Triple

T5933411

Position	Surface form	Disambiguated ID	Type / Status
Subject	BNP Paribas	`E131988`	entity
Predicate	hasDivision	`P35`	FINISHED
Object	Corporate and Institutional Banking Corporate and Institutional Banking is BNP Paribas’s global division that provides financing, advisory, capital markets, and transaction services to large corporations, financial institutions, and public-sector clients.	`E555220`	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: Corporate and Institutional Banking | Statement: [BNP Paribas, hasDivision, Corporate and Institutional Banking]

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

Target entity: Corporate and Institutional Banking
Context triple: [BNP Paribas, hasDivision, Corporate and Institutional Banking]

A. Wholesale Banking
Wholesale Banking is a business segment of Wells Fargo that provides financial services and products to large corporate, institutional, and government clients.
B. Corporate Banking Division
The Corporate Banking Division is the unit of China Merchants Bank that provides financial services and solutions to corporate and institutional clients.
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. Consumer & Community Banking
Consumer & Community Banking is JPMorgan Chase’s retail banking division that provides everyday financial services such as checking and savings accounts, credit cards, mortgages, and consumer loans to individuals and small businesses.
E. 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.
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: Corporate and Institutional Banking
Triple: [BNP Paribas, hasDivision, Corporate and Institutional Banking]

Generated description

Corporate and Institutional Banking is BNP Paribas’s global division that provides financing, advisory, capital markets, and transaction services to large corporations, financial institutions, and public-sector clients.

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

Target entity: Corporate and Institutional Banking
Target entity description: Corporate and Institutional Banking is BNP Paribas’s global division that provides financing, advisory, capital markets, and transaction services to large corporations, financial institutions, and public-sector clients.

A. Wholesale Banking
Wholesale Banking is a business segment of Wells Fargo that provides financial services and products to large corporate, institutional, and government clients.
B. Corporate Banking Division
The Corporate Banking Division is the unit of China Merchants Bank that provides financial services and solutions to corporate and institutional clients.
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. Consumer & Community Banking
Consumer & Community Banking is JPMorgan Chase’s retail banking division that provides everyday financial services such as checking and savings accounts, credit cards, mortgages, and consumer loans to individuals and small businesses.
E. 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.
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.