Triple
T3137799
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laurent Schwartz |
E65574
|
entity |
| Predicate | doctoralStudent |
P167
|
FINISHED |
| Object |
Bernard Malgrange
Bernard Malgrange is a French mathematician known for his influential work in differential equations and singularity theory.
|
E329452
|
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: Bernard Malgrange | Statement: [Laurent Schwartz, doctoralStudent, Bernard Malgrange]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bernard Malgrange Context triple: [Laurent Schwartz, doctoralStudent, Bernard Malgrange]
-
A.
André Massoulle
André Massoulle was a French sculptor known for contributing decorative statuary to major Parisian monuments in the late 19th and early 20th centuries.
-
B.
Bernard Perrin
Bernard Perrin is a French former professional footballer who played as a midfielder, notably for clubs such as Olympique Lyonnais in the 1970s.
-
C.
Serge Losique
Serge Losique is a Canadian film festival founder and cultural figure best known for creating and long directing the Montreal World Film Festival.
-
D.
Maurice Bailloud
Maurice Bailloud was a French sports official best known for delivering the judges' oath at the 1960 Summer Olympics in Rome.
-
E.
Michel Andrault
Michel Andrault was a prominent French architect known for his influential large-scale housing and urban development projects in the late 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: Bernard Malgrange Triple: [Laurent Schwartz, doctoralStudent, Bernard Malgrange]
Generated description
Bernard Malgrange is a French mathematician known for his influential work in differential equations and singularity theory.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Bernard Malgrange Target entity description: Bernard Malgrange is a French mathematician known for his influential work in differential equations and singularity theory.
-
A.
André Massoulle
André Massoulle was a French sculptor known for contributing decorative statuary to major Parisian monuments in the late 19th and early 20th centuries.
-
B.
Bernard Perrin
Bernard Perrin is a French former professional footballer who played as a midfielder, notably for clubs such as Olympique Lyonnais in the 1970s.
-
C.
Serge Losique
Serge Losique is a Canadian film festival founder and cultural figure best known for creating and long directing the Montreal World Film Festival.
-
D.
Maurice Bailloud
Maurice Bailloud was a French sports official best known for delivering the judges' oath at the 1960 Summer Olympics in Rome.
-
E.
Michel Andrault
Michel Andrault was a prominent French architect known for his influential large-scale housing and urban development projects in the late 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_69ad8581c25c8190b0d85ba9b9baa531 |
completed | March 8, 2026, 2:19 p.m. |
| NER | Named-entity recognition | batch_69ada574509c81908a88bb10ea35516d |
completed | March 8, 2026, 4:36 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69b20f8a1a2081909081c36075d4ddbe |
completed | March 12, 2026, 12:57 a.m. |
| NEDg | Description generation | batch_69b2137b30508190a5a9a439d77ae3bb |
completed | March 12, 2026, 1:14 a.m. |
| NED2 | Entity disambiguation (via description) | batch_69b21413338c8190997d0f2f11f41008 |
completed | March 12, 2026, 1:17 a.m. |
Created at: March 8, 2026, 3:05 p.m.