Triple

T14996389
Position Surface form Disambiguated ID Type / Status
Subject Deutsche Bank E373967 entity
Predicate hasSubsidiary P254 FINISHED
Object Deutsche Bank Securities
Deutsche Bank Securities is the U.S.-based investment banking and securities arm of Deutsche Bank, providing services such as trading, underwriting, and advisory to institutional and corporate clients.
 E373967 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: Deutsche Bank Securities | Statement: [Deutsche Bank, hasSubsidiary, Deutsche Bank Securities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Deutsche Bank Securities
Context triple: [Deutsche Bank, hasSubsidiary, Deutsche Bank Securities]
  • A. Wells Fargo Securities
    Wells Fargo Securities is the investment banking and capital markets division of Wells Fargo, providing services such as underwriting, advisory, and sales and trading to corporate, institutional, and government clients.
  • 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. Deutsche Bank
    Deutsche Bank is a major global investment bank and financial services company headquartered in Frankfurt, Germany.
  • D. Goldman Sachs
    Goldman Sachs is a leading global investment banking, securities, and asset management firm headquartered in New York City.
  • E. 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.
  • 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: Deutsche Bank Securities
Triple: [Deutsche Bank, hasSubsidiary, Deutsche Bank Securities]
Generated description
Deutsche Bank Securities is the U.S.-based investment banking and securities arm of Deutsche Bank, providing services such as trading, underwriting, and advisory to institutional and corporate clients.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Deutsche Bank Securities
Target entity description: Deutsche Bank Securities is the U.S.-based investment banking and securities arm of Deutsche Bank, providing services such as trading, underwriting, and advisory to institutional and corporate clients.
  • A. Wells Fargo Securities
    Wells Fargo Securities is the investment banking and capital markets division of Wells Fargo, providing services such as underwriting, advisory, and sales and trading to corporate, institutional, and government clients.
  • 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. Deutsche Bank chosen
    Deutsche Bank is a major global investment bank and financial services company headquartered in Frankfurt, Germany.
  • D. Goldman Sachs
    Goldman Sachs is a leading global investment banking, securities, and asset management firm headquartered in New York City.
  • E. 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.
  • 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_69d85ccc84388190aa151e5173370c8d completed April 10, 2026, 2:13 a.m.
NER Named-entity recognition batch_69ded718e4288190b5e144f82299a194 completed April 15, 2026, 12:08 a.m.
NED1 Entity disambiguation (via context triple) batch_69fe969a63f081908bf11783e2a51229 completed May 9, 2026, 2:06 a.m.
NEDg Description generation batch_69fe97609b3481908ed481f9f061b148 completed May 9, 2026, 2:09 a.m.
NED2 Entity disambiguation (via description) batch_69fe980155748190aef4ce876f985ef2 completed May 9, 2026, 2:12 a.m.
Created at: April 10, 2026, 2:53 a.m.