Triple

T11121018
Position Surface form Disambiguated ID Type / Status
Subject Marcelin Berthelot E263013 entity
Predicate spouse P13 FINISHED
Object Sophie Berthelot
Sophie Berthelot was a 19th-century French woman best known for being interred in the Panthéon alongside her husband, the chemist and statesman Marcelin Berthelot, in recognition of their inseparable union.
 E924021 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: Sophie Berthelot | Statement: [Marcelin Berthelot, spouse, Sophie Berthelot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Sophie Berthelot
Context triple: [Marcelin Berthelot, spouse, Sophie Berthelot]
  • A. Sophie Vavasseur
    Sophie Vavasseur is an Irish actress best known for her role in the film "Evelyn" and appearances in various horror and drama productions.
  • B. Anne Louvet
    Anne Louvet is the young, emotionally scarred waitress whose love affair with a married man drives the tragic romantic and political drama of Sebastian Faulks’s novel "The Girl at the Lion d'Or."
  • C. Heloise Plisson
    Heloise Plisson is a fictional character in Patricia Highsmith’s Ripley novels, known as the cultured French wife of con artist Tom Ripley.
  • D. Aline Charigot
    Aline Charigot was the wife and frequent model of French Impressionist painter Pierre-Auguste Renoir, appearing in several of his notable works.
  • E. Nathalie Soulié
    Nathalie Soulié is a French woman best known as the former spouse of politician and ex–Prime Minister of France Manuel Valls.
  • 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: Sophie Berthelot
Triple: [Marcelin Berthelot, spouse, Sophie Berthelot]
Generated description
Sophie Berthelot was a 19th-century French woman best known for being interred in the Panthéon alongside her husband, the chemist and statesman Marcelin Berthelot, in recognition of their inseparable union.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Sophie Berthelot
Target entity description: Sophie Berthelot was a 19th-century French woman best known for being interred in the Panthéon alongside her husband, the chemist and statesman Marcelin Berthelot, in recognition of their inseparable union.
  • A. Sophie Vavasseur
    Sophie Vavasseur is an Irish actress best known for her role in the film "Evelyn" and appearances in various horror and drama productions.
  • B. Anne Louvet
    Anne Louvet is the young, emotionally scarred waitress whose love affair with a married man drives the tragic romantic and political drama of Sebastian Faulks’s novel "The Girl at the Lion d'Or."
  • C. Heloise Plisson
    Heloise Plisson is a fictional character in Patricia Highsmith’s Ripley novels, known as the cultured French wife of con artist Tom Ripley.
  • D. Aline Charigot
    Aline Charigot was the wife and frequent model of French Impressionist painter Pierre-Auguste Renoir, appearing in several of his notable works.
  • E. Nathalie Soulié
    Nathalie Soulié is a French woman best known as the former spouse of politician and ex–Prime Minister of France Manuel Valls.
  • 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_69d6aa9b46cc8190b19f9f0cc45bf322 completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d79af911b881908168f23a4918231c completed April 9, 2026, 12:26 p.m.
NED1 Entity disambiguation (via context triple) batch_69e5b795f7948190a0dd53e8e034fe58 completed April 20, 2026, 5:20 a.m.
NEDg Description generation batch_69e5bb5d6e0c8190933cd3d6e83c24a2 completed April 20, 2026, 5:36 a.m.
NED2 Entity disambiguation (via description) batch_69e5c29d7b608190ae79bb8318211547 completed April 20, 2026, 6:07 a.m.
Created at: April 8, 2026, 9:28 p.m.