Triple

T20061293
Position Surface form Disambiguated ID Type / Status
Subject Transdev E499479 entity
Predicate formerName P65 FINISHED
Object Compagnie générale française de transports et d'entreprises
Compagnie générale française de transports et d'entreprises was a French transport and infrastructure company that later evolved into the international mobility group Transdev.
E1409044 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: Compagnie générale française de transports et d'entreprises | Statement: [Transdev, formerName, Compagnie générale française de transports et d'entreprises]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Compagnie générale française de transports et d'entreprises
Context triple: [Transdev, formerName, Compagnie générale française de transports et d'entreprises]
  • A. Compagnie Internationale des Wagons-Lits
    Compagnie Internationale des Wagons-Lits was a pioneering European rail company best known for its luxury sleeping cars and operation of famous long-distance trains such as the Orient Express.
  • B. Compagnie de Fives-Lille
    Compagnie de Fives-Lille was a prominent French engineering and construction firm known for designing and building major iron and steel structures, including notable railway stations and industrial works in the 19th and early 20th centuries.
  • C. Compagnie du Paris–Orléans
    Compagnie du Paris–Orléans was a major 19th–20th century French railway company that operated extensive lines in central and southwestern France before being absorbed into the national rail network.
  • D. Compagnie des Transports Strasbourgeois
    Compagnie des Transports Strasbourgeois is the public transport company responsible for operating Strasbourg’s urban transit network, including its tram and bus services.
  • E. Compagnie des chemins de fer du Midi
    Compagnie des chemins de fer du Midi was a major 19th- and early 20th-century French railway company that operated extensive lines in the southwest of France before being absorbed into the national rail system.
  • 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: Compagnie générale française de transports et d'entreprises
Triple: [Transdev, formerName, Compagnie générale française de transports et d'entreprises]
Generated description
Compagnie générale française de transports et d'entreprises was a French transport and infrastructure company that later evolved into the international mobility group Transdev.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Compagnie générale française de transports et d'entreprises
Target entity description: Compagnie générale française de transports et d'entreprises was a French transport and infrastructure company that later evolved into the international mobility group Transdev.
  • A. Compagnie Internationale des Wagons-Lits
    Compagnie Internationale des Wagons-Lits was a pioneering European rail company best known for its luxury sleeping cars and operation of famous long-distance trains such as the Orient Express.
  • B. Compagnie de Fives-Lille
    Compagnie de Fives-Lille was a prominent French engineering and construction firm known for designing and building major iron and steel structures, including notable railway stations and industrial works in the 19th and early 20th centuries.
  • C. Compagnie du Paris–Orléans
    Compagnie du Paris–Orléans was a major 19th–20th century French railway company that operated extensive lines in central and southwestern France before being absorbed into the national rail network.
  • D. Compagnie des Transports Strasbourgeois
    Compagnie des Transports Strasbourgeois is the public transport company responsible for operating Strasbourg’s urban transit network, including its tram and bus services.
  • E. Compagnie des chemins de fer du Midi
    Compagnie des chemins de fer du Midi was a major 19th- and early 20th-century French railway company that operated extensive lines in the southwest of France before being absorbed into the national rail system.
  • 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_69da6276bcf48190aabbf279192a5fb4 completed April 11, 2026, 3:02 p.m.
NER Named-entity recognition batch_69e6637601dc8190a07fc20844093cb7 completed April 20, 2026, 5:33 p.m.
NED1 Entity disambiguation (via context triple) batch_6a0816108a408190a62065447c1045bb completed May 16, 2026, 7 a.m.
NEDg Description generation batch_6a0816fe5788819095736bd9464cfed5 completed May 16, 2026, 7:04 a.m.
NED2 Entity disambiguation (via description) batch_6a081798cb48819084ab456f79b68eb9 completed May 16, 2026, 7:07 a.m.
Created at: April 11, 2026, 3:38 p.m.