Triple
T22505582
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bolloré Group |
E556379
|
entity |
| Predicate | parentOrganizationOf |
P254
|
FINISHED |
| Object |
Bolloré Logistics
Bolloré Logistics is a global transport and logistics company specializing in international freight forwarding, supply chain management, and industrial project logistics.
|
E556379
|
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: Bolloré Logistics | Statement: [Bolloré Group, parentOrganizationOf, Bolloré Logistics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bolloré Logistics Context triple: [Bolloré Group, parentOrganizationOf, Bolloré Logistics]
-
A.
Bolloré Group
Bolloré Group is a French multinational conglomerate best known for its diversified interests in logistics, media, and communications, and for being controlled by the Bolloré family.
-
B.
Geodis
Geodis is a global logistics and supply chain management company providing freight forwarding, contract logistics, and transportation services.
-
C.
SNCF Logistics
SNCF Logistics is the freight and logistics division of the French national railway company SNCF, overseeing rail and multimodal cargo transport services.
-
D.
P&O Cold Logistics
P&O Cold Logistics was a specialized cold storage and temperature-controlled logistics company that handled refrigerated transport and warehousing of perishable goods.
-
E.
Kuehne + Nagel
Kuehne + Nagel is a global logistics and freight forwarding company specializing in sea, air, and contract logistics services.
- 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: Bolloré Logistics Triple: [Bolloré Group, parentOrganizationOf, Bolloré Logistics]
Generated description
Bolloré Logistics is a global transport and logistics company specializing in international freight forwarding, supply chain management, and industrial project logistics.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bolloré Logistics Target entity description: Bolloré Logistics is a global transport and logistics company specializing in international freight forwarding, supply chain management, and industrial project logistics.
-
A.
Bolloré Group
chosen
Bolloré Group is a French multinational conglomerate best known for its diversified interests in logistics, media, and communications, and for being controlled by the Bolloré family.
-
B.
Geodis
Geodis is a global logistics and supply chain management company providing freight forwarding, contract logistics, and transportation services.
-
C.
SNCF Logistics
SNCF Logistics is the freight and logistics division of the French national railway company SNCF, overseeing rail and multimodal cargo transport services.
-
D.
P&O Cold Logistics
P&O Cold Logistics was a specialized cold storage and temperature-controlled logistics company that handled refrigerated transport and warehousing of perishable goods.
-
E.
Kuehne + Nagel
Kuehne + Nagel is a global logistics and freight forwarding company specializing in sea, air, and contract logistics services.
- 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_69e11e555edc81909ca803587dafd747 |
completed | April 16, 2026, 5:37 p.m. |
| NER | Named-entity recognition | batch_69f15d5bf0f0819093426d83ebd80ef0 |
completed | April 29, 2026, 1:22 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0b3d4654048190a163f467b114ac66 |
completed | May 18, 2026, 4:24 p.m. |
| NEDg | Description generation | batch_6a0b3e659bbc81908ebe404365577ddf |
completed | May 18, 2026, 4:29 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b3f401fb08190b59206d6e5edbaf7 |
completed | May 18, 2026, 4:33 p.m. |
Created at: April 16, 2026, 8:50 p.m.