Triple

T14584422
Position Surface form Disambiguated ID Type / Status
Subject Budd Schulberg E342275 entity
Predicate spouse P13 FINISHED
Object Betsy Ann Langman — NE NERFINISHED

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: Betsy Ann Langman | Statement: [Budd Schulberg, spouse, Betsy Ann Langman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Betsy Ann Langman
Context triple: [Budd Schulberg, spouse, Betsy Ann Langman]
  • A. Betsy Duncan Smith
    Betsy Duncan Smith is the wife of British Conservative politician and former party leader Iain Duncan Smith, known for her role as a political spouse and supporter within UK Conservative circles.
  • B. Barbara Fitts
    Barbara Fitts is a fictional character from the film "American Beauty," portrayed as the emotionally withdrawn wife of Colonel Frank Fitts.
  • C. Marilyn Bartlett
    Marilyn Bartlett is a supporting character in the teen comedy-drama film "Charlie Bartlett," serving as a member of the protagonist's family and contributing to the story's exploration of adolescence and mental health.
  • D. Liz Sherman
    Liz Sherman is a powerful pyrokinetic human and key member of the Bureau for Paranormal Research and Defense in the Hellboy comic and film series.
  • E. Harriet Heyman
    Harriet Heyman is an American writer and philanthropist best known as the co-founder of the Crankstart foundation, which supports education, arts, and social justice initiatives.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Betsy Ann Langman
Target entity description: Betsy Ann Langman was the first wife of American screenwriter and novelist Budd Schulberg.
  • A. Betsy Duncan Smith
    Betsy Duncan Smith is the wife of British Conservative politician and former party leader Iain Duncan Smith, known for her role as a political spouse and supporter within UK Conservative circles.
  • B. Barbara Fitts
    Barbara Fitts is a fictional character from the film "American Beauty," portrayed as the emotionally withdrawn wife of Colonel Frank Fitts.
  • C. Marilyn Bartlett
    Marilyn Bartlett is a supporting character in the teen comedy-drama film "Charlie Bartlett," serving as a member of the protagonist's family and contributing to the story's exploration of adolescence and mental health.
  • D. Liz Sherman
    Liz Sherman is a powerful pyrokinetic human and key member of the Bureau for Paranormal Research and Defense in the Hellboy comic and film series.
  • E. Harriet Heyman
    Harriet Heyman is an American writer and philanthropist best known as the co-founder of the Crankstart foundation, which supports education, arts, and social justice initiatives.
  • F. None of above. chosen

Provenance (2 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_69d822ddc0f081909cd8163c7de298cd completed April 9, 2026, 10:06 p.m.
NER Named-entity recognition batch_69deb4209b988190ad2a7b2dead8ffed completed April 14, 2026, 9:39 p.m.
Created at: April 10, 2026, 1:24 a.m.