Triple
T15966462
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Investment Banking Division |
E387203
|
entity |
| Predicate | hasSubUnit |
P35
|
FINISHED |
| Object |
Leveraged Finance group
The Leveraged Finance group is a specialized investment banking team that structures and arranges high-yield debt and leveraged loans to support acquisitions, buyouts, recapitalizations, and other highly leveraged transactions for corporate and private equity clients.
|
E1185986
|
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: Leveraged Finance group | Statement: [Investment Banking Division, hasSubUnit, Leveraged Finance group]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Leveraged Finance group Context triple: [Investment Banking Division, hasSubUnit, Leveraged Finance group]
-
A.
Trading & Investment Group
Trading & Investment Group is a business division of Samsung C&T Corporation that focuses on global trading, investment, and resource development activities.
-
B.
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.
-
C.
Bloomberg Industry Group
Bloomberg Industry Group is a professional information services company that provides legal, tax, regulatory, and business intelligence tools and analysis to professionals and organizations.
-
D.
Office of Structured Finance
The Office of Structured Finance is a specialized unit within the U.S. Securities and Exchange Commission that focuses on the analysis, regulation, and oversight of structured financial products and markets.
-
E.
Capital Markets Bureau
The Capital Markets Bureau is a division of South Korea’s financial regulator responsible for overseeing and developing policies for the nation’s capital markets and securities industry.
- 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: Leveraged Finance group Triple: [Investment Banking Division, hasSubUnit, Leveraged Finance group]
Generated description
The Leveraged Finance group is a specialized investment banking team that structures and arranges high-yield debt and leveraged loans to support acquisitions, buyouts, recapitalizations, and other highly leveraged transactions for corporate and private equity clients.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Leveraged Finance group Target entity description: The Leveraged Finance group is a specialized investment banking team that structures and arranges high-yield debt and leveraged loans to support acquisitions, buyouts, recapitalizations, and other highly leveraged transactions for corporate and private equity clients.
-
A.
Trading & Investment Group
Trading & Investment Group is a business division of Samsung C&T Corporation that focuses on global trading, investment, and resource development activities.
-
B.
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.
-
C.
Bloomberg Industry Group
Bloomberg Industry Group is a professional information services company that provides legal, tax, regulatory, and business intelligence tools and analysis to professionals and organizations.
-
D.
Office of Structured Finance
The Office of Structured Finance is a specialized unit within the U.S. Securities and Exchange Commission that focuses on the analysis, regulation, and oversight of structured financial products and markets.
-
E.
Capital Markets Bureau
The Capital Markets Bureau is a division of South Korea’s financial regulator responsible for overseeing and developing policies for the nation’s capital markets and securities industry.
- 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_69d86da94ccc819083d187f5dc6a123e |
completed | April 10, 2026, 3:25 a.m. |
| NER | Named-entity recognition | batch_69e15726536881908b603e43ae1acafb |
completed | April 16, 2026, 9:39 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69ffbe87149081909ac6129126f597c2 |
completed | May 9, 2026, 11:08 p.m. |
| NEDg | Description generation | batch_69ffbf3e80b08190899262a9d03c0e93 |
completed | May 9, 2026, 11:11 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69ffbfc0d1548190b7d2e9e10e837f0b |
completed | May 9, 2026, 11:14 p.m. |
Created at: April 10, 2026, 4:54 a.m.