Triple

T5160795
Position Surface form Disambiguated ID Type / Status
Subject Caisse des Dépôts et Consignations E116429 entity
Predicate hasSubsidiary P254 FINISHED
Object Bpifrance (through joint ownership with the French state)
Bpifrance is France’s public investment bank that supports businesses through financing, guarantees, and equity investments to foster innovation and economic development.
E499476 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 (through joint ownership with the French state) | Statement: [Caisse des Dépôts et Consignations, hasSubsidiary, Bpifrance (through joint ownership with the French state)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bpifrance (through joint ownership with the French state)
Context triple: [Caisse des Dépôts et Consignations, hasSubsidiary, Bpifrance (through joint ownership with the French state)]
  • A. Électricité de France
    Électricité de France is France’s state-owned electric utility company and one of the world’s largest producers and distributors of electricity, particularly known for its extensive nuclear power fleet.
  • B. Le Monde Groupe (as part of investor group)
    Le Monde Groupe (as part of an investor group) is the publishing company that owns and operates the influential French daily newspaper Le Monde and related media outlets.
  • 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. BNP Paribas
    BNP Paribas is a major French international banking group and one of the largest financial institutions in Europe.
  • E. GDF Suez
    GDF Suez was a major French multinational energy company, primarily active in electricity and natural gas, that later rebranded as Engie.
  • 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 (through joint ownership with the French state)
Triple: [Caisse des Dépôts et Consignations, hasSubsidiary, Bpifrance (through joint ownership with the French state)]
Generated description
Bpifrance is France’s public investment bank that supports businesses through financing, guarantees, and equity investments to foster innovation and economic development.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bpifrance (through joint ownership with the French state)
Target entity description: Bpifrance is France’s public investment bank that supports businesses through financing, guarantees, and equity investments to foster innovation and economic development.
  • A. Électricité de France
    Électricité de France is France’s state-owned electric utility company and one of the world’s largest producers and distributors of electricity, particularly known for its extensive nuclear power fleet.
  • B. Le Monde Groupe (as part of investor group)
    Le Monde Groupe (as part of an investor group) is the publishing company that owns and operates the influential French daily newspaper Le Monde and related media outlets.
  • 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. BNP Paribas
    BNP Paribas is a major French international banking group and one of the largest financial institutions in Europe.
  • E. GDF Suez
    GDF Suez was a major French multinational energy company, primarily active in electricity and natural gas, that later rebranded as Engie.
  • 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_69bd445edb3881909b93b34d260717fc completed March 20, 2026, 12:58 p.m.
NER Named-entity recognition batch_69bd79073a54819080cd1e8de6fe906a completed March 20, 2026, 4:42 p.m.
NED1 Entity disambiguation (via context triple) batch_69bed92b3ab48190900cf5c246dba433 completed March 21, 2026, 5:45 p.m.
NEDg Description generation batch_69beda3bfee08190a6e1d8b06739cade completed March 21, 2026, 5:49 p.m.
NED2 Entity disambiguation (via description) batch_69beda93175481908c79010c7fe6897e completed March 21, 2026, 5:51 p.m.
Created at: March 20, 2026, 1:44 p.m.