Triple
T18190543
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Institutional Securities |
E435520
|
entity |
| Predicate | coreBusinessDivisionOf |
P45142
|
FINISHED |
| Object | Morgan Stanley |
—
|
NE NERFINISHED |
How this triple was built (3 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: Morgan Stanley | Statement: [Institutional Securities, coreBusinessDivisionOf, Morgan Stanley]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Morgan Stanley Context triple: [Institutional Securities, coreBusinessDivisionOf, Morgan Stanley]
-
A.
Morgan Stanley
chosen
Morgan Stanley is a leading global financial services firm known for its investment banking, securities, wealth management, and investment management services.
-
B.
Goldman Sachs
Goldman Sachs is a leading global investment banking, securities, and asset management firm headquartered in New York City.
-
C.
Barclays Capital
Barclays Capital is the investment banking division of Barclays, providing global financial advisory, capital markets, and trading services to institutional and corporate clients.
-
D.
Citigroup
Citigroup is a major American multinational investment bank and financial services corporation headquartered in New York City.
-
E.
Merrill Lynch
Merrill Lynch is a major American wealth management and investment banking firm known for its brokerage services and role in global financial markets.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
PD
Predicate disambiguation
gpt-5-mini-2025-08-07
Target predicate: coreBusinessDivisionOf Context triple: [Institutional Securities, coreBusinessDivisionOf, Morgan Stanley]
-
A.
hasBusinessDivision
Indicates that an organization includes or is composed of a specific business division as a subordinate unit.
-
B.
companyDivision
chosen
Indicates that one entity is a division, branch, or subordinate business unit within the organizational structure of another company entity.
-
C.
relatedDivision
Indicates that there is an organizational or structural association between two divisions, such as being counterparts, partners, or otherwise linked within a broader entity.
-
D.
hasBusinessSection
Indicates that an entity (such as a publication or website) includes a dedicated section focused on business-related content or topics.
-
E.
primaryBusinessArea
Indicates the main field, sector, or domain in which an entity primarily conducts its business activities.
- F. None of above.
Provenance (3 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_69d8b90c7ec081909b4694ccecb449c6 |
completed | April 10, 2026, 8:47 a.m. |
| NER | Named-entity recognition | batch_69e4e0cf0d7c81908ce0386c52ef601d |
completed | April 19, 2026, 2:03 p.m. |
| PD | Predicate disambiguation | batch_69e4331e92408190ad607ba4956a3897 |
completed | April 19, 2026, 1:42 a.m. |
Created at: April 10, 2026, 10:31 a.m.