Triple

T2467357
Position Surface form Disambiguated ID Type / Status
Subject Johann Bernoulli E55281 entity
Predicate student P7251 FINISHED
Object Guillaume de l’Hôpital
Guillaume de l’Hôpital was a French mathematician best known for L’Hôpital’s rule, a fundamental method for evaluating indeterminate limits in calculus.
 E272092 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: Guillaume de l’Hôpital | Statement: [Johann Bernoulli, student, Guillaume de l’Hôpital]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Guillaume de l’Hôpital
Context triple: [Johann Bernoulli, student, Guillaume de l’Hôpital]
  • A. François Jouffroy
    François Jouffroy was a 19th-century French sculptor known for his neoclassical style and contributions to major Parisian monuments.
  • B. Jean-Baptiste Huet
    Jean-Baptiste Huet was an 18th-century French painter and engraver best known for his pastoral scenes and designs for toile de Jouy textiles.
  • C. Pierre de Carcavi
    Pierre de Carcavi was a 17th-century French mathematician and royal librarian known for his correspondence with leading scientists of his time, including Fermat, Descartes, and Galileo.
  • D. Jean-Rodolphe Perronet
    Jean-Rodolphe Perronet was an 18th-century French engineer renowned as a pioneer of modern bridge construction and the founding director of the École des Ponts et Chaussées.
  • E. Salomon de Brosse
    Salomon de Brosse was a prominent early 17th-century French architect known for helping shape the transition from French Renaissance to classical Baroque architecture.
  • 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: Guillaume de l’Hôpital
Triple: [Johann Bernoulli, student, Guillaume de l’Hôpital]
Generated description
Guillaume de l’Hôpital was a French mathematician best known for L’Hôpital’s rule, a fundamental method for evaluating indeterminate limits in calculus.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Guillaume de l’Hôpital
Target entity description: Guillaume de l’Hôpital was a French mathematician best known for L’Hôpital’s rule, a fundamental method for evaluating indeterminate limits in calculus.
  • A. François Jouffroy
    François Jouffroy was a 19th-century French sculptor known for his neoclassical style and contributions to major Parisian monuments.
  • B. Jean-Baptiste Huet
    Jean-Baptiste Huet was an 18th-century French painter and engraver best known for his pastoral scenes and designs for toile de Jouy textiles.
  • C. Pierre de Carcavi
    Pierre de Carcavi was a 17th-century French mathematician and royal librarian known for his correspondence with leading scientists of his time, including Fermat, Descartes, and Galileo.
  • D. Jean-Rodolphe Perronet
    Jean-Rodolphe Perronet was an 18th-century French engineer renowned as a pioneer of modern bridge construction and the founding director of the École des Ponts et Chaussées.
  • E. Salomon de Brosse
    Salomon de Brosse was a prominent early 17th-century French architect known for helping shape the transition from French Renaissance to classical Baroque architecture.
  • 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_69ab49e3622c8190ad22afa2c4fbb807 completed March 6, 2026, 9:40 p.m.
NER Named-entity recognition batch_69abd13310a8819095fd70672f933aa3 completed March 7, 2026, 7:18 a.m.
NED1 Entity disambiguation (via context triple) batch_69af1f86a1bc8190af02a1109ccf0773 completed March 9, 2026, 7:29 p.m.
NEDg Description generation batch_69af2031a64c819080b1c4a3b941d84c completed March 9, 2026, 7:32 p.m.
NED2 Entity disambiguation (via description) batch_69af20bf8e488190ac79327042d47853 completed March 9, 2026, 7:34 p.m.
Created at: March 6, 2026, 9:44 p.m.