Triple

T15145532
Position Surface form Disambiguated ID Type / Status
Subject Orange S.A. E361793 entity
Predicate keyShareholder P14887 FINISHED
Object Bpifrance
Bpifrance is a French public investment bank that supports businesses through financing, guarantees, and equity investments, particularly to foster innovation and economic development.
 E116429 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: Bpifrance | Statement: [Orange S.A., keyShareholder, Bpifrance]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Bpifrance
Context triple: [Orange S.A., keyShareholder, Bpifrance]
  • A. Société Générale
    Société Générale is a major French multinational investment and retail bank and financial services company headquartered in Paris.
  • B. BNP Paribas
    BNP Paribas is a major French international banking group and one of the largest financial institutions in Europe.
  • C. Caisse des Dépôts et Consignations
    Caisse des Dépôts et Consignations is a French public financial institution that manages long-term investments and savings on behalf of the state and public interest missions.
  • D. Crédit Lyonnais
    Crédit Lyonnais is a major French banking institution, historically state-owned and later privatized, that has played a significant role in France’s financial sector.
  • E. Bank of France
    The Bank of France is the central bank of France, founded under Napoleon to issue currency, manage monetary policy, and support the stability of the French financial system.
  • 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: Bpifrance
Triple: [Orange S.A., keyShareholder, Bpifrance]
Generated description
Bpifrance is a French public investment bank that supports businesses through financing, guarantees, and equity investments, particularly to foster innovation and economic development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Bpifrance
Target entity description: Bpifrance is a French public investment bank that supports businesses through financing, guarantees, and equity investments, particularly to foster innovation and economic development.
  • A. Société Générale
    Société Générale is a major French multinational investment and retail bank and financial services company headquartered in Paris.
  • B. BNP Paribas
    BNP Paribas is a major French international banking group and one of the largest financial institutions in Europe.
  • C. Caisse des Dépôts et Consignations chosen
    Caisse des Dépôts et Consignations is a French public financial institution that manages long-term investments and savings on behalf of the state and public interest missions.
  • D. Crédit Lyonnais
    Crédit Lyonnais is a major French banking institution, historically state-owned and later privatized, that has played a significant role in France’s financial sector.
  • E. Bank of France
    The Bank of France is the central bank of France, founded under Napoleon to issue currency, manage monetary policy, and support the stability of the French financial system.
  • 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_69d85a0759908190b8a051d2e2a1cbe6 completed April 10, 2026, 2:01 a.m.
NER Named-entity recognition batch_69e005c71b688190b2e8ccfdf4db9037 completed April 15, 2026, 9:40 p.m.
NED1 Entity disambiguation (via context triple) batch_69febff02e648190bd10f04a374da227 completed May 9, 2026, 5:02 a.m.
NEDg Description generation batch_69fec08c37dc8190a59289e4ee76beab completed May 9, 2026, 5:05 a.m.
NED2 Entity disambiguation (via description) batch_69fec10cd2d48190ba96885ca604a853 completed May 9, 2026, 5:07 a.m.
Created at: April 10, 2026, 3:07 a.m.