Triple

T9722915
Position Surface form Disambiguated ID Type / Status
Subject François Joseph Lefebvre E235522 entity
Predicate spouse P13 FINISHED
Object Catherine Hübscher
Catherine Hübscher, later Duchess of Dantzig, was a French woman of humble origins who became notable in Napoleonic-era society as the witty and influential wife of Marshal François Joseph Lefebvre.
 E830825 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: Catherine Hübscher | Statement: [François Joseph Lefebvre, spouse, Catherine Hübscher]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Catherine Hübscher
Context triple: [François Joseph Lefebvre, spouse, Catherine Hübscher]
  • A. Karin Huber
    Karin Huber is a person notable enough to be recognized as a significant bearer of the surname Huber.
  • B. Sabine Hoffman
    Sabine Hoffman is a film editor known for her work on independent and art-house films, including the acclaimed drama "Personal Velocity."
  • C. Corinna Schumacher
    Corinna Schumacher is a German animal rights advocate and accomplished equestrian, best known as the wife of seven-time Formula One World Champion Michael Schumacher.
  • D. Beverley Schäfer
    Beverley Schäfer is a South African politician who serves as the Deputy Speaker of the Western Cape Provincial Parliament.
  • E. Anne Juergens
    Anne Juergens is a central character on the teen drama series "The Secret Life of the American Teenager," portrayed as the conflicted but caring mother navigating family upheaval and personal growth.
  • 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: Catherine Hübscher
Triple: [François Joseph Lefebvre, spouse, Catherine Hübscher]
Generated description
Catherine Hübscher, later Duchess of Dantzig, was a French woman of humble origins who became notable in Napoleonic-era society as the witty and influential wife of Marshal François Joseph Lefebvre.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Catherine Hübscher
Target entity description: Catherine Hübscher, later Duchess of Dantzig, was a French woman of humble origins who became notable in Napoleonic-era society as the witty and influential wife of Marshal François Joseph Lefebvre.
  • A. Karin Huber
    Karin Huber is a person notable enough to be recognized as a significant bearer of the surname Huber.
  • B. Sabine Hoffman
    Sabine Hoffman is a film editor known for her work on independent and art-house films, including the acclaimed drama "Personal Velocity."
  • C. Corinna Schumacher
    Corinna Schumacher is a German animal rights advocate and accomplished equestrian, best known as the wife of seven-time Formula One World Champion Michael Schumacher.
  • D. Beverley Schäfer
    Beverley Schäfer is a South African politician who serves as the Deputy Speaker of the Western Cape Provincial Parliament.
  • E. Anne Juergens
    Anne Juergens is a central character on the teen drama series "The Secret Life of the American Teenager," portrayed as the conflicted but caring mother navigating family upheaval and personal growth.
  • 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_69ca84d0123c819096f9dc3b6abb0881 completed March 30, 2026, 2:12 p.m.
NER Named-entity recognition batch_69cd9e75abd48190a6e6679ec51496e8 completed April 1, 2026, 10:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69d2285b4c8081908aba8a074288ee00 completed April 5, 2026, 9:16 a.m.
NEDg Description generation batch_69d22968194c8190b919ed3ab2dcfc33 completed April 5, 2026, 9:20 a.m.
NED2 Entity disambiguation (via description) batch_69d229d10dac81909f34a9977e6445a0 completed April 5, 2026, 9:22 a.m.
Created at: March 30, 2026, 8:20 p.m.