Triple

T13071185
Position Surface form Disambiguated ID Type / Status
Subject Hurwitz E329458 entity
Predicate hasNotableBearer P458 FINISHED
Object Shelley Hurwitz
Shelley Hurwitz is a biostatistician and academic known for her work in clinical research methodology and statistical analysis in medicine.
E1020457 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: Shelley Hurwitz | Statement: [Hurwitz, hasNotableBearer, Shelley Hurwitz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Shelley Hurwitz
Context triple: [Hurwitz, hasNotableBearer, Shelley Hurwitz]
  • A. Shelly Pfefferman
    Shelly Pfefferman is a central character in the television series "Transparent," portrayed as the outspoken, emotionally complex matriarch of the Pfefferman family.
  • B. Leslie Greif
    Leslie Greif is an American television producer and director best known for creating and producing popular series and miniseries across action, drama, and true-crime genres.
  • C. Shelley Jenkins
    Shelley Jenkins is best known as the wife of former England rugby union star Jonny Wilkinson.
  • D. Shelley Meyer
    Shelley Meyer is an American nurse and mental health advocate best known as the wife of former college football coach Urban Meyer and for her public role supporting players’ families and wellness initiatives.
  • E. Judianna Makovsky
    Judianna Makovsky is an American costume designer known for her work on major films such as "Harry Potter and the Sorcerer’s Stone," "The Hunger Games," and "Seabiscuit."
  • 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: Shelley Hurwitz
Triple: [Hurwitz, hasNotableBearer, Shelley Hurwitz]
Generated description
Shelley Hurwitz is a biostatistician and academic known for her work in clinical research methodology and statistical analysis in medicine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Shelley Hurwitz
Target entity description: Shelley Hurwitz is a biostatistician and academic known for her work in clinical research methodology and statistical analysis in medicine.
  • A. Shelly Pfefferman
    Shelly Pfefferman is a central character in the television series "Transparent," portrayed as the outspoken, emotionally complex matriarch of the Pfefferman family.
  • B. Leslie Greif
    Leslie Greif is an American television producer and director best known for creating and producing popular series and miniseries across action, drama, and true-crime genres.
  • C. Shelley Jenkins
    Shelley Jenkins is best known as the wife of former England rugby union star Jonny Wilkinson.
  • D. Shelley Meyer
    Shelley Meyer is an American nurse and mental health advocate best known as the wife of former college football coach Urban Meyer and for her public role supporting players’ families and wellness initiatives.
  • E. Judianna Makovsky
    Judianna Makovsky is an American costume designer known for her work on major films such as "Harry Potter and the Sorcerer’s Stone," "The Hunger Games," and "Seabiscuit."
  • 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_69d80771749c81909a6d9197b9504872 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d980ee6130819095d835e7ff6a8c5b completed April 10, 2026, 10:59 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6d60510dc81909e0cba8b63a50d9c completed May 3, 2026, 4:58 a.m.
NEDg Description generation batch_69f6dbb4b8848190825102be81ff693a completed May 3, 2026, 5:23 a.m.
NED2 Entity disambiguation (via description) batch_69f6dc705f28819087e5d374f83d3acc completed May 3, 2026, 5:26 a.m.
Created at: April 9, 2026, 9 p.m.