Triple
T22505550
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Bolloré Group |
E556379
|
entity |
| Predicate | subsidiary |
P258
|
FINISHED |
| Object |
Bolloré Transport & Logistics
Bolloré Transport & Logistics is a global logistics and transport company specializing in freight forwarding, port operations, and supply chain management, particularly strong in African markets.
|
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 Transport & Logistics | Statement: [Bolloré Group, subsidiary, Bolloré Transport & Logistics]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bolloré Transport & Logistics Context triple: [Bolloré Group, subsidiary, Bolloré Transport & 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.
Casa Transports SA
Casa Transports SA is the public company responsible for managing and developing urban transport infrastructure and services in Casablanca, Morocco, including the city’s tramway network.
-
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.
Geodis
Geodis is a global logistics and supply chain management company providing freight forwarding, contract logistics, and transportation services.
-
E.
Keolis
Keolis is a major French public transport operator that manages and operates bus, tram, metro, and rail networks in numerous cities worldwide.
- 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 Transport & Logistics Triple: [Bolloré Group, subsidiary, Bolloré Transport & Logistics]
Generated description
Bolloré Transport & Logistics is a global logistics and transport company specializing in freight forwarding, port operations, and supply chain management, particularly strong in African markets.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bolloré Transport & Logistics Target entity description: Bolloré Transport & Logistics is a global logistics and transport company specializing in freight forwarding, port operations, and supply chain management, particularly strong in African markets.
-
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.
Casa Transports SA
Casa Transports SA is the public company responsible for managing and developing urban transport infrastructure and services in Casablanca, Morocco, including the city’s tramway network.
-
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.
Geodis
Geodis is a global logistics and supply chain management company providing freight forwarding, contract logistics, and transportation services.
-
E.
Keolis
Keolis is a major French public transport operator that manages and operates bus, tram, metro, and rail networks in numerous cities worldwide.
- 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_6a0b2d57fc2c8190a811a3306d308c2f |
completed | May 18, 2026, 3:16 p.m. |
| NEDg | Description generation | batch_6a0b3645f5a881908b322d16c7704e27 |
completed | May 18, 2026, 3:54 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0b3769c36081909ff732275513bb2b |
completed | May 18, 2026, 3:59 p.m. |
Created at: April 16, 2026, 8:50 p.m.