Triple

T5933387
Position Surface form Disambiguated ID Type / Status
Subject BNP Paribas E131988 entity
Predicate hasSubsidiary P254 FINISHED
Object BNP Paribas Real Estate
BNP Paribas Real Estate is the property and real estate services arm of BNP Paribas, providing investment, advisory, and management solutions across commercial and residential markets.
E131988 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: BNP Paribas Real Estate | Statement: [BNP Paribas, hasSubsidiary, BNP Paribas Real Estate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: BNP Paribas Real Estate
Context triple: [BNP Paribas, hasSubsidiary, BNP Paribas Real Estate]
  • A. Eiffage
    Eiffage is a major French construction and civil engineering company known for delivering large-scale infrastructure projects such as the Millau Viaduct.
  • B. 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.
  • C. Invesco Real Estate
    Invesco Real Estate is a global real estate investment management firm that oversees property-focused strategies and assets on behalf of institutional and individual investors.
  • D. BNP Paribas
    BNP Paribas is a major French international banking group and one of the largest financial institutions in Europe.
  • E. Pritzker Realty Group
    Pritzker Realty Group is a private real estate investment and development firm founded and led by business executive and philanthropist Penny Pritzker.
  • 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: BNP Paribas Real Estate
Triple: [BNP Paribas, hasSubsidiary, BNP Paribas Real Estate]
Generated description
BNP Paribas Real Estate is the property and real estate services arm of BNP Paribas, providing investment, advisory, and management solutions across commercial and residential markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: BNP Paribas Real Estate
Target entity description: BNP Paribas Real Estate is the property and real estate services arm of BNP Paribas, providing investment, advisory, and management solutions across commercial and residential markets.
  • A. Eiffage
    Eiffage is a major French construction and civil engineering company known for delivering large-scale infrastructure projects such as the Millau Viaduct.
  • B. 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.
  • C. Invesco Real Estate
    Invesco Real Estate is a global real estate investment management firm that oversees property-focused strategies and assets on behalf of institutional and individual investors.
  • D. BNP Paribas chosen
    BNP Paribas is a major French international banking group and one of the largest financial institutions in Europe.
  • E. Pritzker Realty Group
    Pritzker Realty Group is a private real estate investment and development firm founded and led by business executive and philanthropist Penny Pritzker.
  • 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_69c0085c55dc8190aa90e242c956e2fa completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c0389f6fc881909527b928838ffcdd completed March 22, 2026, 6:44 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0c064d2a4819096085668182cfde1 completed March 23, 2026, 4:24 a.m.
NEDg Description generation batch_69c0c109b3288190928dc4539a2872c2 completed March 23, 2026, 4:26 a.m.
NED2 Entity disambiguation (via description) batch_69c0c1f6fe60819080a00976740b6a9c completed March 23, 2026, 4:30 a.m.
Created at: March 22, 2026, 4 p.m.