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.