Triple

T5904735
Position Surface form Disambiguated ID Type / Status
Subject Claude-Louis Berthollet E131315 entity
Predicate notableWork P4 FINISHED
Object Éléments de l’art de la teinture
Éléments de l’art de la teinture is an influential late-18th-century treatise on the chemistry and techniques of dyeing, authored by pioneering French chemist Claude-Louis Berthollet.
E554720 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: Éléments de l’art de la teinture | Statement: [Claude-Louis Berthollet, notableWork, Éléments de l’art de la teinture]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Éléments de l’art de la teinture
Context triple: [Claude-Louis Berthollet, notableWork, Éléments de l’art de la teinture]
  • A. Les Traditions de l’art
    Les Traditions de l’art is a theoretical and critical work by French Post-Impressionist painter Émile Bernard, in which he reflects on the history, principles, and spiritual dimensions of artistic tradition.
  • B. Curiosités esthétiques
    Curiosités esthétiques is a collection of art criticism and aesthetic essays by Charles Baudelaire that explores his influential views on modern art and beauty.
  • C. Émaux et camées
    Émaux et camées is a celebrated 1852 poetry collection by Théophile Gautier, noted for its finely crafted, pictorial verse and association with the Parnassian movement.
  • D. The Art of Painting
    The Art of Painting is a celebrated 17th-century Dutch genre painting that showcases Johannes Vermeer’s masterful use of light, perspective, and meticulous detail in depicting an artist at work in his studio.
  • E. Les Tendances nouvelles
    Les Tendances nouvelles is a written work by French Post-Impressionist artist and theorist Émile Bernard, reflecting his ideas on modern art and aesthetics.
  • 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: Éléments de l’art de la teinture
Triple: [Claude-Louis Berthollet, notableWork, Éléments de l’art de la teinture]
Generated description
Éléments de l’art de la teinture is an influential late-18th-century treatise on the chemistry and techniques of dyeing, authored by pioneering French chemist Claude-Louis Berthollet.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Éléments de l’art de la teinture
Target entity description: Éléments de l’art de la teinture is an influential late-18th-century treatise on the chemistry and techniques of dyeing, authored by pioneering French chemist Claude-Louis Berthollet.
  • A. Les Traditions de l’art
    Les Traditions de l’art is a theoretical and critical work by French Post-Impressionist painter Émile Bernard, in which he reflects on the history, principles, and spiritual dimensions of artistic tradition.
  • B. Curiosités esthétiques
    Curiosités esthétiques is a collection of art criticism and aesthetic essays by Charles Baudelaire that explores his influential views on modern art and beauty.
  • C. Émaux et camées
    Émaux et camées is a celebrated 1852 poetry collection by Théophile Gautier, noted for its finely crafted, pictorial verse and association with the Parnassian movement.
  • D. The Art of Painting
    The Art of Painting is a celebrated 17th-century Dutch genre painting that showcases Johannes Vermeer’s masterful use of light, perspective, and meticulous detail in depicting an artist at work in his studio.
  • E. Les Tendances nouvelles
    Les Tendances nouvelles is a written work by French Post-Impressionist artist and theorist Émile Bernard, reflecting his ideas on modern art and aesthetics.
  • 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_69c0085864a88190a569c05ff7d65f29 completed March 22, 2026, 3:18 p.m.
NER Named-entity recognition batch_69c037395a7c8190a44197a5415101f6 completed March 22, 2026, 6:38 p.m.
NED1 Entity disambiguation (via context triple) batch_69c0b166b0bc8190a201899cf45a9b31 completed March 23, 2026, 3:20 a.m.
NEDg Description generation batch_69c0b27438a08190ab6b72c8fd682bf6 completed March 23, 2026, 3:24 a.m.
NED2 Entity disambiguation (via description) batch_69c0b309a70081908ad3e819879b17e4 completed March 23, 2026, 3:27 a.m.
Created at: March 22, 2026, 3:59 p.m.