Triple

T13695225
Position Surface form Disambiguated ID Type / Status
Subject The Wendy Williams Show E328366 entity
Predicate executiveProducer P7225 FINISHED
Object Ira Bernstein
Ira Bernstein is a television producer best known for his executive role overseeing the popular daytime talk program "The Wendy Williams Show."
E1216511 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: Ira Bernstein | Statement: [The Wendy Williams Show, executiveProducer, Ira Bernstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ira Bernstein
Context triple: [The Wendy Williams Show, executiveProducer, Ira Bernstein]
  • A. Ira Bernstein
    Ira Bernstein is an American theatrical producer best known as the longtime husband of actress and television icon Florence Henderson.
  • B. Ira Eisenstein
    Ira Eisenstein was an American rabbi and theologian who helped found and shape Reconstructionist Judaism as a distinct modern Jewish movement.
  • C. Ira Buchman
    Ira Buchman is a central character on the television sitcom "Mad About You," known as Paul Buchman’s affable and often hapless cousin.
  • D. Ira Hirschmann
    Ira Hirschmann was an American businessman and diplomat best known for his World War II efforts to rescue Jews from the Holocaust and his later work in international affairs.
  • E. John Altschuler
    John Altschuler is an American television writer and producer best known for co-creating and producing the animated series "King of the Hill" and "Silicon Valley."
  • 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: Ira Bernstein
Triple: [The Wendy Williams Show, executiveProducer, Ira Bernstein]
Generated description
Ira Bernstein is a television producer best known for his executive role overseeing the popular daytime talk program "The Wendy Williams Show."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ira Bernstein
Target entity description: Ira Bernstein is a television producer best known for his executive role overseeing the popular daytime talk program "The Wendy Williams Show."
  • A. Ira Bernstein
    Ira Bernstein is an American theatrical producer best known as the longtime husband of actress and television icon Florence Henderson.
  • B. Ira Eisenstein
    Ira Eisenstein was an American rabbi and theologian who helped found and shape Reconstructionist Judaism as a distinct modern Jewish movement.
  • C. Ira Buchman
    Ira Buchman is a central character on the television sitcom "Mad About You," known as Paul Buchman’s affable and often hapless cousin.
  • D. Ira Hirschmann
    Ira Hirschmann was an American businessman and diplomat best known for his World War II efforts to rescue Jews from the Holocaust and his later work in international affairs.
  • E. John Altschuler
    John Altschuler is an American television writer and producer best known for co-creating and producing the animated series "King of the Hill" and "Silicon Valley."
  • 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_69d8076ff62081908a7bd79889edd7a0 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69dbc8773f388190b2413b1e05fd5fd7 completed April 12, 2026, 4:29 p.m.
NED1 Entity disambiguation (via context triple) batch_6a005804f5c08190b545bc8b65e953f7 completed May 10, 2026, 10:03 a.m.
NEDg Description generation batch_6a00592562708190ae88f24fb34c7a02 completed May 10, 2026, 10:08 a.m.
NED2 Entity disambiguation (via description) batch_6a005a17fd648190b2c6843f47a9ee2c completed May 10, 2026, 10:12 a.m.
Created at: April 9, 2026, 9:54 p.m.