Triple

T14580707
Position Surface form Disambiguated ID Type / Status
Subject Raphael De Niro E342183 entity
Predicate employer P7 FINISHED
Object Douglas Elliman Real Estate
Douglas Elliman Real Estate is a major American residential real estate brokerage firm known for handling high-end properties, particularly in New York City and other luxury markets.
E1107790 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: Douglas Elliman Real Estate | Statement: [Raphael De Niro, employer, Douglas Elliman Real Estate]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Douglas Elliman Real Estate
Context triple: [Raphael De Niro, employer, Douglas Elliman Real Estate]
  • A. Christie’s International Real Estate
    Christie’s International Real Estate is a global luxury property network and brokerage brand affiliated with the Christie’s auction house, specializing in high-end residential real estate.
  • B. Coldwell Banker
    Coldwell Banker is a major American real estate brokerage franchise known for its extensive residential property network and long-established brand.
  • C. Sotheby’s International Realty
    Sotheby’s International Realty is a global luxury real estate brokerage network associated with the Sotheby’s brand, specializing in high-end residential properties and premium real estate services.
  • D. Century 21
    Century 21 was the futuristic, space-age theme of the 1962 Seattle World’s Fair, envisioning life and technology in the 21st century.
  • E. Century 21
    Century 21 is a large real estate brokerage franchise known for its extensive network of independently owned and operated offices across the United States and 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: Douglas Elliman Real Estate
Triple: [Raphael De Niro, employer, Douglas Elliman Real Estate]
Generated description
Douglas Elliman Real Estate is a major American residential real estate brokerage firm known for handling high-end properties, particularly in New York City and other luxury markets.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Douglas Elliman Real Estate
Target entity description: Douglas Elliman Real Estate is a major American residential real estate brokerage firm known for handling high-end properties, particularly in New York City and other luxury markets.
  • A. Christie’s International Real Estate
    Christie’s International Real Estate is a global luxury property network and brokerage brand affiliated with the Christie’s auction house, specializing in high-end residential real estate.
  • B. Coldwell Banker
    Coldwell Banker is a major American real estate brokerage franchise known for its extensive residential property network and long-established brand.
  • C. Sotheby’s International Realty
    Sotheby’s International Realty is a global luxury real estate brokerage network associated with the Sotheby’s brand, specializing in high-end residential properties and premium real estate services.
  • D. Century 21
    Century 21 was the futuristic, space-age theme of the 1962 Seattle World’s Fair, envisioning life and technology in the 21st century.
  • E. Century 21
    Century 21 is a large real estate brokerage franchise known for its extensive network of independently owned and operated offices across the United States and internationally.
  • 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb3f6f78c81908a30ecb4c025299d completed April 14, 2026, 9:39 p.m.
NED1 Entity disambiguation (via context triple) batch_69fd94b832b08190965b727baa700403 completed May 8, 2026, 7:46 a.m.
NEDg Description generation batch_69fd959751d48190890dcce97f50ff07 completed May 8, 2026, 7:49 a.m.
NED2 Entity disambiguation (via description) batch_69fd966727088190a151f4790b434354 completed May 8, 2026, 7:53 a.m.
Created at: April 10, 2026, 1:24 a.m.