Triple

T13015936
Position Surface form Disambiguated ID Type / Status
Subject École de Nancy E322550 entity
Predicate hasMember P10 FINISHED
Object Paul Charbonnier
Paul Charbonnier was a French artist associated with the École de Nancy, a movement known for its contributions to Art Nouveau in the Lorraine region.
 E1342042 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: Paul Charbonnier | Statement: [École de Nancy, hasMember, Paul Charbonnier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Paul Charbonnier
Context triple: [École de Nancy, hasMember, Paul Charbonnier]
  • A. Louis Charbonnier
    Louis Charbonnier was a French Revolutionary general best known for his leadership role in the Sambre–Meuse campaign during the War of the First Coalition.
  • B. Alain Chevalier
    Alain Chevalier was a French businessman best known as a co-founder and early architect of the luxury goods conglomerate LVMH.
  • C. Bernard Accoyer
    Bernard Accoyer is a French politician who served as President of the National Assembly and was a prominent figure on the center-right.
  • D. Pierre Moreau
    Pierre Moreau is a personal name shared by multiple individuals, typically of French origin, whose specific notable bearer is not clearly identifiable from the given information.
  • E. Jacques Aupick
    Jacques Aupick was a 19th-century French general and diplomat best known as the stepfather of poet Charles Baudelaire.
  • 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: Paul Charbonnier
Triple: [École de Nancy, hasMember, Paul Charbonnier]
Generated description
Paul Charbonnier was a French artist associated with the École de Nancy, a movement known for its contributions to Art Nouveau in the Lorraine region.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Paul Charbonnier
Target entity description: Paul Charbonnier was a French artist associated with the École de Nancy, a movement known for its contributions to Art Nouveau in the Lorraine region.
  • A. Louis Charbonnier
    Louis Charbonnier was a French Revolutionary general best known for his leadership role in the Sambre–Meuse campaign during the War of the First Coalition.
  • B. Alain Chevalier
    Alain Chevalier was a French businessman best known as a co-founder and early architect of the luxury goods conglomerate LVMH.
  • C. Bernard Accoyer
    Bernard Accoyer is a French politician who served as President of the National Assembly and was a prominent figure on the center-right.
  • D. Pierre Moreau
    Pierre Moreau is a personal name shared by multiple individuals, typically of French origin, whose specific notable bearer is not clearly identifiable from the given information.
  • E. Jacques Aupick
    Jacques Aupick was a 19th-century French general and diplomat best known as the stepfather of poet Charles Baudelaire.
  • 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_69d807657e8c8190bd9435ee2f823845 completed April 9, 2026, 8:09 p.m.
NER Named-entity recognition batch_69d97ecd04748190ade2530ee5db35fe completed April 10, 2026, 10:50 p.m.
NED1 Entity disambiguation (via context triple) batch_6a053d1cfe348190a2a2000e7c0d4e17 completed May 14, 2026, 3:10 a.m.
NEDg Description generation batch_6a0540461468819081446dff4ffab68d completed May 14, 2026, 3:23 a.m.
NED2 Entity disambiguation (via description) batch_6a0540b0c7208190901aceb4ceb842e5 completed May 14, 2026, 3:25 a.m.
Created at: April 9, 2026, 8:50 p.m.