Triple

T1281811
Position Surface form Disambiguated ID Type / Status
Subject Bernard Zakheim E27341 entity
Predicate spouse P13 FINISHED
Object Helen Zakheim
Helen Zakheim was the wife and partner of Polish-born American muralist Bernard Zakheim, associated with his life and artistic milieu in 20th-century California.
E167388 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: Helen Zakheim | Statement: [Bernard Zakheim, spouse, Helen Zakheim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Helen Zakheim
Context triple: [Bernard Zakheim, spouse, Helen Zakheim]
  • A. Caroline Bamberger Fuld
    Caroline Bamberger Fuld was an American philanthropist whose major charitable work helped establish one of the world’s leading centers for theoretical research, the Institute for Advanced Study in Princeton.
  • B. Barbara Volcker
    Barbara Volcker was the wife of former Federal Reserve Chairman Paul A. Volcker and a partner in his public and professional life.
  • C. Leonore Annenberg
    Leonore Annenberg was an American philanthropist and arts patron who served as Chief of Protocol of the United States and played a prominent role in cultural and educational initiatives.
  • D. Diana Vagelos
    Diana Vagelos is a philanthropist and benefactor whose support, alongside that of her husband P. Roy Vagelos, has been instrumental in advancing medical education and research at Columbia University.
  • E. Doris Neustadt
    Doris Neustadt was a benefactor and namesake of the prestigious Neustadt International Prize for Literature, recognized for her support of literary arts.
  • 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: Helen Zakheim
Triple: [Bernard Zakheim, spouse, Helen Zakheim]
Generated description
Helen Zakheim was the wife and partner of Polish-born American muralist Bernard Zakheim, associated with his life and artistic milieu in 20th-century California.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Helen Zakheim
Target entity description: Helen Zakheim was the wife and partner of Polish-born American muralist Bernard Zakheim, associated with his life and artistic milieu in 20th-century California.
  • A. Caroline Bamberger Fuld
    Caroline Bamberger Fuld was an American philanthropist whose major charitable work helped establish one of the world’s leading centers for theoretical research, the Institute for Advanced Study in Princeton.
  • B. Barbara Volcker
    Barbara Volcker was the wife of former Federal Reserve Chairman Paul A. Volcker and a partner in his public and professional life.
  • C. Leonore Annenberg
    Leonore Annenberg was an American philanthropist and arts patron who served as Chief of Protocol of the United States and played a prominent role in cultural and educational initiatives.
  • D. Diana Vagelos
    Diana Vagelos is a philanthropist and benefactor whose support, alongside that of her husband P. Roy Vagelos, has been instrumental in advancing medical education and research at Columbia University.
  • E. Doris Neustadt
    Doris Neustadt was a benefactor and namesake of the prestigious Neustadt International Prize for Literature, recognized for her support of literary arts.
  • 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_69a496d3710c8190955dee8bc0dacb50 completed March 1, 2026, 7:43 p.m.
NER Named-entity recognition batch_69a4c0b317788190a1672b5ee422a049 completed March 1, 2026, 10:41 p.m.
NED1 Entity disambiguation (via context triple) batch_69ad0e6027448190b10c65bcafe9fedf completed March 8, 2026, 5:51 a.m.
NEDg Description generation batch_69ad100fc7108190bf5211fb5817ca5f completed March 8, 2026, 5:58 a.m.
NED2 Entity disambiguation (via description) batch_69ad105a9bcc8190ba6d14df99ff2a7a completed March 8, 2026, 5:59 a.m.
Created at: March 1, 2026, 7:50 p.m.