Triple

T2895488
Position Surface form Disambiguated ID Type / Status
Subject Bernard-François Balzac E63929 entity
Predicate givenName P17 FINISHED
Object Bernard-François
Bernard-François is a French given name historically borne by figures such as Bernard-François Balzac, the father of novelist Honoré de Balzac.
E328766 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: Bernard-François | Statement: [Bernard-François Balzac, givenName, Bernard-François]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Bernard-François
Context triple: [Bernard-François Balzac, givenName, Bernard-François]
  • A. Étienne François
    Étienne François, Duke of Choiseul, was an influential 18th-century French statesman and chief minister under King Louis XV, known for his major role in foreign and military policy before the French Revolution.
  • B. Gabriel Baudouin Charles Marie
    Gabriel Baudouin Charles Marie is a Belgian prince, the second child of King Philippe and Queen Mathilde of Belgium and a member of the Belgian royal family.
  • C. François-Alexandre Duquesney
    François-Alexandre Duquesney was a 19th-century French architect best known for designing Paris’s Gare de l'Est railway station.
  • D. Charles-François
    Charles-François is a French masculine given name historically borne by several notable figures, including politicians, artists, and writers.
  • E. Guillaume-Joseph Chabroud
    Guillaume-Joseph Chabroud was a French lawyer and revolutionary-era politician who served as a deputy to the National Constituent Assembly during the early stages of the French Revolution.
  • 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: Bernard-François
Triple: [Bernard-François Balzac, givenName, Bernard-François]
Generated description
Bernard-François is a French given name historically borne by figures such as Bernard-François Balzac, the father of novelist Honoré de Balzac.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Bernard-François
Target entity description: Bernard-François is a French given name historically borne by figures such as Bernard-François Balzac, the father of novelist Honoré de Balzac.
  • A. Étienne François
    Étienne François, Duke of Choiseul, was an influential 18th-century French statesman and chief minister under King Louis XV, known for his major role in foreign and military policy before the French Revolution.
  • B. Gabriel Baudouin Charles Marie
    Gabriel Baudouin Charles Marie is a Belgian prince, the second child of King Philippe and Queen Mathilde of Belgium and a member of the Belgian royal family.
  • C. François-Alexandre Duquesney
    François-Alexandre Duquesney was a 19th-century French architect best known for designing Paris’s Gare de l'Est railway station.
  • D. Charles-François
    Charles-François is a French masculine given name historically borne by several notable figures, including politicians, artists, and writers.
  • E. Guillaume-Joseph Chabroud
    Guillaume-Joseph Chabroud was a French lawyer and revolutionary-era politician who served as a deputy to the National Constituent Assembly during the early stages of the French Revolution.
  • 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_69ab4c45822c8190830c5f2bb97bcfd0 completed March 6, 2026, 9:51 p.m.
NER Named-entity recognition batch_69abe06509808190b673222b9ae3d599 completed March 7, 2026, 8:23 a.m.
NED1 Entity disambiguation (via context triple) batch_69b20f2e10b0819090455b876abe821b completed March 12, 2026, 12:56 a.m.
NEDg Description generation batch_69b20fb052a48190a3bf1a033752f9f4 completed March 12, 2026, 12:58 a.m.
NED2 Entity disambiguation (via description) batch_69b210087190819096e5dc919af46e09 completed March 12, 2026, 12:59 a.m.
Created at: March 6, 2026, 10:08 p.m.