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.