Triple

T20536937
Position Surface form Disambiguated ID Type / Status
Subject Berthier E504223 entity
Predicate hasNotableBearer P458 FINISHED
Object Ferdinand Berthier
Ferdinand Berthier was a pioneering 19th-century French deaf educator, activist, and writer who became one of the earliest and most influential advocates for deaf culture and sign language.
E1437372 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: Ferdinand Berthier | Statement: [Berthier, hasNotableBearer, Ferdinand Berthier]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Ferdinand Berthier
Context triple: [Berthier, hasNotableBearer, Ferdinand Berthier]
  • A. Claude Louis Hector
    Claude Louis Hector was a prominent French general and Marshal of France who distinguished himself in numerous battles during the late 17th and early 18th centuries.
  • B. Jean-François-Thérèse Chalgrin
    Jean-François-Thérèse Chalgrin was a prominent French neoclassical architect best known for designing Paris’s Arc de Triomphe.
  • C. Jean-Baptiste Baille
    Jean-Baptiste Baille was a 19th-century French physicist and close friend of Paul Cézanne and Émile Zola, known for his contributions to optics and his role in the intellectual circle of Aix-en-Provence.
  • D. Étienne Marie Antoine Champion de Nansouty
    Étienne Marie Antoine Champion de Nansouty was a prominent French cavalry general of the Napoleonic Wars, renowned for his leadership of the Imperial Guard cavalry in numerous major campaigns.
  • E. Charles-Marie de Bréa
    Charles-Marie de Bréa was a French military officer and general active during the Franco-Prussian War of 1870–1871.
  • 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: Ferdinand Berthier
Triple: [Berthier, hasNotableBearer, Ferdinand Berthier]
Generated description
Ferdinand Berthier was a pioneering 19th-century French deaf educator, activist, and writer who became one of the earliest and most influential advocates for deaf culture and sign language.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Ferdinand Berthier
Target entity description: Ferdinand Berthier was a pioneering 19th-century French deaf educator, activist, and writer who became one of the earliest and most influential advocates for deaf culture and sign language.
  • A. Claude Louis Hector
    Claude Louis Hector was a prominent French general and Marshal of France who distinguished himself in numerous battles during the late 17th and early 18th centuries.
  • B. Jean-François-Thérèse Chalgrin
    Jean-François-Thérèse Chalgrin was a prominent French neoclassical architect best known for designing Paris’s Arc de Triomphe.
  • C. Jean-Baptiste Baille
    Jean-Baptiste Baille was a 19th-century French physicist and close friend of Paul Cézanne and Émile Zola, known for his contributions to optics and his role in the intellectual circle of Aix-en-Provence.
  • D. Étienne Marie Antoine Champion de Nansouty
    Étienne Marie Antoine Champion de Nansouty was a prominent French cavalry general of the Napoleonic Wars, renowned for his leadership of the Imperial Guard cavalry in numerous major campaigns.
  • E. Charles-Marie de Bréa
    Charles-Marie de Bréa was a French military officer and general active during the Franco-Prussian War of 1870–1871.
  • 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_69e0b4b476648190bc6019622ae54d3c completed April 16, 2026, 10:06 a.m.
NER Named-entity recognition batch_69e6a28f2f1081908f656d790ff182ff completed April 20, 2026, 10:02 p.m.
NED1 Entity disambiguation (via context triple) batch_6a08a566091c81908f545c6ffac06246 completed May 16, 2026, 5:12 p.m.
NEDg Description generation batch_6a08a6fabbf4819081702969a53b2076 completed May 16, 2026, 5:18 p.m.
NED2 Entity disambiguation (via description) batch_6a08a779983881909f1c0354e2054634 completed May 16, 2026, 5:20 p.m.
Created at: April 16, 2026, 11:37 a.m.