Triple

T2791816
Position Surface form Disambiguated ID Type / Status
Subject Taubman family E61946 entity
Predicate hasNotableMember P304 FINISHED
Object A. Alfred Taubman
A. Alfred Taubman was an American real estate developer and philanthropist best known for pioneering the modern shopping mall and owning the Sotheby’s auction house.
E299132 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: A. Alfred Taubman | Statement: [Taubman family, hasNotableMember, A. Alfred Taubman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: A. Alfred Taubman
Context triple: [Taubman family, hasNotableMember, A. Alfred Taubman]
  • A. Eli Broad
    Eli Broad was an American billionaire entrepreneur and philanthropist known for founding two Fortune 500 companies and making major contributions to education, science, and the arts.
  • B. Edgar J. Kaufmann Sr.
    Edgar J. Kaufmann Sr. was a prominent Pittsburgh department store magnate and arts patron best known as the original owner and namesake client of Frank Lloyd Wright’s iconic Fallingwater house.
  • C. John J. Raskob
    John J. Raskob was an American businessman and financier best known for masterminding and financing the construction of New York City's Empire State Building.
  • D. Frederik Meijer
    Frederik Meijer was an American businessman and philanthropist best known as the longtime leader of the Meijer supermarket chain and a major supporter of cultural and community projects in Michigan.
  • E. Sidney Kimmel
    Sidney Kimmel is an American businessman and film producer known for founding the apparel company Jones New York and producing numerous Hollywood films through his company Sidney Kimmel Entertainment.
  • 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: A. Alfred Taubman
Triple: [Taubman family, hasNotableMember, A. Alfred Taubman]
Generated description
A. Alfred Taubman was an American real estate developer and philanthropist best known for pioneering the modern shopping mall and owning the Sotheby’s auction house.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: A. Alfred Taubman
Target entity description: A. Alfred Taubman was an American real estate developer and philanthropist best known for pioneering the modern shopping mall and owning the Sotheby’s auction house.
  • A. Eli Broad
    Eli Broad was an American billionaire entrepreneur and philanthropist known for founding two Fortune 500 companies and making major contributions to education, science, and the arts.
  • B. Edgar J. Kaufmann Sr.
    Edgar J. Kaufmann Sr. was a prominent Pittsburgh department store magnate and arts patron best known as the original owner and namesake client of Frank Lloyd Wright’s iconic Fallingwater house.
  • C. John J. Raskob
    John J. Raskob was an American businessman and financier best known for masterminding and financing the construction of New York City's Empire State Building.
  • D. Frederik Meijer
    Frederik Meijer was an American businessman and philanthropist best known as the longtime leader of the Meijer supermarket chain and a major supporter of cultural and community projects in Michigan.
  • E. Sidney Kimmel
    Sidney Kimmel is an American businessman and film producer known for founding the apparel company Jones New York and producing numerous Hollywood films through his company Sidney Kimmel Entertainment.
  • 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_69ab4b7f51d881908768300ebd2fbdae completed March 6, 2026, 9:47 p.m.
NER Named-entity recognition batch_69abddcfe19c81908f94dd449f18a2c2 completed March 7, 2026, 8:12 a.m.
NED1 Entity disambiguation (via context triple) batch_69afc65ebe788190859012e930918b05 completed March 10, 2026, 7:21 a.m.
NEDg Description generation batch_69afc6c6c620819098b76db174a6f98e completed March 10, 2026, 7:22 a.m.
NED2 Entity disambiguation (via description) batch_69afc72b2e3c8190aad78ac8924f07af completed March 10, 2026, 7:24 a.m.
Created at: March 6, 2026, 9:58 p.m.