Triple

T11067510
Position Surface form Disambiguated ID Type / Status
Subject Bercy (Paris Métro) E261662 entity
Predicate safetyRegulator P760 FINISHED
Object French transport authorities
French transport authorities are the national and regional public bodies responsible for regulating, overseeing, and ensuring the safety and operation of France’s transportation systems, including metro networks like Paris’s.
E44780 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: French transport authorities | Statement: [Bercy (Paris Métro), safetyRegulator, French transport authorities]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: French transport authorities
Context triple: [Bercy (Paris Métro), safetyRegulator, French transport authorities]
  • A. French authorities
    French authorities were the governmental and colonial power of France responsible for enforcing French rule and policy, particularly in its overseas territories.
  • B. SNCF
    SNCF is France’s national state-owned railway company, responsible for operating the country’s passenger and freight rail services and much of its rail infrastructure.
  • C. Transport in Île-de-France
    Transport in Île-de-France encompasses the extensive network of roads, motorways, public transit, and other mobility infrastructure serving the Paris metropolitan region and its surrounding departments.
  • D. Île-de-France Mobilités
    Île-de-France Mobilités is the public agency responsible for organizing, coordinating, and funding public transportation services across the Paris metropolitan region.
  • E. RATP group
    RATP Group is a major French public transport operator that manages much of the Paris metro, tram, and bus networks and provides transit services internationally.
  • 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: French transport authorities
Triple: [Bercy (Paris Métro), safetyRegulator, French transport authorities]
Generated description
French transport authorities are the national and regional public bodies responsible for regulating, overseeing, and ensuring the safety and operation of France’s transportation systems, including metro networks like Paris’s.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: French transport authorities
Target entity description: French transport authorities are the national and regional public bodies responsible for regulating, overseeing, and ensuring the safety and operation of France’s transportation systems, including metro networks like Paris’s.
  • A. French authorities
    French authorities were the governmental and colonial power of France responsible for enforcing French rule and policy, particularly in its overseas territories.
  • B. SNCF
    SNCF is France’s national state-owned railway company, responsible for operating the country’s passenger and freight rail services and much of its rail infrastructure.
  • C. Transport in Île-de-France
    Transport in Île-de-France encompasses the extensive network of roads, motorways, public transit, and other mobility infrastructure serving the Paris metropolitan region and its surrounding departments.
  • D. Île-de-France Mobilités chosen
    Île-de-France Mobilités is the public agency responsible for organizing, coordinating, and funding public transportation services across the Paris metropolitan region.
  • E. RATP group
    RATP Group is a major French public transport operator that manages much of the Paris metro, tram, and bus networks and provides transit services internationally.
  • 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_69d6aa98650481908609c7c56bfa7902 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79920428c81908db824ab54e08e8d completed April 9, 2026, 12:18 p.m.
NED1 Entity disambiguation (via context triple) batch_69e3c8a4cdb8819080765d746f477089 completed April 18, 2026, 6:08 p.m.
NEDg Description generation batch_69e3d5cf52d081909c006d0281b55b22 completed April 18, 2026, 7:04 p.m.
NED2 Entity disambiguation (via description) batch_69e3da9a5b148190863416c38403cbd3 completed April 18, 2026, 7:25 p.m.
Created at: April 8, 2026, 9:26 p.m.