Triple

T224047
Position Surface form Disambiguated ID Type / Status
Subject Théorie analytique de la chaleur E4276 entity
Predicate publisher P29 FINISHED
Object Firmin Didot
Firmin Didot was a prominent French printer, typefounder, and publisher from the famous Didot family, known for innovations in typography and the development of the Didot point system.
E28715 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: Firmin Didot | Statement: [Théorie analytique de la chaleur, publisher, Firmin Didot]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Firmin Didot
Context triple: [Théorie analytique de la chaleur, publisher, Firmin Didot]
  • A. John Baskerville
    John Baskerville was an 18th-century English printer and typographer renowned for his high-quality book production and the influential Baskerville typeface.
  • B. Robert Estienne
    Robert Estienne was a 16th-century French printer and classical scholar renowned for his critical editions of the Bible and major contributions to typography and lexicography.
  • C. Émile Nouguier
    Émile Nouguier was a French civil engineer best known as one of the principal designers of the Eiffel Tower.
  • D. Joseph-Marie Vien
    Joseph-Marie Vien was an 18th-century French painter and influential early Neoclassicist who helped shape the transition from Rococo to Neoclassical art and trained major artists of the next generation.
  • E. Jules Guérin
    Jules Guérin was an American muralist and illustrator known for his architectural murals and color-rich decorative work on major public buildings in the early 20th century.
  • 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: Firmin Didot
Triple: [Théorie analytique de la chaleur, publisher, Firmin Didot]
Generated description
Firmin Didot was a prominent French printer, typefounder, and publisher from the famous Didot family, known for innovations in typography and the development of the Didot point system.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Firmin Didot
Target entity description: Firmin Didot was a prominent French printer, typefounder, and publisher from the famous Didot family, known for innovations in typography and the development of the Didot point system.
  • A. John Baskerville
    John Baskerville was an 18th-century English printer and typographer renowned for his high-quality book production and the influential Baskerville typeface.
  • B. Robert Estienne
    Robert Estienne was a 16th-century French printer and classical scholar renowned for his critical editions of the Bible and major contributions to typography and lexicography.
  • C. Émile Nouguier
    Émile Nouguier was a French civil engineer best known as one of the principal designers of the Eiffel Tower.
  • D. Joseph-Marie Vien
    Joseph-Marie Vien was an 18th-century French painter and influential early Neoclassicist who helped shape the transition from Rococo to Neoclassical art and trained major artists of the next generation.
  • E. Jules Guérin
    Jules Guérin was an American muralist and illustrator known for his architectural murals and color-rich decorative work on major public buildings in the early 20th century.
  • 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_69a2573508588190b522c2476d91acfe completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25c7194fc8190a2d02d446ae3a75e completed Feb. 28, 2026, 3:09 a.m.
NED1 Entity disambiguation (via context triple) batch_69a3527641a081908fbcd0b16fc1c19e completed Feb. 28, 2026, 8:39 p.m.
NEDg Description generation batch_69a3559bd7808190b5676537827aba91 completed Feb. 28, 2026, 8:52 p.m.
NED2 Entity disambiguation (via description) batch_69a356327bd881909b3e9895a3b81c9e completed Feb. 28, 2026, 8:55 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.