Triple

T5933409

Position	Surface form	Disambiguated ID	Type / Status
Subject	BNP Paribas	`E131988`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	International Financial Services International Financial Services is a major business division of BNP Paribas that focuses on providing a broad range of global financial and investment solutions.	`E555218`	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: International Financial Services | Statement: [BNP Paribas, hasDivision, International Financial Services]

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

Target entity: International Financial Services
Context triple: [BNP Paribas, hasDivision, International Financial Services]

A. Finance and Corporate Services
Finance and Corporate Services is an internal division of the Northern Ireland Office responsible for managing its financial operations and corporate support functions.
B. International Retail Banking and Financial Services
International Retail Banking and Financial Services is a major global division of Société Générale that provides retail banking and a broad range of financial services to individual and corporate clients outside France.
C. 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.
D. Financial Services and the Treasury Bureau
The Financial Services and the Treasury Bureau is a policy bureau of the Hong Kong SAR government responsible for overseeing financial services, monetary affairs, and public finance.
E. Office of Financial Intermediaries
The Office of Financial Intermediaries is a specialized unit within the SEC’s Division of Economic and Risk Analysis that focuses on the risks, activities, and market impacts of financial intermediaries such as investment advisers, broker-dealers, and funds.
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: International Financial Services
Triple: [BNP Paribas, hasDivision, International Financial Services]

Generated description

International Financial Services is a major business division of BNP Paribas that focuses on providing a broad range of global financial and investment solutions.

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

Target entity: International Financial Services
Target entity description: International Financial Services is a major business division of BNP Paribas that focuses on providing a broad range of global financial and investment solutions.

A. Finance and Corporate Services
Finance and Corporate Services is an internal division of the Northern Ireland Office responsible for managing its financial operations and corporate support functions.
B. International Retail Banking and Financial Services
International Retail Banking and Financial Services is a major global division of Société Générale that provides retail banking and a broad range of financial services to individual and corporate clients outside France.
C. 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.
D. Financial Services and the Treasury Bureau
The Financial Services and the Treasury Bureau is a policy bureau of the Hong Kong SAR government responsible for overseeing financial services, monetary affairs, and public finance.
E. Office of Financial Intermediaries
The Office of Financial Intermediaries is a specialized unit within the SEC’s Division of Economic and Risk Analysis that focuses on the risks, activities, and market impacts of financial intermediaries such as investment advisers, broker-dealers, and funds.
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_69c0085c55dc8190aa90e242c956e2fa`	completed	March 22, 2026, 3:18 p.m.
NER	Named-entity recognition	`batch_69c0389f6fc881909527b928838ffcdd`	completed	March 22, 2026, 6:44 p.m.
NED1	Entity disambiguation (via context triple)	`batch_69c0c064d2a4819096085668182cfde1`	completed	March 23, 2026, 4:24 a.m.
NEDg	Description generation	`batch_69c0c109b3288190928dc4539a2872c2`	completed	March 23, 2026, 4:26 a.m.
NED2	Entity disambiguation (via description)	`batch_69c0c1f6fe60819080a00976740b6a9c`	completed	March 23, 2026, 4:30 a.m.

Created at: March 22, 2026, 4 p.m.