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.