Triple

T8267565
Position Surface form Disambiguated ID Type / Status
Subject Donald P. Bellisario E193338 entity
Predicate spouse P13 FINISHED
Object Margaret Schaffran
Margaret Schaffran is known as the former spouse of American television producer and screenwriter Donald P. Bellisario.
 E722661 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: Margaret Schaffran | Statement: [Donald P. Bellisario, spouse, Margaret Schaffran]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Margaret Schaffran
Context triple: [Donald P. Bellisario, spouse, Margaret Schaffran]
  • A. Deborah Gruenfeld
    Deborah Gruenfeld is a social psychologist and professor known for her research on power, leadership, and organizational behavior at Stanford Graduate School of Business.
  • B. Annette Tapert
    Annette Tapert is an American author and biographer known for her books on high society, style icons, and prominent cultural figures.
  • C. Rachel Elkind
    Rachel Elkind is an American music producer and composer best known for her eerie electronic score work with Wendy Carlos, including their influential soundtrack contributions to Stanley Kubrick’s film "The Shining."
  • D. Linda Rogoff
    Linda Rogoff was an American musician and manager best known as the wife and longtime partner of actor George Segal.
  • E. Susan Sperber
    Susan Sperber is a theatre producer best known as a co-founder of the Barrington Stage Company, a prominent regional theater in Massachusetts.
  • 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: Margaret Schaffran
Triple: [Donald P. Bellisario, spouse, Margaret Schaffran]
Generated description
Margaret Schaffran is known as the former spouse of American television producer and screenwriter Donald P. Bellisario.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Margaret Schaffran
Target entity description: Margaret Schaffran is known as the former spouse of American television producer and screenwriter Donald P. Bellisario.
  • A. Deborah Gruenfeld
    Deborah Gruenfeld is a social psychologist and professor known for her research on power, leadership, and organizational behavior at Stanford Graduate School of Business.
  • B. Annette Tapert
    Annette Tapert is an American author and biographer known for her books on high society, style icons, and prominent cultural figures.
  • C. Rachel Elkind
    Rachel Elkind is an American music producer and composer best known for her eerie electronic score work with Wendy Carlos, including their influential soundtrack contributions to Stanley Kubrick’s film "The Shining."
  • D. Linda Rogoff
    Linda Rogoff was an American musician and manager best known as the wife and longtime partner of actor George Segal.
  • E. Susan Sperber
    Susan Sperber is a theatre producer best known as a co-founder of the Barrington Stage Company, a prominent regional theater in Massachusetts.
  • 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_69ca82e081d48190986beaa51f498ab9 completed March 30, 2026, 2:04 p.m.
NER Named-entity recognition batch_69cb794fc4208190b268bc69ff2b28a9 completed March 31, 2026, 7:35 a.m.
NED1 Entity disambiguation (via context triple) batch_69cd6833065c8190945e88022ad2869d completed April 1, 2026, 6:47 p.m.
NEDg Description generation batch_69cd6d4fa17481909f28ad7eb9bceb42 completed April 1, 2026, 7:09 p.m.
NED2 Entity disambiguation (via description) batch_69cd7df568788190a5a219baa65a6a19 completed April 1, 2026, 8:20 p.m.
Created at: March 30, 2026, 5:50 p.m.