Triple

T8738137
Position Surface form Disambiguated ID Type / Status
Subject Florence Henderson E207435 entity
Predicate spouse P13 FINISHED
Object Ira Bernstein
Ira Bernstein is an American theatrical producer best known as the longtime husband of actress and television icon Florence Henderson.
 E776537 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: [Florence Henderson, spouse, Ira Bernstein]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Ira Bernstein
Context triple: [Florence Henderson, spouse, Ira Bernstein]
  • A. Ira Eisenstein
    Ira Eisenstein was an American rabbi and theologian who helped found and shape Reconstructionist Judaism as a distinct modern Jewish movement.
  • B. 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.
  • C. 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."
  • D. Ira Levinson
    Ira Levinson is a fictional elderly widower whose poignant love story and letters play a central role in Nicholas Sparks’ novel "The Longest Ride."
  • E. Robert Bernstein
    Robert Bernstein is a film producer known for his work on British and international feature films, including the romantic comedy "The Decoy Bride."
  • 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: [Florence Henderson, spouse, Ira Bernstein]
Generated description
Ira Bernstein is an American theatrical producer best known as the longtime husband of actress and television icon Florence Henderson.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Ira Bernstein
Target entity description: Ira Bernstein is an American theatrical producer best known as the longtime husband of actress and television icon Florence Henderson.
  • A. Ira Eisenstein
    Ira Eisenstein was an American rabbi and theologian who helped found and shape Reconstructionist Judaism as a distinct modern Jewish movement.
  • B. 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.
  • C. 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."
  • D. Ira Levinson
    Ira Levinson is a fictional elderly widower whose poignant love story and letters play a central role in Nicholas Sparks’ novel "The Longest Ride."
  • E. Robert Bernstein
    Robert Bernstein is a film producer known for his work on British and international feature films, including the romantic comedy "The Decoy Bride."
  • 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_69ca835a03a081909d4d4cd01a18c9fb completed March 30, 2026, 2:06 p.m.
NER Named-entity recognition batch_69cc5d470c8c81909ead395ef704c6ba completed March 31, 2026, 11:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69cffd5e548c8190898c01f9b8a27175 completed April 3, 2026, 5:48 p.m.
NEDg Description generation batch_69d0013b50e081909595efe822bf5565 completed April 3, 2026, 6:04 p.m.
NED2 Entity disambiguation (via description) batch_69d001f04db48190aaa1fb9efb36df2b completed April 3, 2026, 6:07 p.m.
Created at: March 30, 2026, 6:38 p.m.