Triple

T7178758
Position Surface form Disambiguated ID Type / Status
Subject Helen Zakheim E167388 entity
Predicate partnerInLifeAndWorkOf P33561 FINISHED
Object Bernard Zakheim E27341 NE FINISHED

How this triple was built (3 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: Bernard Zakheim | Statement: [Helen Zakheim, partnerInLifeAndWorkOf, Bernard Zakheim]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernard Zakheim
Context triple: [Helen Zakheim, partnerInLifeAndWorkOf, Bernard Zakheim]
  • A. Bernard Zakheim chosen
    Bernard Zakheim was a Polish-born American muralist best known for his New Deal–era frescoes in San Francisco, where he was a prominent figure in the city’s social realist art movement.
  • B. Jacques Levy
    Jacques Levy was an American songwriter, theater director, and psychologist best known for his lyrical collaborations with Bob Dylan in the 1970s.
  • C. Bernard Weil
    Bernard Weil was the father of French philosopher and mystic Simone Weil, belonging to the Weil family of intellectuals in early 20th-century France.
  • D. Dov S. Zakheim
    Dov S. Zakheim is an American economist, rabbi, and former U.S. Department of Defense official who served as Under Secretary of Defense (Comptroller) and is known for his work on defense policy and budgeting.
  • E. Maurice A. Ferré
    Maurice A. Ferré was a prominent Puerto Rican-born American politician best known for serving multiple terms as mayor of Miami and shaping the city’s modern development.
  • F. None of above.
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
PD Predicate disambiguation gpt-5-mini-2025-08-07
Target predicate: partnerInLifeAndWorkOf
Context triple: [Helen Zakheim, partnerInLifeAndWorkOf, Bernard Zakheim]
  • A. lifePartnerOfKeyFigureIn
    Indicates that one entity is the life partner (such as spouse or long-term companion) of a key or central figure associated with another entity (such as an organization, event, or work).
  • B. partnerInLiteraryLifeOf
    Indicates a relationship where one entity is a significant companion or collaborator in another entity’s literary career or creative writing life.
  • C. partnerInLifeEvent
    Indicates that two or more entities share a partnership or joint involvement in a specific life event or milestone.
  • D. spouseAssociatedWith chosen
    Indicates a marital or spousal relationship or close association between two entities.
  • E. spouseNotableWorkField
    Indicates that the notable work or professional field associated with a person’s spouse is being specified.
  • F. None of above.

Provenance (4 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_69c6888a7c548190a3d39b52a393080f completed March 27, 2026, 1:39 p.m.
NER Named-entity recognition batch_69c6e9b045c48190b27b2d6f7c11026f completed March 27, 2026, 8:33 p.m.
NED1 Entity disambiguation (via context triple) batch_69c7bf8a5d7c8190a7b52d46529dacb7 completed March 28, 2026, 11:46 a.m.
PD Predicate disambiguation batch_69c6e74fb0f48190b2ad4dd4efdd241a completed March 27, 2026, 8:23 p.m.
Created at: March 27, 2026, 2:49 p.m.