Triple

T1467710
Position Surface form Disambiguated ID Type / Status
Subject RATP Group E27062 entity
Predicate hasSubsidiary P254 FINISHED
Object RATP Real Estate (RATP Immobilier)
RATP Real Estate (RATP Immobilier) is the RATP Group’s property and urban development arm, responsible for managing, developing, and enhancing the group’s real estate assets and transit-oriented projects.
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 Real Estate (RATP Immobilier) | Statement: [RATP Group, hasSubsidiary, RATP Real Estate (RATP Immobilier)]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: RATP Real Estate (RATP Immobilier)
Context triple: [RATP Group, hasSubsidiary, RATP Real Estate (RATP Immobilier)]
  • A. 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.
  • B. Bouygues
    Bouygues is a major French industrial group primarily active in construction, real estate development, media, and telecommunications.
  • C. Puteaux Group
    The Puteaux Group was an early 20th-century circle of avant-garde artists and theorists in France who played a key role in developing and articulating Cubist ideas.
  • D. Unibail-Rodamco-Westfield
    Unibail-Rodamco-Westfield is a major European commercial real estate company best known for owning and operating large shopping centers and retail destinations across Europe and the United States.
  • E. 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.
  • 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 Real Estate (RATP Immobilier)
Triple: [RATP Group, hasSubsidiary, RATP Real Estate (RATP Immobilier)]
Generated description
RATP Real Estate (RATP Immobilier) is the RATP Group’s property and urban development arm, responsible for managing, developing, and enhancing the group’s real estate assets and transit-oriented projects.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: RATP Real Estate (RATP Immobilier)
Target entity description: RATP Real Estate (RATP Immobilier) is the RATP Group’s property and urban development arm, responsible for managing, developing, and enhancing the group’s real estate assets and transit-oriented projects.
  • A. RATP group chosen
    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.
  • B. Bouygues
    Bouygues is a major French industrial group primarily active in construction, real estate development, media, and telecommunications.
  • C. Puteaux Group
    The Puteaux Group was an early 20th-century circle of avant-garde artists and theorists in France who played a key role in developing and articulating Cubist ideas.
  • D. Unibail-Rodamco-Westfield
    Unibail-Rodamco-Westfield is a major European commercial real estate company best known for owning and operating large shopping centers and retail destinations across Europe and the United States.
  • E. 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.
  • 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_69a496d25d6881909dbd84f86d763992 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c5d70a948190b50a6c1b36abc740 completed March 1, 2026, 11:03 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e7e7f848190a8abcb73e89e8e34 completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad0f0b145c8190b08af9a6a3325c23 completed March 8, 2026, 5:54 a.m.
NED2 Entity disambiguation (via description) batch_69ad0f9380648190b4db1b9c92f37831 completed March 8, 2026, 5:56 a.m.
Created at: March 1, 2026, 8:01 p.m.