Triple

T5933391
Position Surface form Disambiguated ID Type / Status
Subject BNP Paribas E131988 entity
Predicate hasSubsidiary P254 FINISHED
Object BGL BNP Paribas
BGL BNP Paribas is a major Luxembourg-based banking institution that operates as the local arm of the international financial group BNP Paribas, offering a wide range of retail, corporate, and investment banking services.
 E131988 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: BGL BNP Paribas | Statement: [BNP Paribas, hasSubsidiary, BGL BNP Paribas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: BGL BNP Paribas
Context triple: [BNP Paribas, hasSubsidiary, BGL BNP Paribas]
  • A. BNP Paribas
    BNP Paribas is a major French international banking group and one of the largest financial institutions in Europe.
  • B. Société Générale
    Société Générale is a major French multinational investment and retail bank and financial services company headquartered in Paris.
  • C. Deutsche Bank
    Deutsche Bank is a major global investment bank and financial services company headquartered in Frankfurt, Germany.
  • D. Caisse d’Epargne
    Caisse d’Epargne was a French professional road cycling team, sponsored by the French savings bank group of the same name, that competed at the highest level of the sport in the 2000s.
  • E. Banco Bilbao Vizcaya Argentaria
    Banco Bilbao Vizcaya Argentaria (BBVA) is a major multinational Spanish banking group that provides a wide range of financial services across Europe, the Americas, and other global markets.
  • 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: BGL BNP Paribas
Triple: [BNP Paribas, hasSubsidiary, BGL BNP Paribas]
Generated description
BGL BNP Paribas is a major Luxembourg-based banking institution that operates as the local arm of the international financial group BNP Paribas, offering a wide range of retail, corporate, and investment banking services.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: BGL BNP Paribas
Target entity description: BGL BNP Paribas is a major Luxembourg-based banking institution that operates as the local arm of the international financial group BNP Paribas, offering a wide range of retail, corporate, and investment banking services.
  • A. BNP Paribas chosen
    BNP Paribas is a major French international banking group and one of the largest financial institutions in Europe.
  • B. Société Générale
    Société Générale is a major French multinational investment and retail bank and financial services company headquartered in Paris.
  • C. Deutsche Bank
    Deutsche Bank is a major global investment bank and financial services company headquartered in Frankfurt, Germany.
  • D. Caisse d’Epargne
    Caisse d’Epargne was a French professional road cycling team, sponsored by the French savings bank group of the same name, that competed at the highest level of the sport in the 2000s.
  • E. Banco Bilbao Vizcaya Argentaria
    Banco Bilbao Vizcaya Argentaria (BBVA) is a major multinational Spanish banking group that provides a wide range of financial services across Europe, the Americas, and other global markets.
  • F. None of above.

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_69c11cc81b3081908a35c4230eba3f06 completed March 23, 2026, 10:58 a.m.
NEDg Description generation batch_69c11d9102648190a61e9a85ead0fff4 completed March 23, 2026, 11:01 a.m.
NED2 Entity disambiguation (via description) batch_69c11e76f5c48190adabb10472729cb2 completed March 23, 2026, 11:05 a.m.
Created at: March 22, 2026, 4 p.m.