Triple

T8741848
Position Surface form Disambiguated ID Type / Status
Subject S7 Group E207520 entity
Predicate ownsCargoBusiness P52071 FINISHED
Object S7 Cargo
S7 Cargo is the air freight and logistics division of Russia’s S7 Group, providing cargo transportation services on the airline’s route network.
E757559 NE FINISHED

How this triple was built (5 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: S7 Cargo | Statement: [S7 Group, ownsCargoBusiness, S7 Cargo]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: S7 Cargo
Context triple: [S7 Group, ownsCargoBusiness, S7 Cargo]
  • A. Rail Cargo Group
    Rail Cargo Group is the freight transport and logistics division of the Austrian Federal Railways (ÖBB), providing rail-based cargo services across Europe.
  • B. Lufthansa Cargo
    Lufthansa Cargo is the air freight and logistics division of the Lufthansa Group, operating a global network for transporting cargo by air.
  • C. SBB Cargo
    SBB Cargo is the freight transport division of Switzerland’s national railway company, providing rail logistics and cargo services across Switzerland and into neighboring countries.
  • D. Baselland Transport
    Baselland Transport is a Swiss public transport company that operates tram and bus services in the Basel region and surrounding areas.
  • 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: S7 Cargo
Triple: [S7 Group, ownsCargoBusiness, S7 Cargo]
Generated description
S7 Cargo is the air freight and logistics division of Russia’s S7 Group, providing cargo transportation services on the airline’s route network.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: S7 Cargo
Target entity description: S7 Cargo is the air freight and logistics division of Russia’s S7 Group, providing cargo transportation services on the airline’s route network.
  • A. Rail Cargo Group
    Rail Cargo Group is the freight transport and logistics division of the Austrian Federal Railways (ÖBB), providing rail-based cargo services across Europe.
  • B. Lufthansa Cargo
    Lufthansa Cargo is the air freight and logistics division of the Lufthansa Group, operating a global network for transporting cargo by air.
  • C. SBB Cargo
    SBB Cargo is the freight transport division of Switzerland’s national railway company, providing rail logistics and cargo services across Switzerland and into neighboring countries.
  • D. Baselland Transport
    Baselland Transport is a Swiss public transport company that operates tram and bus services in the Basel region and surrounding areas.
  • 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
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: ownsCargoBusiness
Context triple: [S7 Group, ownsCargoBusiness, S7 Cargo]
  • A. mainCargo
    Indicates that one entity serves as the primary or principal cargo carried or transported by another entity.
  • B. hasCargoServices
    Indicates that an entity provides or is equipped to handle cargo transportation or freight services for another entity or location.
  • C. primaryCargoOperator chosen
    Indicates that an entity serves as the main organization responsible for operating or managing the cargo-related activities of another entity.
  • D. cargoAccess
    Indicates that an entity has permission or capability to access, enter, or interact with a cargo area or cargo-related contents.
  • E. servesAsCargoHubFor
    Indicates that one entity functions as a central location or facility for handling, consolidating, and distributing cargo associated with another entity.
  • F. None of above.

Provenance (6 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_69ca835a03a081909d4d4cd01a18c9fb completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d6fd5dc8190906b7147f27c5d46 completed March 31, 2026, 11:49 p.m.
NED1 Entity disambiguation (via context triple) batch_69cf518750948190a42ad8fc352ac851 completed April 3, 2026, 5:35 a.m.
NEDg Description generation batch_69cf5378c3f48190a4180c20aecb2260 completed April 3, 2026, 5:43 a.m.
NED2 Entity disambiguation (via description) batch_69cf5471e9c08190963b7f1d6c2ceffe completed April 3, 2026, 5:47 a.m.
PD Predicate disambiguation batch_69cc457322b481908712a9630a17b954 completed March 31, 2026, 10:06 p.m.
Created at: March 30, 2026, 6:38 p.m.