Triple

T22347297
Position Surface form Disambiguated ID Type / Status
Subject Charles-Louis Havas E552425 entity
Predicate spouse P13 FINISHED
Object Marie-Anne Havas
Marie-Anne Havas was the wife of Charles-Louis Havas, the French businessman and founder of the pioneering news agency that evolved into the modern Havas Group.
E1531003 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: Marie-Anne Havas | Statement: [Charles-Louis Havas, spouse, Marie-Anne Havas]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Marie-Anne Havas
Context triple: [Charles-Louis Havas, spouse, Marie-Anne Havas]
  • A. Marie-Anne Gérard
    Marie-Anne Gérard was an 18th-century French artist known for her work as a painter and miniaturist, and as the wife and collaborator of Rococo painter Jean-Honoré Fragonard.
  • B. Marie-Anne Pierrette Paulze
    Marie-Anne Pierrette Paulze was an 18th-century French chemist and illustrator who significantly contributed to her husband Antoine Lavoisier’s pioneering work in modern chemistry through translation, experimentation, and scientific drawings.
  • C. Marie-Anne Dandonneau du Sablé
    Marie-Anne Dandonneau du Sablé was a French-Canadian woman of the early 18th century best known as the wife of explorer Pierre Gaultier de Varennes, sieur de La Vérendrye, and matriarch of a prominent colonial family in New France.
  • D. Alexis Thérèse Petit
    Alexis Thérèse Petit was a French physicist best known for co-formulating the Dulong–Petit law relating the molar heat capacity of solids to their atomic weights.
  • E. Marie-Anne Carolus-Duran
    Marie-Anne Carolus-Duran was a French actress best known as the wife and frequent collaborator of playwright Georges Feydeau in the late 19th and early 20th centuries.
  • 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: Marie-Anne Havas
Triple: [Charles-Louis Havas, spouse, Marie-Anne Havas]
Generated description
Marie-Anne Havas was the wife of Charles-Louis Havas, the French businessman and founder of the pioneering news agency that evolved into the modern Havas Group.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Marie-Anne Havas
Target entity description: Marie-Anne Havas was the wife of Charles-Louis Havas, the French businessman and founder of the pioneering news agency that evolved into the modern Havas Group.
  • A. Marie-Anne Gérard
    Marie-Anne Gérard was an 18th-century French artist known for her work as a painter and miniaturist, and as the wife and collaborator of Rococo painter Jean-Honoré Fragonard.
  • B. Marie-Anne Pierrette Paulze
    Marie-Anne Pierrette Paulze was an 18th-century French chemist and illustrator who significantly contributed to her husband Antoine Lavoisier’s pioneering work in modern chemistry through translation, experimentation, and scientific drawings.
  • C. Marie-Anne Dandonneau du Sablé
    Marie-Anne Dandonneau du Sablé was a French-Canadian woman of the early 18th century best known as the wife of explorer Pierre Gaultier de Varennes, sieur de La Vérendrye, and matriarch of a prominent colonial family in New France.
  • D. Alexis Thérèse Petit
    Alexis Thérèse Petit was a French physicist best known for co-formulating the Dulong–Petit law relating the molar heat capacity of solids to their atomic weights.
  • E. Marie-Anne Carolus-Duran
    Marie-Anne Carolus-Duran was a French actress best known as the wife and frequent collaborator of playwright Georges Feydeau in the late 19th and early 20th centuries.
  • 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_69e11e4a0ad08190a385b4d343cf6524 completed April 16, 2026, 5:37 p.m.
NER Named-entity recognition batch_69f157995bec819080b8d05fa88704ed completed April 29, 2026, 12:58 a.m.
NED1 Entity disambiguation (via context triple) batch_6a0ad5337cb48190b717d997d367551a completed May 18, 2026, 9 a.m.
NEDg Description generation batch_6a0ad9947a8481909b36b72d15432d63 completed May 18, 2026, 9:19 a.m.
NED2 Entity disambiguation (via description) batch_6a0ada8fe7208190bc1143e328abc112 completed May 18, 2026, 9:23 a.m.
Created at: April 16, 2026, 8:43 p.m.