Triple
T4398984
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Morgan Stanley |
E99565
|
entity |
| Predicate | hasDivision |
P35
|
FINISHED |
| Object |
Investment Management
Investment Management is a division of Morgan Stanley that provides professional asset management services across a range of investment strategies for institutional and individual clients.
|
E435522
|
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 Management | Statement: [Morgan Stanley, hasDivision, Investment Management]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Investment Management Context triple: [Morgan Stanley, hasDivision, Investment Management]
-
A.
Division of Investment Management
The Division of Investment Management is a branch of the U.S. Securities and Exchange Commission responsible for regulating and overseeing investment companies, investment advisers, and related financial products to protect investors.
-
B.
Asset & Wealth Management
Asset & Wealth Management is JPMorgan Chase’s global business segment that provides investment management, private banking, and wealth advisory services to individual and institutional clients.
-
C.
Global Investment Solutions
Global Investment Solutions is an investment management division of The Carlyle Group that focuses on providing customized portfolio and fund-of-funds solutions to institutional investors worldwide.
-
D.
Office of Investment Affairs
The Office of Investment Affairs is a U.S. State Department office that oversees and promotes international investment policy and protects U.S. investors’ interests abroad.
-
E.
Committee for Investments
The Committee for Investments is a Vatican body within the Roman Curia responsible for overseeing and guiding the Holy See’s financial and investment activities.
- 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 Management Triple: [Morgan Stanley, hasDivision, Investment Management]
Generated description
Investment Management is a division of Morgan Stanley that provides professional asset management services across a range of investment strategies for institutional and individual clients.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Investment Management Target entity description: Investment Management is a division of Morgan Stanley that provides professional asset management services across a range of investment strategies for institutional and individual clients.
-
A.
Division of Investment Management
The Division of Investment Management is a branch of the U.S. Securities and Exchange Commission responsible for regulating and overseeing investment companies, investment advisers, and related financial products to protect investors.
-
B.
Asset & Wealth Management
Asset & Wealth Management is JPMorgan Chase’s global business segment that provides investment management, private banking, and wealth advisory services to individual and institutional clients.
-
C.
Global Investment Solutions
Global Investment Solutions is an investment management division of The Carlyle Group that focuses on providing customized portfolio and fund-of-funds solutions to institutional investors worldwide.
-
D.
Office of Investment Affairs
The Office of Investment Affairs is a U.S. State Department office that oversees and promotes international investment policy and protects U.S. investors’ interests abroad.
-
E.
Committee for Investments
The Committee for Investments is a Vatican body within the Roman Curia responsible for overseeing and guiding the Holy See’s financial and investment activities.
- 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.