Triple

T280804
Position Surface form Disambiguated ID Type / Status
Subject Voltaire E5348 entity
Predicate associatedWith P37 FINISHED
Object Marquise du Châtelet
The Marquise du Châtelet (Émilie du Châtelet) was an 18th-century French mathematician, physicist, and philosopher best known for her influential translation and commentary on Newton’s Principia and her intellectual partnership with Voltaire.
E36410 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: Marquise du Châtelet | Statement: [Voltaire, associatedWith, Marquise du Châtelet]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marquise du Châtelet
Context triple: [Voltaire, associatedWith, Marquise du Châtelet]
  • A. Françoise d’Aubigné, Marquise de Maintenon
    Françoise d’Aubigné, Marquise de Maintenon was a French noblewoman and influential confidante who became the morganatic second wife of King Louis XIV and a powerful figure at his court.
  • B. Madame de Pompadour
    Madame de Pompadour was the influential chief mistress and close political adviser to King Louis XV of France, renowned as a major patron of the arts and a key figure in shaping French culture and court life in the 18th century.
  • C. Louise de La Vallière
    Louise de La Vallière was a 17th-century French noblewoman best known as one of King Louis XIV’s early and most devoted mistresses, with whom she had several children before retiring to a convent.
  • D. Pierre-Louis Moreau de Maupertuis
    Pierre-Louis Moreau de Maupertuis was an 18th-century French mathematician, philosopher, and astronomer best known for formulating the principle of least action and helping introduce Newtonian physics to continental Europe.
  • E. Minna Gauss
    Minna Gauss was a daughter of the renowned German mathematician and scientist Carl Friedrich Gauss.
  • 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: Marquise du Châtelet
Triple: [Voltaire, associatedWith, Marquise du Châtelet]
Generated description
The Marquise du Châtelet (Émilie du Châtelet) was an 18th-century French mathematician, physicist, and philosopher best known for her influential translation and commentary on Newton’s Principia and her intellectual partnership with Voltaire.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marquise du Châtelet
Target entity description: The Marquise du Châtelet (Émilie du Châtelet) was an 18th-century French mathematician, physicist, and philosopher best known for her influential translation and commentary on Newton’s Principia and her intellectual partnership with Voltaire.
  • A. Françoise d’Aubigné, Marquise de Maintenon
    Françoise d’Aubigné, Marquise de Maintenon was a French noblewoman and influential confidante who became the morganatic second wife of King Louis XIV and a powerful figure at his court.
  • B. Madame de Pompadour
    Madame de Pompadour was the influential chief mistress and close political adviser to King Louis XV of France, renowned as a major patron of the arts and a key figure in shaping French culture and court life in the 18th century.
  • C. Louise de La Vallière
    Louise de La Vallière was a 17th-century French noblewoman best known as one of King Louis XIV’s early and most devoted mistresses, with whom she had several children before retiring to a convent.
  • D. Pierre-Louis Moreau de Maupertuis
    Pierre-Louis Moreau de Maupertuis was an 18th-century French mathematician, philosopher, and astronomer best known for formulating the principle of least action and helping introduce Newtonian physics to continental Europe.
  • E. Minna Gauss
    Minna Gauss was a daughter of the renowned German mathematician and scientist Carl Friedrich Gauss.
  • 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_69a257e6c8788190987dfe705ca2912a completed Feb. 28, 2026, 2:50 a.m.
NER Named-entity recognition batch_69a25e0868708190ad551ca06cc57f4a completed Feb. 28, 2026, 3:16 a.m.
NED1 Entity disambiguation (via context triple) batch_69a394a407588190a1f52821fe3b5fc7 completed March 1, 2026, 1:21 a.m.
NEDg Description generation batch_69a395524c248190ba42ae1de870a598 completed March 1, 2026, 1:24 a.m.
NED2 Entity disambiguation (via description) batch_69a395d7fc408190a1eb0fea0d0b2838 completed March 1, 2026, 1:26 a.m.
Created at: Feb. 28, 2026, 2:59 a.m.