Triple

T13991141
Position Surface form Disambiguated ID Type / Status
Subject Enlightenment salons E336575 entity
Predicate notableHost P5272 FINISHED
Object Madame de Lambert
Madame de Lambert was an influential French aristocrat and writer who hosted one of the most important literary and philosophical salons of the early Enlightenment in Paris.
E1079095 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: Madame de Lambert | Statement: [Enlightenment salons, notableHost, Madame de Lambert]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madame de Lambert
Context triple: [Enlightenment salons, notableHost, Madame de Lambert]
  • A. Madame de Merret
    Madame de Merret is a central figure in Honoré de Balzac’s story “La Grande Bretèche,” known as a tragic, secretive noblewoman whose hidden love affair leads to a horrifying act of vengeance and lifelong remorse.
  • B. Madame de Menon
    Madame de Menon is a virtuous and protective governess figure in Ann Radcliffe’s Gothic novel "A Sicilian Romance," serving as a moral guide and guardian to the young heroines.
  • C. Madame de Thellusson
    Madame de Thellusson was an 18th-century French aristocratic patron known for commissioning the lavish Hôtel de Thellusson in Paris.
  • D. Madame Camusot de Marville
    Madame Camusot de Marville is a socially ambitious magistrate’s wife in Honoré de Balzac’s La Comédie humaine, notably appearing in the novel "Le Cousin Pons" as a calculating figure within Parisian bourgeois society.
  • E. Madame de Bargeton
    Madame de Bargeton is a prominent aristocratic patroness in Honoré de Balzac’s novel "Lost Illusions," known for her influential role in provincial society and her complex relationship with the young poet Lucien de Rubempré.
  • 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: Madame de Lambert
Triple: [Enlightenment salons, notableHost, Madame de Lambert]
Generated description
Madame de Lambert was an influential French aristocrat and writer who hosted one of the most important literary and philosophical salons of the early Enlightenment in Paris.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madame de Lambert
Target entity description: Madame de Lambert was an influential French aristocrat and writer who hosted one of the most important literary and philosophical salons of the early Enlightenment in Paris.
  • A. Madame de Merret
    Madame de Merret is a central figure in Honoré de Balzac’s story “La Grande Bretèche,” known as a tragic, secretive noblewoman whose hidden love affair leads to a horrifying act of vengeance and lifelong remorse.
  • B. Madame de Menon
    Madame de Menon is a virtuous and protective governess figure in Ann Radcliffe’s Gothic novel "A Sicilian Romance," serving as a moral guide and guardian to the young heroines.
  • C. Madame de Thellusson
    Madame de Thellusson was an 18th-century French aristocratic patron known for commissioning the lavish Hôtel de Thellusson in Paris.
  • D. Madame Camusot de Marville
    Madame Camusot de Marville is a socially ambitious magistrate’s wife in Honoré de Balzac’s La Comédie humaine, notably appearing in the novel "Le Cousin Pons" as a calculating figure within Parisian bourgeois society.
  • E. Madame de Bargeton
    Madame de Bargeton is a prominent aristocratic patroness in Honoré de Balzac’s novel "Lost Illusions," known for her influential role in provincial society and her complex relationship with the young poet Lucien de Rubempré.
  • 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_69d81c639e808190a0e4b4f3d31c6a59 completed April 9, 2026, 9:38 p.m.
NER Named-entity recognition batch_69de2eb22e388190904fc87765176c91 completed April 14, 2026, 12:10 p.m.
NED1 Entity disambiguation (via context triple) batch_69fcd0934b74819094ec7309c23a3e2a completed May 7, 2026, 5:49 p.m.
NEDg Description generation batch_69fcd176632c8190aa7dee337688b043 completed May 7, 2026, 5:52 p.m.
NED2 Entity disambiguation (via description) batch_69fcd28c1f0c819083b934a6afd656bf completed May 7, 2026, 5:57 p.m.
Created at: April 9, 2026, 10:19 p.m.