Triple

T8409570
Position Surface form Disambiguated ID Type / Status
Subject Paul Barras E198586 entity
Predicate spouse P13 FINISHED
Object Françoise-Athénaïs de Choiseul-Stainville
Françoise-Athénaïs de Choiseul-Stainville was a French aristocrat of the late 18th century, best known for her marriage into the political circles surrounding the French Directory.
E763869 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: Françoise-Athénaïs de Choiseul-Stainville | Statement: [Paul Barras, spouse, Françoise-Athénaïs de Choiseul-Stainville]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Françoise-Athénaïs de Choiseul-Stainville
Context triple: [Paul Barras, spouse, Françoise-Athénaïs de Choiseul-Stainville]
  • A. Marie-Françoise de Cossé-Brissac
    Marie-Françoise de Cossé-Brissac was an 18th-century French noblewoman from the prestigious Cossé-Brissac family, connected to high-ranking military and aristocratic circles.
  • B. Marie-Eléonore de Maillé de Carman
    Marie-Eléonore de Maillé de Carman was a French noblewoman best known as the mother of the infamous writer and libertine the Marquis de Sade.
  • C. Françoise Louise de La Baume Le Blanc
    Françoise Louise de La Baume Le Blanc, better known as Sister Louise of Mercy, was a 17th-century French noblewoman who became a prominent mistress of King Louis XIV before renouncing court life to enter a Carmelite convent.
  • D. Françoise Athénaïs de Rochechouart de Mortemart
    Françoise Athénaïs de Rochechouart de Mortemart, better known as Madame de Montespan, was a powerful and influential mistress of King Louis XIV of France and a central figure at the 17th-century French court.
  • E. 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.
  • 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: Françoise-Athénaïs de Choiseul-Stainville
Triple: [Paul Barras, spouse, Françoise-Athénaïs de Choiseul-Stainville]
Generated description
Françoise-Athénaïs de Choiseul-Stainville was a French aristocrat of the late 18th century, best known for her marriage into the political circles surrounding the French Directory.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Françoise-Athénaïs de Choiseul-Stainville
Target entity description: Françoise-Athénaïs de Choiseul-Stainville was a French aristocrat of the late 18th century, best known for her marriage into the political circles surrounding the French Directory.
  • A. Marie-Françoise de Cossé-Brissac
    Marie-Françoise de Cossé-Brissac was an 18th-century French noblewoman from the prestigious Cossé-Brissac family, connected to high-ranking military and aristocratic circles.
  • B. Marie-Eléonore de Maillé de Carman
    Marie-Eléonore de Maillé de Carman was a French noblewoman best known as the mother of the infamous writer and libertine the Marquis de Sade.
  • C. Françoise Louise de La Baume Le Blanc
    Françoise Louise de La Baume Le Blanc, better known as Sister Louise of Mercy, was a 17th-century French noblewoman who became a prominent mistress of King Louis XIV before renouncing court life to enter a Carmelite convent.
  • D. Françoise Athénaïs de Rochechouart de Mortemart
    Françoise Athénaïs de Rochechouart de Mortemart, better known as Madame de Montespan, was a powerful and influential mistress of King Louis XIV of France and a central figure at the 17th-century French court.
  • E. 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.
  • 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_69ca831201b481909e137936ef99ff11 completed March 30, 2026, 2:05 p.m.
NER Named-entity recognition batch_69cb8317045c8190b69cc99854b633be completed March 31, 2026, 8:17 a.m.
NED1 Entity disambiguation (via context triple) batch_69cfab16ebd08190a4851e70a41e9908 completed April 3, 2026, 11:57 a.m.
NEDg Description generation batch_69cfac76d0f8819090c2bff520db52f4 completed April 3, 2026, 12:03 p.m.
NED2 Entity disambiguation (via description) batch_69cfad04e514819084bf30b8f026c031 completed April 3, 2026, 12:05 p.m.
Created at: March 30, 2026, 6:05 p.m.