Triple

T14996415
Position Surface form Disambiguated ID Type / Status
Subject Deutsche Bank E373967 entity
Predicate hasDivision P35 FINISHED
Object Investment Bank
An investment bank is a financial institution that specializes in helping companies and governments raise capital, advising on mergers and acquisitions, and facilitating complex financial transactions and securities trading.
 E1131251 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: Investment Bank | Statement: [Deutsche Bank, hasDivision, Investment Bank]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Investment Bank
Context triple: [Deutsche Bank, hasDivision, Investment Bank]
  • A. Investment Bank
    Investment Bank is the investment banking division of UBS that provides services such as securities trading, advisory, and capital raising for corporate and institutional clients.
  • B. Corporate & Investment Bank
    Corporate & Investment Bank is JPMorgan Chase’s global division that provides investment banking, capital markets, advisory, and wholesale financial services to corporations, governments, and institutional clients.
  • C. Wall Street brokerage
    Wall Street brokerage is a sector of the financial industry comprising firms and professionals that buy, sell, and manage securities and other investments on behalf of clients in the U.S. financial markets.
  • D. Investment Banking Division
    The Investment Banking Division is the core business unit of Goldman Sachs responsible for advising corporations, governments, and institutions on mergers and acquisitions, capital raising, and other strategic financial transactions.
  • E. International Financial Services
    International Financial Services is a major business division of BNP Paribas that focuses on providing a broad range of global financial and investment solutions.
  • 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: Investment Bank
Triple: [Deutsche Bank, hasDivision, Investment Bank]
Generated description
An investment bank is a financial institution that specializes in helping companies and governments raise capital, advising on mergers and acquisitions, and facilitating complex financial transactions and securities trading.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Investment Bank
Target entity description: An investment bank is a financial institution that specializes in helping companies and governments raise capital, advising on mergers and acquisitions, and facilitating complex financial transactions and securities trading.
  • A. Investment Bank
    Investment Bank is the investment banking division of UBS that provides services such as securities trading, advisory, and capital raising for corporate and institutional clients.
  • B. Corporate & Investment Bank
    Corporate & Investment Bank is JPMorgan Chase’s global division that provides investment banking, capital markets, advisory, and wholesale financial services to corporations, governments, and institutional clients.
  • C. Wall Street brokerage
    Wall Street brokerage is a sector of the financial industry comprising firms and professionals that buy, sell, and manage securities and other investments on behalf of clients in the U.S. financial markets.
  • D. Investment Banking Division
    The Investment Banking Division is the core business unit of Goldman Sachs responsible for advising corporations, governments, and institutions on mergers and acquisitions, capital raising, and other strategic financial transactions.
  • E. International Financial Services
    International Financial Services is a major business division of BNP Paribas that focuses on providing a broad range of global financial and investment solutions.
  • 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_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.