Triple

T4375736
Position Surface form Disambiguated ID Type / Status
Subject Madame de Staël E99001 entity
Predicate birthName P65 FINISHED
Object Anne Louise Germaine Necker
Anne Louise Germaine Necker, better known as Madame de Staël, was a prominent French-Swiss intellectual, writer, and salonnière who significantly influenced European Romanticism and liberal political thought during the late 18th and early 19th centuries.
E436397 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: Anne Louise Germaine Necker | Statement: [Madame de Staël, birthName, Anne Louise Germaine Necker]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Anne Louise Germaine Necker
Context triple: [Madame de Staël, birthName, Anne Louise Germaine Necker]
  • A. Anne-Catherine de Ligniville
    Anne-Catherine de Ligniville, known as Madame Helvétius, was an influential 18th-century French salonnière whose renowned literary and philosophical salon in Auteuil attracted leading Enlightenment figures such as Diderot, d’Alembert, and Benjamin Franklin.
  • B. Louise Sébastienne Gély
    Louise Sébastienne Gély was the second wife of French revolutionary leader Georges Danton, known primarily for this association within the context of the French Revolution.
  • C. Adrienne de Noailles
    Adrienne de Noailles was a French aristocrat and political hostess from the influential Noailles family who played a significant supporting role in the life and career of the Marquis de Lafayette during the French Revolution.
  • D. Hortense Mancini
    Hortense Mancini was a 17th-century Italian-born noblewoman and famed beauty who became one of the most celebrated Mazarinettes at the French court and later a noted memoirist and salonnière in England.
  • E. Anne-Françoise Torras
    Anne-Françoise Torras was the wife of Swiss botanist Augustin Pyramus de Candolle, a prominent figure in early 19th-century botanical science.
  • 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: Anne Louise Germaine Necker
Triple: [Madame de Staël, birthName, Anne Louise Germaine Necker]
Generated description
Anne Louise Germaine Necker, better known as Madame de Staël, was a prominent French-Swiss intellectual, writer, and salonnière who significantly influenced European Romanticism and liberal political thought during the late 18th and early 19th centuries.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Anne Louise Germaine Necker
Target entity description: Anne Louise Germaine Necker, better known as Madame de Staël, was a prominent French-Swiss intellectual, writer, and salonnière who significantly influenced European Romanticism and liberal political thought during the late 18th and early 19th centuries.
  • A. Anne-Catherine de Ligniville
    Anne-Catherine de Ligniville, known as Madame Helvétius, was an influential 18th-century French salonnière whose renowned literary and philosophical salon in Auteuil attracted leading Enlightenment figures such as Diderot, d’Alembert, and Benjamin Franklin.
  • B. Louise Sébastienne Gély
    Louise Sébastienne Gély was the second wife of French revolutionary leader Georges Danton, known primarily for this association within the context of the French Revolution.
  • C. Adrienne de Noailles
    Adrienne de Noailles was a French aristocrat and political hostess from the influential Noailles family who played a significant supporting role in the life and career of the Marquis de Lafayette during the French Revolution.
  • D. Hortense Mancini
    Hortense Mancini was a 17th-century Italian-born noblewoman and famed beauty who became one of the most celebrated Mazarinettes at the French court and later a noted memoirist and salonnière in England.
  • E. Anne-Françoise Torras
    Anne-Françoise Torras was the wife of Swiss botanist Augustin Pyramus de Candolle, a prominent figure in early 19th-century botanical science.
  • 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_69b3454ea8f48190a49c2436624d6ef6 completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b3523d4e888190b4367ed6aa17d463 completed March 12, 2026, 11:54 p.m.
NED1 Entity disambiguation (via context triple) batch_69b5e5162d5081909e7d8813907e25a6 completed March 14, 2026, 10:45 p.m.
NEDg Description generation batch_69b5eeadd68881909820a75aaff9d8d5 completed March 14, 2026, 11:26 p.m.
NED2 Entity disambiguation (via description) batch_69b5ef36f2bc8190a21e0f2fadbdd697 completed March 14, 2026, 11:28 p.m.
Created at: March 12, 2026, 11:18 p.m.