Triple

T3004944
Position Surface form Disambiguated ID Type / Status
Subject Sholem Asch E81877 entity
Predicate spouse P13 FINISHED
Object Matilda Shapiro
Matilda Shapiro was the wife of Polish-Jewish novelist and playwright Sholem Asch, a prominent figure in Yiddish literature.
E318533 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: Matilda Shapiro | Statement: [Sholem Asch, spouse, Matilda Shapiro]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Matilda Shapiro
Context triple: [Sholem Asch, spouse, Matilda Shapiro]
  • A. Mildred Spiewak
    Mildred Spiewak was the birth name of Mildred Dresselhaus, a pioneering American physicist renowned for her groundbreaking work in carbon science and nanotechnology.
  • B. Hedwig Pinkus
    Hedwig Pinkus was the wife of pioneering German physician and Nobel laureate Paul Ehrlich, known primarily through her association with his life and work.
  • C. Beatrice Silverman
    Beatrice Silverman was the first wife of American novelist and journalist Norman Mailer, whom he married while a student at Harvard.
  • D. Vivian Shapiro
    Vivian Shapiro is an American psychologist and academic known for her work in developmental and clinical psychology, and as the wife of former Princeton University president Harold T. Shapiro.
  • E. Eloise Mumford
    Eloise Mumford is an American actress known for her supporting role as Kate Kavanagh in the Fifty Shades film series and for her work in both television and independent films.
  • 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: Matilda Shapiro
Triple: [Sholem Asch, spouse, Matilda Shapiro]
Generated description
Matilda Shapiro was the wife of Polish-Jewish novelist and playwright Sholem Asch, a prominent figure in Yiddish literature.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Matilda Shapiro
Target entity description: Matilda Shapiro was the wife of Polish-Jewish novelist and playwright Sholem Asch, a prominent figure in Yiddish literature.
  • A. Mildred Spiewak
    Mildred Spiewak was the birth name of Mildred Dresselhaus, a pioneering American physicist renowned for her groundbreaking work in carbon science and nanotechnology.
  • B. Hedwig Pinkus
    Hedwig Pinkus was the wife of pioneering German physician and Nobel laureate Paul Ehrlich, known primarily through her association with his life and work.
  • C. Beatrice Silverman
    Beatrice Silverman was the first wife of American novelist and journalist Norman Mailer, whom he married while a student at Harvard.
  • D. Vivian Shapiro
    Vivian Shapiro is an American psychologist and academic known for her work in developmental and clinical psychology, and as the wife of former Princeton University president Harold T. Shapiro.
  • E. Eloise Mumford
    Eloise Mumford is an American actress known for her supporting role as Kate Kavanagh in the Fifty Shades film series and for her work in both television and independent films.
  • 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_69ad8b1c4de88190a83b7cefaa1f2842 completed March 8, 2026, 2:43 p.m.
NER Named-entity recognition batch_69ad9a15ad9c81908255003bdb38d603 completed March 8, 2026, 3:47 p.m.
NED1 Entity disambiguation (via context triple) batch_69b12e56bbd881909680248acca30557 completed March 11, 2026, 8:56 a.m.
NEDg Description generation batch_69b12f07ec088190a63e30f8a1f7937a completed March 11, 2026, 8:59 a.m.
NED2 Entity disambiguation (via description) batch_69b1cb6571388190970bae846bfc57a2 completed March 11, 2026, 8:07 p.m.
Created at: March 8, 2026, 2:59 p.m.