Triple

T12105097
Position Surface form Disambiguated ID Type / Status
Subject Schwartz E288281 entity
Predicate hasNotableBearer P458 FINISHED
Object Laurence Schwartz
Laurence Schwartz was a French mathematician renowned for developing the theory of distributions, a fundamental tool in modern analysis and partial differential equations.
E965388 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: Laurence Schwartz | Statement: [Schwartz, hasNotableBearer, Laurence Schwartz]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Laurence Schwartz
Context triple: [Schwartz, hasNotableBearer, Laurence Schwartz]
  • A. Hans Lewy
    Hans Lewy was a German-American mathematician known for his influential work in partial differential equations and numerical analysis, including co-formulating the Courant–Friedrichs–Lewy (CFL) condition.
  • B. Claude Wolff
    Claude Wolff is a French music executive and manager best known as the longtime husband and professional collaborator of singer Petula Clark.
  • C. Bernard Schwartz
    Bernard Schwartz, better known by his stage name Tony Curtis, was a popular American film actor famed for his roles in classics like "Some Like It Hot" and "Spartacus."
  • D. Bernard Schwartz
    Bernard Schwartz was a film producer best known for his work on acclaimed movies such as "Coal Miner’s Daughter."
  • E. Maurice Schwartz
    Maurice Schwartz was a prominent Yiddish stage and film actor, director, and founder of New York’s Yiddish Art Theatre, renowned for his influential contributions to Jewish cultural life in the early 20th century.
  • 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: Laurence Schwartz
Triple: [Schwartz, hasNotableBearer, Laurence Schwartz]
Generated description
Laurence Schwartz was a French mathematician renowned for developing the theory of distributions, a fundamental tool in modern analysis and partial differential equations.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Laurence Schwartz
Target entity description: Laurence Schwartz was a French mathematician renowned for developing the theory of distributions, a fundamental tool in modern analysis and partial differential equations.
  • A. Hans Lewy
    Hans Lewy was a German-American mathematician known for his influential work in partial differential equations and numerical analysis, including co-formulating the Courant–Friedrichs–Lewy (CFL) condition.
  • B. Claude Wolff
    Claude Wolff is a French music executive and manager best known as the longtime husband and professional collaborator of singer Petula Clark.
  • C. Bernard Schwartz
    Bernard Schwartz, better known by his stage name Tony Curtis, was a popular American film actor famed for his roles in classics like "Some Like It Hot" and "Spartacus."
  • D. Bernard Schwartz
    Bernard Schwartz was a film producer best known for his work on acclaimed movies such as "Coal Miner’s Daughter."
  • E. Maurice Schwartz
    Maurice Schwartz was a prominent Yiddish stage and film actor, director, and founder of New York’s Yiddish Art Theatre, renowned for his influential contributions to Jewish cultural life in the early 20th century.
  • 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_69d6ab4a5c448190a110d1273314b21a completed April 8, 2026, 7:23 p.m.
NER Named-entity recognition batch_69d91561eaec819096ba00682d81f41a completed April 10, 2026, 3:21 p.m.
NED1 Entity disambiguation (via context triple) batch_69f5f677039481908f14fa12b9b86910 completed May 2, 2026, 1:04 p.m.
NEDg Description generation batch_69f600b6769481909d0308c8f77b2ef3 completed May 2, 2026, 1:48 p.m.
NED2 Entity disambiguation (via description) batch_69f601ebaa448190ba59485d9d7d68d1 completed May 2, 2026, 1:53 p.m.
Created at: April 8, 2026, 9:48 p.m.