Triple

T3036041
Position Surface form Disambiguated ID Type / Status
Subject Wilhelmina Models E83010 entity
Predicate foundedBy P104 FINISHED
Object Bill Weinberg
Bill Weinberg is a fashion industry entrepreneur best known as the founder of the international modeling agency Wilhelmina Models.
E444086 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: Bill Weinberg | Statement: [Wilhelmina Models, foundedBy, Bill Weinberg]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bill Weinberg
Context triple: [Wilhelmina Models, foundedBy, Bill Weinberg]
  • A. Joe Weinstock
    Joe Weinstock is a television producer best known for his executive production work on the science-themed docuseries "The End Is Nye."
  • B. Ali Weinberg
    Ali Weinberg is an American journalist and television news producer known for her work covering politics for major U.S. news networks.
  • C. Mitch Kertzman
    Mitch Kertzman is an American technology executive and entrepreneur best known for his leadership roles in the software and semiconductor industries, including at companies like LSI Logic and Sybase.
  • D. Sam Jaffe
    Sam Jaffe was an American actor and character performer known for memorable roles in classic films such as "Gunga Din," "The Asphalt Jungle," and "Ben-Hur."
  • E. Johnny Gandelsman
    Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
  • 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: Bill Weinberg
Triple: [Wilhelmina Models, foundedBy, Bill Weinberg]
Generated description
Bill Weinberg is a fashion industry entrepreneur best known as the founder of the international modeling agency Wilhelmina Models.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bill Weinberg
Target entity description: Bill Weinberg is a fashion industry entrepreneur best known as the founder of the international modeling agency Wilhelmina Models.
  • A. Joe Weinstock
    Joe Weinstock is a television producer best known for his executive production work on the science-themed docuseries "The End Is Nye."
  • B. Ali Weinberg
    Ali Weinberg is an American journalist and television news producer known for her work covering politics for major U.S. news networks.
  • C. Mitch Kertzman
    Mitch Kertzman is an American technology executive and entrepreneur best known for his leadership roles in the software and semiconductor industries, including at companies like LSI Logic and Sybase.
  • D. Sam Jaffe
    Sam Jaffe was an American actor and character performer known for memorable roles in classic films such as "Gunga Din," "The Asphalt Jungle," and "Ben-Hur."
  • E. Johnny Gandelsman
    Johnny Gandelsman is a Grammy-winning violinist and producer known for his work with ensembles like Brooklyn Rider and the Silk Road Ensemble, as well as for his innovative solo projects.
  • 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_69ad8b2298908190a7cb4e9bdbf064d0 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9b2bb60c8190b1721f832f2581a1 completed March 8, 2026, 3:52 p.m.
NED1 Entity disambiguation (via context triple) batch_69b65076d970819098246f2533b7519f completed March 15, 2026, 6:23 a.m.
NEDg Description generation batch_69b6519e30fc819098de2671c3aa89b9 completed March 15, 2026, 6:28 a.m.
NED2 Entity disambiguation (via description) batch_69b6521feae08190a029acdece360863 completed March 15, 2026, 6:30 a.m.
Created at: March 8, 2026, 3:01 p.m.