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.