Triple

T4726610
Position Surface form Disambiguated ID Type / Status
Subject Norman Brinker E104899 entity
Predicate spouse P13 FINISHED
Object Toni Chapman Brinker
Toni Chapman Brinker is an American philanthropist and social activist known for her work in community development and charitable initiatives, as well as her marriage to restaurateur Norman Brinker.
 E475661 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: Toni Chapman Brinker | Statement: [Norman Brinker, spouse, Toni Chapman Brinker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Toni Chapman Brinker
Context triple: [Norman Brinker, spouse, Toni Chapman Brinker]
  • A. Nancy Goodman Brinker
    Nancy Goodman Brinker is an American diplomat, businesswoman, and philanthropist best known as the founder of the Susan G. Komen Breast Cancer Foundation and for her leadership in global cancer advocacy.
  • B. 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.
  • C. Kathleen Hilfiger
    Kathleen Hilfiger is one of the children of American fashion designer Tommy Hilfiger.
  • D. Barbara Jean Davis
    Barbara Jean Davis, better known as Norris Church Mailer, was an American novelist, memoirist, and former model who was married to writer Norman Mailer.
  • E. Linda Potter Shriver
    Linda Potter Shriver is the wife of Special Olympics chairman Timothy Shriver and a member of the prominent Kennedy–Shriver family circle.
  • 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: Toni Chapman Brinker
Triple: [Norman Brinker, spouse, Toni Chapman Brinker]
Generated description
Toni Chapman Brinker is an American philanthropist and social activist known for her work in community development and charitable initiatives, as well as her marriage to restaurateur Norman Brinker.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Toni Chapman Brinker
Target entity description: Toni Chapman Brinker is an American philanthropist and social activist known for her work in community development and charitable initiatives, as well as her marriage to restaurateur Norman Brinker.
  • A. Nancy Goodman Brinker
    Nancy Goodman Brinker is an American diplomat, businesswoman, and philanthropist best known as the founder of the Susan G. Komen Breast Cancer Foundation and for her leadership in global cancer advocacy.
  • B. 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.
  • C. Kathleen Hilfiger
    Kathleen Hilfiger is one of the children of American fashion designer Tommy Hilfiger.
  • D. Barbara Jean Davis
    Barbara Jean Davis, better known as Norris Church Mailer, was an American novelist, memoirist, and former model who was married to writer Norman Mailer.
  • E. Linda Potter Shriver
    Linda Potter Shriver is the wife of Special Olympics chairman Timothy Shriver and a member of the prominent Kennedy–Shriver family circle.
  • 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_69bd43ed84648190ae0b7ee8e8d00482 completed March 20, 2026, 12:56 p.m.
NER Named-entity recognition batch_69bd644872508190887043de6c30c3da completed March 20, 2026, 3:14 p.m.
NED1 Entity disambiguation (via context triple) batch_69be67be28308190ae428035647fc227 completed March 21, 2026, 9:41 a.m.
NEDg Description generation batch_69be6854cc84819099f156e2e5f0c542 completed March 21, 2026, 9:43 a.m.
NED2 Entity disambiguation (via description) batch_69be68940bc081908bc50a261610963d completed March 21, 2026, 9:44 a.m.
Created at: March 20, 2026, 1:18 p.m.