Triple

T214117
Position Surface form Disambiguated ID Type / Status
Subject Société d’Exploitation de la Tour Eiffel E4780 entity
Predicate shareholder P1553 FINISHED
Object 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.
E27062 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: RATP group | Statement: [Société d’Exploitation de la Tour Eiffel, shareholder, RATP group]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RATP group
Context triple: [Société d’Exploitation de la Tour Eiffel, shareholder, RATP group]
  • A. Société d’Exploitation de la Tour Eiffel
    Société d’Exploitation de la Tour Eiffel is the company responsible for managing, maintaining, and operating the Eiffel Tower as a major cultural and tourist site in Paris.
  • B. Société de transport de Montréal
    The Société de transport de Montréal is the public transit authority responsible for operating Montreal’s bus and metro networks.
  • C. RER B line
    The RER B line is a major Paris regional express railway line that connects central Paris with key northern and southern suburbs, including Charles de Gaulle Airport.
  • D. Alstom (formerly Bombardier Transportation)
    Alstom (formerly Bombardier Transportation) is a major global rail transport manufacturer known for producing trains, trams, and related railway systems and equipment.
  • E. RER C
    RER C is a major line of the Paris regional express rail network that connects central Paris with several suburbs and key destinations, including access to Orly Airport.
  • 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: RATP group
Triple: [Société d’Exploitation de la Tour Eiffel, shareholder, RATP group]
Generated description
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.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: RATP group
Target entity description: 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.
  • A. Société d’Exploitation de la Tour Eiffel
    Société d’Exploitation de la Tour Eiffel is the company responsible for managing, maintaining, and operating the Eiffel Tower as a major cultural and tourist site in Paris.
  • B. Société de transport de Montréal
    The Société de transport de Montréal is the public transit authority responsible for operating Montreal’s bus and metro networks.
  • C. RER B line
    The RER B line is a major Paris regional express railway line that connects central Paris with key northern and southern suburbs, including Charles de Gaulle Airport.
  • D. Alstom (formerly Bombardier Transportation)
    Alstom (formerly Bombardier Transportation) is a major global rail transport manufacturer known for producing trains, trams, and related railway systems and equipment.
  • E. RER C
    RER C is a major line of the Paris regional express rail network that connects central Paris with several suburbs and key destinations, including access to Orly Airport.
  • 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_69a2575cb1dc8190a01ad332426dc339 completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a260c3037c8190ba7ddf328f249b74 completed Feb. 28, 2026, 3:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69a338e980908190871a2236375de6bd completed Feb. 28, 2026, 6:50 p.m.
NEDg Description generation batch_69a339380100819084982498f6b7161e completed Feb. 28, 2026, 6:51 p.m.
NED2 Entity disambiguation (via description) batch_69a33959072c819087e699c8a583e020 completed Feb. 28, 2026, 6:52 p.m.
Created at: Feb. 28, 2026, 2:52 a.m.