Triple

T20136461
Position Surface form Disambiguated ID Type / Status
Subject Silverstein E491037 entity
Predicate hasNotableBearer P458 FINISHED
Object Louis Silverstein
Louis Silverstein was a prominent American graphic designer and art director best known for his influential work in modernizing newspaper typography and design, particularly at The New York Times.
E1413811 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: Louis Silverstein | Statement: [Silverstein, hasNotableBearer, Louis Silverstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Louis Silverstein
Context triple: [Silverstein, hasNotableBearer, Louis Silverstein]
  • A. Louis M. Silverstein
    Louis M. Silverstein is a film producer known for his work on the comedy movie "Strange Brew."
  • B. Samuel J. LeFrak
    Samuel J. LeFrak was a prominent American real estate developer and philanthropist best known for transforming large swaths of New York City with massive residential complexes.
  • C. Douglas Durst
    Douglas Durst is a prominent New York City real estate developer and heir to the Durst family, known for leading The Durst Organization and overseeing major commercial and residential projects in Manhattan.
  • D. Larry Silverstein
    Larry Silverstein is an American real estate developer best known for leasing and redeveloping the World Trade Center complex in New York City.
  • E. Barry Sternlicht
    Barry Sternlicht is an American billionaire investor and hotelier best known as the founder of Starwood Capital Group and a key figure in the global real estate and hospitality industries.
  • 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: Louis Silverstein
Triple: [Silverstein, hasNotableBearer, Louis Silverstein]
Generated description
Louis Silverstein was a prominent American graphic designer and art director best known for his influential work in modernizing newspaper typography and design, particularly at The New York Times.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Louis Silverstein
Target entity description: Louis Silverstein was a prominent American graphic designer and art director best known for his influential work in modernizing newspaper typography and design, particularly at The New York Times.
  • A. Louis M. Silverstein
    Louis M. Silverstein is a film producer known for his work on the comedy movie "Strange Brew."
  • B. Samuel J. LeFrak
    Samuel J. LeFrak was a prominent American real estate developer and philanthropist best known for transforming large swaths of New York City with massive residential complexes.
  • C. Douglas Durst
    Douglas Durst is a prominent New York City real estate developer and heir to the Durst family, known for leading The Durst Organization and overseeing major commercial and residential projects in Manhattan.
  • D. Larry Silverstein
    Larry Silverstein is an American real estate developer best known for leasing and redeveloping the World Trade Center complex in New York City.
  • E. Barry Sternlicht
    Barry Sternlicht is an American billionaire investor and hotelier best known as the founder of Starwood Capital Group and a key figure in the global real estate and hospitality industries.
  • 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_69da62651a0c8190a3e05e95e056a66b completed April 11, 2026, 3:01 p.m.
NER Named-entity recognition batch_69e66767ba3881909c2bcb74a986bd29 completed April 20, 2026, 5:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a082de255b08190b50a3cb5e4da4973 completed May 16, 2026, 8:42 a.m.
NEDg Description generation batch_6a082ef2cf208190aea9cd29b15b35dd completed May 16, 2026, 8:46 a.m.
NED2 Entity disambiguation (via description) batch_6a0830ccfdd881909cbf1c3fd2342821 completed May 16, 2026, 8:54 a.m.
Created at: April 11, 2026, 11:32 p.m.