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.