Triple

T4398982
Position Surface form Disambiguated ID Type / Status
Subject Morgan Stanley E99565 entity
Predicate hasDivision P35 FINISHED
Object Institutional Securities
Institutional Securities is Morgan Stanley’s core business division that provides investment banking, capital markets, and institutional trading and advisory services to corporations, governments, and financial institutions.
E435520 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: Institutional Securities | Statement: [Morgan Stanley, hasDivision, Institutional Securities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Institutional Securities
Context triple: [Morgan Stanley, hasDivision, Institutional Securities]
  • A. Wholesale Securities Services
    Wholesale Securities Services is a division of the U.S. Department of the Treasury’s Bureau of the Fiscal Service that manages the issuance, processing, and administration of large-volume government securities for institutional and wholesale investors.
  • B. Retail Securities Services
    Retail Securities Services is a division of the U.S. Department of the Treasury’s Bureau of the Fiscal Service that manages and supports individual investors’ holdings of Treasury securities such as savings bonds and TreasuryDirect accounts.
  • C. Alternative Investment Market
    The Alternative Investment Market (AIM) is a sub-market of the London Stock Exchange designed to help smaller, growing companies access public equity capital with more flexible regulatory requirements than the main market.
  • D. Division of Investment Management of the SEC
    The Division of Investment Management of the SEC is the U.S. Securities and Exchange Commission unit responsible for regulating and overseeing investment companies, investment advisers, and related financial products to protect investors and promote fair, efficient markets.
  • E. Office of Capital Markets
    The Office of Capital Markets is a U.S. Treasury Department unit that oversees and advises on policies affecting financial markets, securities, and capital formation.
  • 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: Institutional Securities
Triple: [Morgan Stanley, hasDivision, Institutional Securities]
Generated description
Institutional Securities is Morgan Stanley’s core business division that provides investment banking, capital markets, and institutional trading and advisory services to corporations, governments, and financial institutions.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Institutional Securities
Target entity description: Institutional Securities is Morgan Stanley’s core business division that provides investment banking, capital markets, and institutional trading and advisory services to corporations, governments, and financial institutions.
  • A. Wholesale Securities Services
    Wholesale Securities Services is a division of the U.S. Department of the Treasury’s Bureau of the Fiscal Service that manages the issuance, processing, and administration of large-volume government securities for institutional and wholesale investors.
  • B. Retail Securities Services
    Retail Securities Services is a division of the U.S. Department of the Treasury’s Bureau of the Fiscal Service that manages and supports individual investors’ holdings of Treasury securities such as savings bonds and TreasuryDirect accounts.
  • C. Alternative Investment Market
    The Alternative Investment Market (AIM) is a sub-market of the London Stock Exchange designed to help smaller, growing companies access public equity capital with more flexible regulatory requirements than the main market.
  • D. Division of Investment Management of the SEC
    The Division of Investment Management of the SEC is the U.S. Securities and Exchange Commission unit responsible for regulating and overseeing investment companies, investment advisers, and related financial products to protect investors and promote fair, efficient markets.
  • E. Office of Capital Markets
    The Office of Capital Markets is a U.S. Treasury Department unit that oversees and advises on policies affecting financial markets, securities, and capital formation.
  • 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_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352cc4ab081908bc45d2f76cd4da8 completed March 12, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e53d34cc81909969d86efc441dee completed March 14, 2026, 10:46 p.m.
NEDg Description generation batch_69b5e6562abc8190bbd7b8ffdfcd0f14 completed March 14, 2026, 10:51 p.m.
NED2 Entity disambiguation (via description) batch_69b5e6b800d48190bed53f28b767471e completed March 14, 2026, 10:52 p.m.
Created at: March 12, 2026, 11:20 p.m.