aed9477e8c81908bcb862d2db55b1d completed March 9, 2026, 2:29 p.m.
NER Named-entity recognition batch_69af0325a82c8190849d8a828e2c7b44 completed March 9, 2026, 5:28 p.m.
NED1 Entity disambiguation (via context triple) batch_69b58a034f6481909a3126d8832f7821 completed March 14, 2026, 4:17 p.m.
NEDg Description generation batch_69b58abc256c8190ad37c8d213b8f11e completed March 14, 2026, 4:20 p.m.
NED2 Entity disambiguation (via description) batch_69b58b41916c81909eb2e5ab482a5fe1 completed March 14, 2026, 4:22 p.m.
Created at: March 9, 2026, 3:45 p.m.