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.