Triple

T12960569
Position Surface form Disambiguated ID Type / Status
Subject Comtesse Ferraud E310131 entity
Predicate alsoKnownAs P39 FINISHED
Object Madame Ferraud
Madame Ferraud is a French noblewoman character, known as Comtesse Ferraud, from Honoré de Balzac’s La Comédie humaine.
E1017058 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 Ferraud | Statement: [Comtesse Ferraud, alsoKnownAs, Madame Ferraud]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Madame Ferraud
Context triple: [Comtesse Ferraud, alsoKnownAs, Madame Ferraud]
  • A. Madame Hedouin
    Madame Hédouin is a business-savvy, independent shop owner in Émile Zola’s novel "Pot-Bouille," representing the emerging class of self-reliant bourgeois women in 19th-century Paris.
  • B. Madame Campardon
    Madame Campardon is a bourgeois Parisian woman in Émile Zola’s novel "Pot-Bouille," emblematic of the era’s domestic hypocrisies and social pretenses.
  • C. Madame Vabre
    Madame Vabre is a fictional bourgeois woman in Émile Zola’s novel "Pot-Bouille," representing the hypocrisies and moral decay of Parisian middle-class society in the 19th century.
  • D. Madame Josserand
    Madame Josserand is a domineering, socially ambitious bourgeois matron in Émile Zola’s novel "Pot-Bouille," obsessed with arranging advantageous marriages for her daughters.
  • E. Mlle Deloche
    Mlle Deloche was the wife of French classical liberal economist and political theorist Jean-Baptiste Say.
  • 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 Ferraud
Triple: [Comtesse Ferraud, alsoKnownAs, Madame Ferraud]
Generated description
Madame Ferraud is a French noblewoman character, known as Comtesse Ferraud, from Honoré de Balzac’s La Comédie humaine.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Madame Ferraud
Target entity description: Madame Ferraud is a French noblewoman character, known as Comtesse Ferraud, from Honoré de Balzac’s La Comédie humaine.
  • A. Madame Hedouin
    Madame Hédouin is a business-savvy, independent shop owner in Émile Zola’s novel "Pot-Bouille," representing the emerging class of self-reliant bourgeois women in 19th-century Paris.
  • B. Madame Campardon
    Madame Campardon is a bourgeois Parisian woman in Émile Zola’s novel "Pot-Bouille," emblematic of the era’s domestic hypocrisies and social pretenses.
  • C. Madame Vabre
    Madame Vabre is a fictional bourgeois woman in Émile Zola’s novel "Pot-Bouille," representing the hypocrisies and moral decay of Parisian middle-class society in the 19th century.
  • D. Madame Josserand
    Madame Josserand is a domineering, socially ambitious bourgeois matron in Émile Zola’s novel "Pot-Bouille," obsessed with arranging advantageous marriages for her daughters.
  • E. Mlle Deloche
    Mlle Deloche was the wife of French classical liberal economist and political theorist Jean-Baptiste Say.
  • 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_69d7bdfb57a88190836b743e2825feca completed April 9, 2026, 2:55 p.m.
NER Named-entity recognition batch_69d97e2e44908190bb8b43fc5c3b8a8a completed April 10, 2026, 10:48 p.m.
NED1 Entity disambiguation (via context triple) batch_69f6cbc0b8188190a6a40bb4edf53e25 completed May 3, 2026, 4:14 a.m.
NEDg Description generation batch_69f6cd0d21e08190855dcbee000fc25d completed May 3, 2026, 4:20 a.m.
NED2 Entity disambiguation (via description) batch_69f6ce6b220c8190b1f49a9b2bfce692 completed May 3, 2026, 4:26 a.m.
Created at: April 9, 2026, 5:44 p.m.