Triple
T3137800
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Laurent Schwartz |
E65574
|
entity |
| Predicate | doctoralStudent |
P167
|
FINISHED |
| Object |
François Bruhat
François Bruhat was a French mathematician known for his work in harmonic analysis and representation theory, particularly on p-adic groups.
|
E348956
|
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: François Bruhat | Statement: [Laurent Schwartz, doctoralStudent, François Bruhat]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: François Bruhat Context triple: [Laurent Schwartz, doctoralStudent, François Bruhat]
-
A.
André Marty
André Marty was a French communist politician and militant who became infamous for his leadership role and harsh disciplinary actions within the International Brigades during the Spanish Civil War.
-
B.
Frédéric Borel
Frédéric Borel is a prominent French architect known for his expressive, deconstructivist-inspired buildings and influential contributions to contemporary urban architecture.
-
C.
Maurice Bailloud
Maurice Bailloud was a French sports official best known for delivering the judges' oath at the 1960 Summer Olympics in Rome.
-
D.
Léon Azéma
Léon Azéma was a 20th-century French architect known for major public works in Paris, including co-designing the Palais de Chaillot for the 1937 Exposition.
-
E.
Louis Boisot
Louis Boisot was a Dutch nobleman and admiral of the Sea Beggars who played a key role in the Dutch Revolt by helping to relieve the besieged city of Leiden in 1574.
- 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: François Bruhat Triple: [Laurent Schwartz, doctoralStudent, François Bruhat]
Generated description
François Bruhat was a French mathematician known for his work in harmonic analysis and representation theory, particularly on p-adic groups.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: François Bruhat Target entity description: François Bruhat was a French mathematician known for his work in harmonic analysis and representation theory, particularly on p-adic groups.
-
A.
André Marty
André Marty was a French communist politician and militant who became infamous for his leadership role and harsh disciplinary actions within the International Brigades during the Spanish Civil War.
-
B.
Frédéric Borel
Frédéric Borel is a prominent French architect known for his expressive, deconstructivist-inspired buildings and influential contributions to contemporary urban architecture.
-
C.
Maurice Bailloud
Maurice Bailloud was a French sports official best known for delivering the judges' oath at the 1960 Summer Olympics in Rome.
-
D.
Léon Azéma
Léon Azéma was a 20th-century French architect known for major public works in Paris, including co-designing the Palais de Chaillot for the 1937 Exposition.
-
E.
Louis Boisot
Louis Boisot was a Dutch nobleman and admiral of the Sea Beggars who played a key role in the Dutch Revolt by helping to relieve the besieged city of Leiden in 1574.
- 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_69b31a6206988190a6aaecbfe8ccf0bf |
completed | March 12, 2026, 7:56 p.m. |
| NEDg | Description generation | batch_69b31aded5808190afbe4ae3ddb70428 |
completed | March 12, 2026, 7:58 p.m. |
| NED2 | Entity disambiguation (via description) | batch_69b31c4665c081908d96878fc257fb76 |
completed | March 12, 2026, 8:04 p.m. |
Created at: March 8, 2026, 3:05 p.m.