Triple

T3773631

Position	Surface form	Disambiguated ID	Type / Status
Subject	Goldman Sachs	`E83254`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	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.	`E387203`	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 Banking Division | Statement: [Goldman Sachs, hasDivision, Investment Banking Division]

NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07

Target entity: Investment Banking Division
Context triple: [Goldman Sachs, hasDivision, Investment Banking Division]

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. Corporate & Investment Bank
Corporate & Investment Bank is JPMorgan Chase’s global division that provides investment banking, capital markets, advisory, and wholesale financial services to corporations, governments, and institutional clients.
C. Division of Corporation Finance
The Division of Corporation Finance is a branch of the U.S. Securities and Exchange Commission that oversees corporate disclosure and securities filings to protect investors and ensure fair, efficient markets.
D. 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.
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: Investment Banking Division
Triple: [Goldman Sachs, hasDivision, Investment Banking Division]

Generated description

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.

NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07

Target entity: Investment Banking Division
Target entity description: 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.

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. Corporate & Investment Bank
Corporate & Investment Bank is JPMorgan Chase’s global division that provides investment banking, capital markets, advisory, and wholesale financial services to corporations, governments, and institutional clients.
C. Division of Corporation Finance
The Division of Corporation Finance is a branch of the U.S. Securities and Exchange Commission that oversees corporate disclosure and securities filings to protect investors and ensure fair, efficient markets.
D. 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.
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_69ad8b235e608190b5a2b1d1bfcef50b`	completed	March 8, 2026, 2:43 p.m.
NER	Named-entity recognition	`batch_69adcc57c9e48190a0f254e47348bf32`	completed	March 8, 2026, 7:21 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69b4e52ebd988190b6e3a7d8069b74be`	completed	March 14, 2026, 4:33 a.m.
NEDg	Description generation	`batch_69b4e64663b881908469456b15bc2687`	completed	March 14, 2026, 4:38 a.m.
NED2	Entity disambiguation (via description)	`batch_69b4ea0de7708190abe4be1c8af3cd71`	completed	March 14, 2026, 4:54 a.m.

Created at: March 8, 2026, 3:36 p.m.