Triple

T5056917
Position Surface form Disambiguated ID Type / Status
Subject George S. Kaufman E113923 entity
Predicate spouse P13 FINISHED
Object Beatrice Kaufman
Beatrice Kaufman was an American writer, editor, and prominent New York literary hostess known for her sharp wit and influential salon, and as the wife of playwright George S. Kaufman.
 E490516 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: Beatrice Kaufman | Statement: [George S. Kaufman, spouse, Beatrice Kaufman]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Beatrice Kaufman
Context triple: [George S. Kaufman, spouse, Beatrice Kaufman]
  • A. Esther Hoffman
    Esther Hoffman is the ambitious and talented singer-songwriter portrayed by Barbra Streisand in the 1976 film "A Star Is Born," whose rise to fame intertwines with the tragic downfall of an aging rock star.
  • B. Margot Löwenthal
    Margot Löwenthal was the daughter of Elsa Löwenthal, who was Albert Einstein’s second wife and cousin.
  • C. Hanna Wolff
    Hanna Wolff was a German psychoanalyst and author known for her influential writings on depth psychology and the psychological interpretation of religious figures.
  • D. Leila Gerstein
    Leila Gerstein is an American television writer and producer best known for creating the comedy-drama series "Hart of Dixie."
  • E. Aviva Kempner
    Aviva Kempner is an American independent filmmaker and documentarian best known for her works exploring Jewish history, social justice, and overlooked cultural figures.
  • 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: Beatrice Kaufman
Triple: [George S. Kaufman, spouse, Beatrice Kaufman]
Generated description
Beatrice Kaufman was an American writer, editor, and prominent New York literary hostess known for her sharp wit and influential salon, and as the wife of playwright George S. Kaufman.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Beatrice Kaufman
Target entity description: Beatrice Kaufman was an American writer, editor, and prominent New York literary hostess known for her sharp wit and influential salon, and as the wife of playwright George S. Kaufman.
  • A. Esther Hoffman
    Esther Hoffman is the ambitious and talented singer-songwriter portrayed by Barbra Streisand in the 1976 film "A Star Is Born," whose rise to fame intertwines with the tragic downfall of an aging rock star.
  • B. Margot Löwenthal
    Margot Löwenthal was the daughter of Elsa Löwenthal, who was Albert Einstein’s second wife and cousin.
  • C. Hanna Wolff
    Hanna Wolff was a German psychoanalyst and author known for her influential writings on depth psychology and the psychological interpretation of religious figures.
  • D. Leila Gerstein
    Leila Gerstein is an American television writer and producer best known for creating the comedy-drama series "Hart of Dixie."
  • E. Aviva Kempner
    Aviva Kempner is an American independent filmmaker and documentarian best known for her works exploring Jewish history, social justice, and overlooked cultural figures.
  • 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_69bd443aa1f88190abb992d138f2cf42 completed March 20, 2026, 12:57 p.m.
NER Named-entity recognition batch_69bd7450312881908d4e3576ca65f7fb completed March 20, 2026, 4:22 p.m.
NED1 Entity disambiguation (via context triple) batch_69bea48cc7b88190a9ea43f79b0a0cf0 completed March 21, 2026, 2 p.m.
NEDg Description generation batch_69bea654fa8881908a50be410d4ea7d5 completed March 21, 2026, 2:08 p.m.
NED2 Entity disambiguation (via description) batch_69bea6ad303481909c41af9a4e002e0b completed March 21, 2026, 2:09 p.m.
Created at: March 20, 2026, 1:38 p.m.