Triple

T9393921
Position Surface form Disambiguated ID Type / Status
Subject John Savage E226094 entity
Predicate spouse P13 FINISHED
Object Sandi Schultz
Sandi Schultz is the wife of American actor John Savage, known for his roles in films like "The Deer Hunter" and "Hair."
E803667 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: Sandi Schultz | Statement: [John Savage, spouse, Sandi Schultz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Sandi Schultz
Context triple: [John Savage, spouse, Sandi Schultz]
  • A. Sheri Kersch Schultz
    Sheri Kersch Schultz is an American philanthropist and social impact leader, best known as the co-founder and president of the Schultz Family Foundation.
  • B. Sandy Kessler
    Sandy Kessler is a wealthy, neurotic housewife who becomes an unlikely and increasingly empowered heroine after being kidnapped in the dark comedy film "Ruthless People."
  • C. Joanne Schieble
    Joanne Schieble is an American woman best known as the biological mother of Apple co-founder Steve Jobs.
  • D. Laurie Schaub
    Laurie Schaub is the wife of former NFL quarterback Matt Schaub and is known for her involvement in charitable and community activities alongside her husband.
  • E. Sandi Graham
    Sandi Graham is the Canadian mother of rapper and singer Drake, known for her influence on his upbringing and frequent mentions in his music and public life.
  • 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: Sandi Schultz
Triple: [John Savage, spouse, Sandi Schultz]
Generated description
Sandi Schultz is the wife of American actor John Savage, known for his roles in films like "The Deer Hunter" and "Hair."
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Sandi Schultz
Target entity description: Sandi Schultz is the wife of American actor John Savage, known for his roles in films like "The Deer Hunter" and "Hair."
  • A. Sheri Kersch Schultz
    Sheri Kersch Schultz is an American philanthropist and social impact leader, best known as the co-founder and president of the Schultz Family Foundation.
  • B. Sandy Kessler
    Sandy Kessler is a wealthy, neurotic housewife who becomes an unlikely and increasingly empowered heroine after being kidnapped in the dark comedy film "Ruthless People."
  • C. Joanne Schieble
    Joanne Schieble is an American woman best known as the biological mother of Apple co-founder Steve Jobs.
  • D. Laurie Schaub
    Laurie Schaub is the wife of former NFL quarterback Matt Schaub and is known for her involvement in charitable and community activities alongside her husband.
  • E. Sandi Graham
    Sandi Graham is the Canadian mother of rapper and singer Drake, known for her influence on his upbringing and frequent mentions in his music and public life.
  • 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_69ca842f7e3481908bf5bcf52e032dbd completed March 30, 2026, 2:09 p.m.
NER Named-entity recognition batch_69cd511150008190be04142e477e8bf1 completed April 1, 2026, 5:08 p.m.
NED1 Entity disambiguation (via context triple) batch_69d139ce08ec81908a8e81c060667ac3 completed April 4, 2026, 4:18 p.m.
NEDg Description generation batch_69d13a9cd1848190a31730405bb78fcd completed April 4, 2026, 4:21 p.m.
NED2 Entity disambiguation (via description) batch_69d13af5a7808190a216d4fc8c44c8b1 completed April 4, 2026, 4:23 p.m.
Created at: March 30, 2026, 7:45 p.m.