Triple

T10352705
Position Surface form Disambiguated ID Type / Status
Subject Ariel Durant E243918 entity
Predicate birthName P65 FINISHED
Object Chaya Kaufman
Chaya Kaufman, better known as Ariel Durant, was a Pulitzer Prize–winning historian and co-author of "The Story of Civilization" alongside her husband Will Durant.
 E866482 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: Chaya Kaufman | Statement: [Ariel Durant, birthName, Chaya Kaufman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Chaya Kaufman
Context triple: [Ariel Durant, birthName, Chaya Kaufman]
  • A. Rachel Taub
    Rachel Taub is a fictional character from the medical drama series "House," known as the wife of Dr. Chris Taub.
  • B. Rebecca Feldman
    Rebecca Feldman is a theater artist best known for creating the original improvisational concept that evolved into the Tony Award–winning musical "The 25th Annual Putnam County Spelling Bee."
  • C. Kate Schechter
    Kate Schechter is a central character in Douglas Adams's novel "The Long Dark Tea-Time of the Soul," an American living in London who becomes entangled in a bizarre mystery involving Norse gods and the holistic detective Dirk Gently.
  • D. Alina Margolis
    Alina Margolis was a Polish Jewish pediatrician, Holocaust survivor, and humanitarian activist known for her medical and social work, including with organizations aiding Jews during and after World War II.
  • E. Giselle Eisenberg
    Giselle Eisenberg is an American child actress best known for her comedic role as Sophia Hughes on the CBS sitcom "Life in Pieces."
  • 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: Chaya Kaufman
Triple: [Ariel Durant, birthName, Chaya Kaufman]
Generated description
Chaya Kaufman, better known as Ariel Durant, was a Pulitzer Prize–winning historian and co-author of "The Story of Civilization" alongside her husband Will Durant.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Chaya Kaufman
Target entity description: Chaya Kaufman, better known as Ariel Durant, was a Pulitzer Prize–winning historian and co-author of "The Story of Civilization" alongside her husband Will Durant.
  • A. Rachel Taub
    Rachel Taub is a fictional character from the medical drama series "House," known as the wife of Dr. Chris Taub.
  • B. Rebecca Feldman
    Rebecca Feldman is a theater artist best known for creating the original improvisational concept that evolved into the Tony Award–winning musical "The 25th Annual Putnam County Spelling Bee."
  • C. Kate Schechter
    Kate Schechter is a central character in Douglas Adams's novel "The Long Dark Tea-Time of the Soul," an American living in London who becomes entangled in a bizarre mystery involving Norse gods and the holistic detective Dirk Gently.
  • D. Alina Margolis
    Alina Margolis was a Polish Jewish pediatrician, Holocaust survivor, and humanitarian activist known for her medical and social work, including with organizations aiding Jews during and after World War II.
  • E. Giselle Eisenberg
    Giselle Eisenberg is an American child actress best known for her comedic role as Sophia Hughes on the CBS sitcom "Life in Pieces."
  • 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_69d381b22b8c8190aaed476be5f872a9 completed April 6, 2026, 9:49 a.m.
NER Named-entity recognition batch_69d4e949b8e88190ad933399323aed73 completed April 7, 2026, 11:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69d8dc10284c8190bcce0f058b88ef0e completed April 10, 2026, 11:16 a.m.
NEDg Description generation batch_69d8e50e618c8190a6b597fe511e05de completed April 10, 2026, 11:54 a.m.
NED2 Entity disambiguation (via description) batch_69d901c7684c8190837ed9ef0c2428af completed April 10, 2026, 1:57 p.m.
Created at: April 6, 2026, 11:57 a.m.